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athena-oracle/athena_review_report.txt
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Epictetus ed6b7475dc Sprint1: pure-rule bucket classifier + scorer (taste before intelligence) 
- athena/scoring.py: deterministic bucket taxonomy (SHIPPING, LOCAL AI,
  PROBLEM SOLVED, MODEL RELEASE, RESEARCH, BUSINESS, INFRASTRUCTURE,
  CULTURE, UNCATEGORIZED) + component scores (shipping/utility/
  replication/enthusiast/novelty) with hype_penalty. No embeddings/LLM.
- Idempotent schema migration: 12 new columns incl actionability_score (reserved).
- attach_scoring() wired into pipeline.py AFTER store_entries, BEFORE render.
- Backfilled all existing rows; verified at box: null->scored via live run.
- Review report exposes every fired rule (editorial proof, not accuracy metric).
- Human-review tally (Published/Rejected/Borderline) is manual only.

Decision: founder directive 2026-07-15 — discover taxonomy before adding
intelligence. Sprint 2 (Lens) blocked until manual review completes.
2026-07-15 04:18:21 +00:00

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======================================================================
ATHENA SPRINT 1 — MANUAL REVIEW REPORT
Generated: 2026-07-15 04:15 UTC
Stories reviewed: 200 (most recent 200)
======================================================================
HOW TO READ: For each story, the fired rules are listed as proof.
Bucket = first matching taxon (specific -> generic). Scores are
deterministic. 'Publish?' is for HUMAN review only — not algorithmic.
SHIPPING
--------
Story: OpenAI researcher Miles Wang in talks to launch AI drug discovery startup valued at $2B
id=2702 source=rss final=0.180
url: https://techcrunch.com/2026/07/14/openai-researcher-miles-wang-in-talks-to-launch-ai-drug-discovery-startup-valued-at-2b/
Bucket: SHIPPING
Matched:
- source=rss
- kw:launch
- kw:funding
Score Components:
Shipping: 0.90
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
Story: Apple opens its new Siri AI to everyone with the iOS 27 public beta
id=2485 source=rss final=0.210
url: https://techcrunch.com/2026/07/14/apple-opens-its-new-siri-ai-to-everyone-with-the-ios-27-public-beta/
Bucket: SHIPPING
Matched:
- source=rss
- kw:released
- kw:beta
- kw:public beta
- kw:released
Score Components:
Shipping: 0.90
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.20
Hype: 0.00
Final: 0.210
Publish? [Y/N] <- human review only
Story: The absolute nightmare of putting AI agents into actual production
id=2645 source=reddit final=0.230
url: https://www.reddit.com/r/artificial/comments/1uwg8kk/the_absolute_nightmare_of_putting_ai_agents_into/
Bucket: SHIPPING
Matched:
- source=reddit
- kw:production
- kw:agents
Score Components:
Shipping: 0.90
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.230
Publish? [Y/N] <- human review only
Story: Structured output reliability with LLMs — 3-month production learnings
id=2656 source=reddit final=0.190
url: https://www.reddit.com/r/artificial/comments/1uwe9qp/structured_output_reliability_with_llms_3month/
Bucket: SHIPPING
Matched:
- source=reddit
- kw:shipping
- kw:production
Score Components:
Shipping: 0.90
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.190
Publish? [Y/N] <- human review only
Story: Open Source Local LLM Training Tool (for consumer hardware)
id=2315 source=reddit final=0.460
url: https://www.reddit.com/r/artificial/comments/1uwcah2/open_source_local_llm_training_tool_for_consumer/
Bucket: SHIPPING
Matched:
- source=reddit
- kw:open source
- kw:local llm
Score Components:
Shipping: 0.90
Utility: 0.00
Replication: 0.60
Enthusiast: 0.65
Novelty: 0.00
Hype: 0.00
Final: 0.460
Publish? [Y/N] <- human review only
Story: Hundreds of papers hit arXiv every day and maybe 3 matter to my research, so I built an open-source tool that finds them [P]
id=2430 source=reddit final=0.420
url: https://www.reddit.com/r/MachineLearning/comments/1uvcdf7/hundreds_of_papers_hit_arxiv_every_day_and_maybe/
Bucket: SHIPPING
Matched:
- source=reddit
- kw:open-source
Score Components:
Shipping: 0.90
Utility: 0.00
Replication: 0.60
Enthusiast: 0.45
Novelty: 0.00
Hype: 0.00
Final: 0.420
Publish? [Y/N] <- human review only
Story: Production Qwen 3.6-27B VLLM config?
id=1973 source=reddit final=0.350
url: https://www.reddit.com/r/LocalLLaMA/comments/1uvacno/production_qwen_3627b_vllm_config/
Bucket: SHIPPING
Matched:
- source=reddit
- kw:production
- kw:qwen
- kw:vllm
Score Components:
Shipping: 0.90
Utility: 0.60
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.350
Publish? [Y/N] <- human review only
Story: Compressed Version of Qwen-3.6-27B coming from PrismML - Khosla-Backed Startup Claims Breakthrough With Largest-Ever AI Model on an iPhone
id=1970 source=reddit final=0.280
url: https://www.reddit.com/r/LocalLLaMA/comments/1uv54fv/compressed_version_of_qwen3627b_coming_from/
Bucket: SHIPPING
Matched:
- source=reddit
- kw:open-source
- kw:qwen
- kw:billion
Score Components:
Shipping: 0.90
Utility: 0.00
Replication: 0.60
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.10
Final: 0.280
Publish? [Y/N] <- human review only
Story: Kreuzberg (local document extraction) is being renamed to Xberg - current version on LTS
id=1571 source=reddit final=0.190
url: https://www.reddit.com/r/LocalLLaMA/comments/1uuhqlz/kreuzberg_local_document_extraction_is_being/
Bucket: SHIPPING
Matched:
- source=reddit
- kw:released
- kw:released
Score Components:
Shipping: 0.90
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.190
Publish? [Y/N] <- human review only
Story: Zer0Fit: I took Google's new TabFM & TimesFM ML foundation models and made them available as an MCP server for zero-shot ML tasks (forecasts / classifications / regressions). 100% local. [P]
id=2427 source=reddit final=0.300
url: https://www.reddit.com/r/MachineLearning/comments/1uue8cc/zer0fit_i_took_googles_new_tabfm_timesfm_ml/
Bucket: SHIPPING
Matched:
- source=reddit
- kw:released
- kw:released
- kw:docker
Score Components:
Shipping: 0.90
Utility: 0.00
Replication: 0.00
Enthusiast: 0.45
Novelty: 0.20
Hype: 0.00
Final: 0.300
Publish? [Y/N] <- human review only
Story: Zer0Fit: I took Google's new TabFM & TimesFM ML foundation models and made them available as an MCP server for zero-shot ML tasks (forecasts / classifications / regressions). 100% local.
id=1965 source=reddit final=0.260
url: https://www.reddit.com/r/LocalLLaMA/comments/1uudxi8/zer0fit_i_took_googles_new_tabfm_timesfm_ml/
Bucket: SHIPPING
Matched:
- source=reddit
- kw:released
- kw:released
- kw:docker
Score Components:
Shipping: 0.90
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.20
Hype: 0.00
Final: 0.260
Publish? [Y/N] <- human review only
Story: Meta pulls new AI image feature after days of backlash
id=1591 source=hackernews final=0.230
url: https://www.bbc.com/news/articles/c2dy6e8klw0o
Bucket: SHIPPING
Matched:
- source=hackernews
- kw:shipping
- kw:controversial
Score Components:
Shipping: 0.90
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.20
Hype: 0.00
Final: 0.230
Publish? [Y/N] <- human review only
LOCAL AI
--------
Story: Upgrade path for ryzen 9 (64 gb) + rtx 5080
id=1982 source=reddit final=0.330
url: https://www.reddit.com/r/LocalLLaMA/comments/1uvelii/upgrade_path_for_ryzen_9_64_gb_rtx_5080/
Bucket: LOCAL AI
Matched:
- source=reddit
- kw:rtx
- kw:qwen
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 1.00
Enthusiast: 0.25
Novelty: 0.20
Hype: 0.00
Final: 0.330
Publish? [Y/N] <- human review only
Story: Experiment: autonomous NPCs powered by Gemma 4 E2B in the browser
id=1979 source=reddit final=0.300
url: https://www.reddit.com/r/LocalLLaMA/comments/1uv3wnt/experiment_autonomous_npcs_powered_by_gemma_4_e2b/
Bucket: LOCAL AI
Matched:
- source=reddit
- kw:local ai
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 1.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.300
Publish? [Y/N] <- human review only
Story: If you use Open Code or other agenting programs you are leaving a lot of t/s if you don't actually use agents in parallel. Benchmark : RTX5090, Qwen3.6 35B loaded via LM studio with parallel tasks set to 8
id=1976 source=reddit final=0.440
url: https://www.reddit.com/r/LocalLLaMA/comments/1uueuks/if_you_use_open_code_or_other_agenting_programs/
Bucket: LOCAL AI
Matched:
- source=reddit
- kw:lm studio
- kw:benchmark
- kw:agents
Score Components:
Shipping: 0.00
Utility: 0.50
Replication: 1.00
Enthusiast: 0.45
Novelty: 0.00
Hype: 0.00
Final: 0.440
Publish? [Y/N] <- human review only
Story: I got Nemotron Puzzle 75B running smoothly on a 64GB M2 Max
id=1573 source=reddit final=0.260
url: https://www.reddit.com/r/LocalLLaMA/comments/1uue46z/i_got_nemotron_puzzle_75b_running_smoothly_on_a/
Bucket: LOCAL AI
Matched:
- source=reddit
- kw:quantization
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 1.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.260
Publish? [Y/N] <- human review only
Story: Voodoo Quant beats Unsloth Dynamic 2.0 KLD by 95% in Qwen3.5 0.8B and 2B
id=1977 source=reddit final=0.450
url: https://www.reddit.com/r/LocalLLaMA/comments/1uua3jd/voodoo_quant_beats_unsloth_dynamic_20_kld_by_95/
Bucket: LOCAL AI
Matched:
- source=reddit
- kw:gguf
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 1.00
Enthusiast: 0.25
Novelty: 0.20
Hype: 0.00
Final: 0.450
Publish? [Y/N] <- human review only
Story: Qwenthropic
id=1572 source=reddit final=0.300
url: https://www.reddit.com/r/LocalLLaMA/comments/1uu3545/qwenthropic/
Bucket: LOCAL AI
Matched:
- source=reddit
- kw:rtx
- kw:qwen
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 1.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.300
Publish? [Y/N] <- human review only
Story: Interactive Jacobian-Lens visualizer and live steerer for GGUF models on llama.cpp
id=1983 source=reddit final=0.300
url: https://www.reddit.com/r/LocalLLaMA/comments/1uu32z6/interactive_jacobianlens_visualizer_and_live/
Bucket: LOCAL AI
Matched:
- source=reddit
- kw:llama.cpp
- kw:gguf
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 1.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.300
Publish? [Y/N] <- human review only
Story: Measuring PCIe transfer under dual GPU with pipeline & tensor llama.cpp
id=1565 source=reddit final=0.340
url: https://www.reddit.com/r/LocalLLaMA/comments/1utz50z/measuring_pcie_transfer_under_dual_gpu_with/
Bucket: LOCAL AI
Matched:
- source=reddit
- kw:llama.cpp
- kw:rtx
- kw:gpu
- kw:pipeline
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 1.00
Enthusiast: 0.45
Novelty: 0.00
Hype: 0.00
Final: 0.340
Publish? [Y/N] <- human review only
Story: I benched quad 5060Tis for code generation with Qwen3.6-27B so you don't have to (it's really good)
id=1558 source=reddit final=0.500
url: https://www.reddit.com/r/LocalLLaMA/comments/1uturng/i_benched_quad_5060tis_for_code_generation_with/
Bucket: LOCAL AI
Matched:
- source=reddit
- kw:local ai
- kw:rtx
- kw:quantization
- kw:q8
- kw:fp16
- kw:optimized
- kw:vram
- kw:gpu
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 1.00
Enthusiast: 0.65
Novelty: 0.00
Hype: 0.00
Final: 0.500
Publish? [Y/N] <- human review only
PROBLEM SOLVED
--------------
Story: Developers Hate AI. I Used It To Sell 10 Websites This Week.
id=2648 source=reddit final=0.220
url: https://www.reddit.com/r/artificial/comments/1uwj75g/developers_hate_ai_i_used_it_to_sell_10_websites/
Bucket: PROBLEM SOLVED
Matched:
- source=reddit
- kw:how to
- kw:market
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.220
Publish? [Y/N] <- human review only
Story: Ford replaced engineers with AI, then quietly hired 350 back. The reason should stop every founder about to cut their team to SAVE money.
id=2649 source=reddit final=0.210
url: https://www.reddit.com/r/artificial/comments/1uwg31g/ford_replaced_engineers_with_ai_then_quietly/
Bucket: PROBLEM SOLVED
Matched:
- source=reddit
- kw:cut
- kw:save
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.20
Hype: 0.00
Final: 0.210
Publish? [Y/N] <- human review only
Story: New LLM Coordination Benchmark - Benchmarking Open-Ended Multi-Agent Coordination in Language Agents [R]
id=2441 source=reddit final=0.330
url: https://www.reddit.com/r/MachineLearning/comments/1uwc6ni/new_llm_coordination_benchmark_benchmarking/
Bucket: PROBLEM SOLVED
Matched:
- source=reddit
- kw:benchmark
- kw:agents
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.65
Novelty: 0.20
Hype: 0.00
Final: 0.330
Publish? [Y/N] <- human review only
Story: New York State halts construction of all new data centers
id=2257 source=rss final=0.200
url: https://techcrunch.com/2026/07/14/new-york-state-halts-construction-of-all-new-data-centers/
Bucket: PROBLEM SOLVED
Matched:
- source=rss
- kw:cost
- kw:argues
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.20
Hype: 0.00
Final: 0.200
Publish? [Y/N] <- human review only
Story: Deepmind CEO Hassabis says "nobody in the world knows what happens next" so "cautious optimism" means building guardrails now
id=2260 source=rss final=0.240
url: https://the-decoder.com/deepmind-ceo-hassabis-says-nobody-in-the-world-knows-what-happens-next-so-cautious-optimism-means-building-guardrails-now/
Bucket: PROBLEM SOLVED
Matched:
- source=rss
- kw:how to
- kw:says
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.20
Novelty: 0.20
Hype: 0.00
Final: 0.240
Publish? [Y/N] <- human review only
Story: GPUHedge: Hedging serverless GPU providers improves cold start p95 latency from 117s to 30s [P]
id=2438 source=reddit final=0.410
url: https://www.reddit.com/r/MachineLearning/comments/1uvlb6h/gpuhedge_hedging_serverless_gpu_providers/
Bucket: PROBLEM SOLVED
Matched:
- source=reddit
- kw:improves
- kw:latency
- kw:from 117s to 30s
- kw:p95
- kw:gpu
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.60
Enthusiast: 0.45
Novelty: 0.00
Hype: 0.00
Final: 0.410
Publish? [Y/N] <- human review only
Story: I built a full 3D open-world racing game almost entirely with AI, and it now has real daily players. Here's the honest breakdown of what the model nailed and where it completely fell apart.
id=2153 source=reddit final=0.120
url: https://www.reddit.com/r/artificial/comments/1uvaaf4/i_built_a_full_3d_openworld_racing_game_almost/
Bucket: PROBLEM SOLVED
Matched:
- source=reddit
- kw:benchmark
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.10
Final: 0.120
Publish? [Y/N] <- human review only
Story: AI agent crawlers now need permission. Here’s how to get it
id=2134 source=rss final=0.250
url: https://www.artificialintelligence-news.com/news/ai-agent-crawlers-cloudflare-rules/
Bucket: PROBLEM SOLVED
Matched:
- source=rss
- kw:how to
- kw:agent
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.40
Novelty: 0.00
Hype: 0.00
Final: 0.250
Publish? [Y/N] <- human review only
Story: Prompt-engineering paper accepted to ICML [R]
id=2442 source=reddit final=0.260
url: https://www.reddit.com/r/MachineLearning/comments/1uv1xb3/promptengineering_paper_accepted_to_icml_r/
Bucket: PROBLEM SOLVED
Matched:
- source=reddit
- kw:how to
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.45
Novelty: 0.00
Hype: 0.00
Final: 0.260
Publish? [Y/N] <- human review only
Story: Running Qwen3.5-122B on Mac Studio 96GB: Fixed 3 bugs that made long-context inference usable
id=1974 source=reddit final=0.180
url: https://www.reddit.com/r/LocalLLaMA/comments/1uuwrc0/running_qwen35122b_on_mac_studio_96gb_fixed_3/
Bucket: PROBLEM SOLVED
Matched:
- source=reddit
- kw:fixed
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
Story: Ph.D. in Operations Research / Big Tech Eng: How to transition into intermediate/advanced ML for high-value industries (Robotics, Defense, Finance)? [D]
id=2445 source=reddit final=0.260
url: https://www.reddit.com/r/MachineLearning/comments/1uumkkg/phd_in_operations_research_big_tech_eng_how_to/
Bucket: PROBLEM SOLVED
Matched:
- source=reddit
- kw:how to
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.45
Novelty: 0.00
Hype: 0.00
Final: 0.260
Publish? [Y/N] <- human review only
Story: Migrating a production AI agent to GPT-5.6: 2.2x faster, 27% cheaper
id=2089 source=hackernews final=0.410
url: https://ploy.ai/blog/migrating-a-production-ai-agent-to-gpt-5-6
Bucket: PROBLEM SOLVED
Matched:
- source=hackernews
- kw:production
- kw:benchmark
- kw:speedup
- kw:latency
- kw:cost
- kw:cheaper
- kw:agent
- kw:agents
Score Components:
Shipping: 0.50
Utility: 0.85
Replication: 0.00
Enthusiast: 0.70
Novelty: 0.00
Hype: 0.00
Final: 0.410
Publish? [Y/N] <- human review only
Story: AI boosts research careers but narrow the span of ideas explored: study
id=2092 source=hackernews final=0.190
url: https://spectrum.ieee.org/ai-science-research-flattens-discovery
Bucket: PROBLEM SOLVED
Matched:
- source=hackernews
- kw:faster
- kw:funding
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.190
Publish? [Y/N] <- human review only
Story: S&P Global sees OpenAI as a "key credit risk" for Oracle and cuts its credit rating
id=2041 source=rss final=0.170
url: https://the-decoder.com/sp-global-sees-openai-as-a-key-credit-risk-for-oracle-and-cuts-its-credit-rating/
Bucket: PROBLEM SOLVED
Matched:
- source=rss
- kw:cuts
- kw:billion
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.170
Publish? [Y/N] <- human review only
Story: Benchmark - 4x 5060 Ti (64GB VRAM) (P2P) - Qwen3.6 27B (INT8 /w bf16 kv cache) @ 8 concurrency with SGLang. SGLang seems to handle higher concurrency better with this setup
id=1968 source=reddit final=0.260
url: https://www.reddit.com/r/LocalLLaMA/comments/1uuc3pi/benchmark_4x_5060_ti_64gb_vram_p2p_qwen36_27b/
Bucket: PROBLEM SOLVED
Matched:
- source=reddit
- kw:benchmark
- kw:vllm
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.45
Novelty: 0.00
Hype: 0.00
Final: 0.260
Publish? [Y/N] <- human review only
Story: i would like to share my experience. working with huge LLMs and poor Machine
id=1569 source=reddit final=0.180
url: https://www.reddit.com/r/LocalLLaMA/comments/1uu6qvh/i_would_like_to_share_my_experience_working_with/
Bucket: PROBLEM SOLVED
Matched:
- source=reddit
- kw:vram
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
Story: Ultra budget 20GB vram with 448GB/s for $100 bucks.
id=1967 source=reddit final=0.180
url: https://www.reddit.com/r/LocalLLaMA/comments/1utwqf8/ultra_budget_20gb_vram_with_448gbs_for_100_bucks/
Bucket: PROBLEM SOLVED
Matched:
- source=reddit
- kw:vram
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
Story: Companies are scrambling to curtail soaring AI costs
id=1592 source=hackernews final=0.190
url: https://www.economist.com/business/2026/06/14/companies-are-scrambling-to-curtail-soaring-ai-costs
Bucket: PROBLEM SOLVED
Matched:
- source=hackernews
- kw:cost
- kw:investment
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.190
Publish? [Y/N] <- human review only
Story: AI Can't Recreate the Thrust Game (But It Can Help You Understand It)
id=1590 source=hackernews final=0.190
url: https://www.jamesdrandall.com/posts/thrust_ai_powered_software_archaeology/
Bucket: PROBLEM SOLVED
Matched:
- source=hackernews
- kw:case study
Score Components:
Shipping: 0.00
Utility: 0.85
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.190
Publish? [Y/N] <- human review only
MODEL RELEASE
-------------
Story: OpenAI’s new flagship model deletes files on its own, people keep warning
id=2585 source=rss final=0.120
url: https://techcrunch.com/2026/07/14/openais-new-flagship-model-deletes-files-on-its-own-people-keep-warning/
Bucket: MODEL RELEASE
Matched:
- source=rss
- kw:new flagship
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.80
Hype: 0.00
Final: 0.120
Publish? [Y/N] <- human review only
Story: Opening the Black Box: Unison Zero Parameter Model
id=2646 source=reddit final=0.130
url: https://www.reddit.com/r/artificial/comments/1uwjwl6/opening_the_black_box_unison_zero_parameter_model/
Bucket: MODEL RELEASE
Matched:
- source=reddit
- kw:trained
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.80
Hype: 0.00
Final: 0.130
Publish? [Y/N] <- human review only
Story: Google faces another AI training lawsuit from major publishers
id=2490 source=rss final=0.090
url: https://techcrunch.com/2026/07/14/google-faces-another-ai-training-lawsuit-from-major-publishers/
Bucket: MODEL RELEASE
Matched:
- source=rss
- kw:trained
- kw:lawsuit
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.60
Hype: 0.00
Final: 0.090
Publish? [Y/N] <- human review only
Story: DeepMind CEO calls for an independent standards body to regulate frontier AI
id=2494 source=rss final=0.090
url: https://techcrunch.com/2026/07/14/deepmind-ceo-calls-for-an-independent-standards-body-to-regulate-frontier-ai/
Bucket: MODEL RELEASE
Matched:
- source=rss
- kw:frontier
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.60
Hype: 0.00
Final: 0.090
Publish? [Y/N] <- human review only
Story: [P] RL-training Qwen3.6 to RL-train tool using AI models [P]
id=2429 source=reddit final=0.210
url: https://www.reddit.com/r/MachineLearning/comments/1uwfmfa/p_rltraining_qwen36_to_rltrain_tool_using_ai/
Bucket: MODEL RELEASE
Matched:
- source=reddit
- kw:rl-trained
- kw:agent
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.45
Novelty: 0.80
Hype: 0.00
Final: 0.210
Publish? [Y/N] <- human review only
Story: Anthropic opens Claude for Teachers with a promise not to train models on student data
id=2488 source=rss final=0.090
url: https://the-decoder.com/anthropic-opens-claude-for-teachers-with-a-promise-not-to-train-models-on-student-data/
Bucket: MODEL RELEASE
Matched:
- source=rss
- kw:claude
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.60
Hype: 0.00
Final: 0.090
Publish? [Y/N] <- human review only
Story: All cross thread implementation of memory in chatgpt, claude, and gemini is unsafe
id=2150 source=reddit final=0.140
url: https://www.reddit.com/r/artificial/comments/1uwdc0k/all_cross_thread_implementation_of_memory_in/
Bucket: MODEL RELEASE
Matched:
- source=reddit
- kw:gemini
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.60
Hype: 0.00
Final: 0.140
Publish? [Y/N] <- human review only
Story: Show HN: I RL-trained an agent that trains models with RL (for ~$1.3k)
id=2461 source=hackernews final=0.270
url: https://github.com/Danau5tin/ai-trains-ai
Bucket: MODEL RELEASE
Matched:
- source=hackernews
- kw:rl-trained
- kw:agent
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.60
Hype: 0.00
Final: 0.270
Publish? [Y/N] <- human review only
Story: Claude responds with more warmth in Hindi and more rigor in Russian, showing how language shapes AI answers
id=2264 source=rss final=0.120
url: https://the-decoder.com/claude-values-study/
Bucket: MODEL RELEASE
Matched:
- source=rss
- kw:claude
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.80
Hype: 0.00
Final: 0.120
Publish? [Y/N] <- human review only
Story: Anthropic analyzed 300,000 real Claude conversations to measure its values. The findings are uncomfortable.
id=2322 source=reddit final=0.100
url: https://www.reddit.com/r/artificial/comments/1uvpob7/anthropic_analyzed_300000_real_claude/
Bucket: MODEL RELEASE
Matched:
- source=reddit
- kw:claude
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.60
Hype: 0.00
Final: 0.100
Publish? [Y/N] <- human review only
Story: xAI's Grok Build CLI Uploads Git Repositories to a Google Cloud Bucket
id=2098 source=hackernews final=0.150
url: https://www.internationalcyberdigest.com/xais-grok-build-cli-uploads-entire-git-repositories-to-a-google-cloud-bucket/
Bucket: MODEL RELEASE
Matched:
- source=hackernews
- kw:grok
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.60
Hype: 0.00
Final: 0.150
Publish? [Y/N] <- human review only
Story: Anthropic starts localizing Claude pricing for India, its biggest market after the US
id=2131 source=rss final=0.090
url: https://techcrunch.com/2026/07/13/anthropic-starts-localizing-claude-pricing-for-india-its-biggest-market-after-the-us/
Bucket: MODEL RELEASE
Matched:
- source=rss
- kw:claude
- kw:market
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.60
Hype: 0.00
Final: 0.090
Publish? [Y/N] <- human review only
Story: Nadella calls out AI labs like OpenAI and Anthropic for banning distillation while training on everyone else's data
id=2136 source=rss final=0.090
url: https://the-decoder.com/nadella-calls-out-ai-labs-like-openai-and-anthropic-for-banning-distillation-while-training-on-everyone-elses-data/
Bucket: MODEL RELEASE
Matched:
- source=rss
- kw:distillation
- kw:ban
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.60
Hype: 0.00
Final: 0.090
Publish? [Y/N] <- human review only
Story: Waze adds new AI-powered features and customization updates
id=2127 source=rss final=0.120
url: https://techcrunch.com/2026/07/13/waze-adds-new-ai-powered-features-and-customization-updates/
Bucket: MODEL RELEASE
Matched:
- source=rss
- kw:gemini
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.80
Hype: 0.00
Final: 0.120
Publish? [Y/N] <- human review only
Story: Grok uploaded my user directory to xAI's servers
id=2093 source=hackernews final=0.110
url: https://twitter.com/a_green_being/status/2076598897779020159
Bucket: MODEL RELEASE
Matched:
- source=hackernews
- kw:grok
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.60
Hype: 0.00
Final: 0.110
Publish? [Y/N] <- human review only
Story: [Study/Models] Flint: Compressing Reasoning Without Breaking It
id=1971 source=reddit final=0.100
url: https://www.reddit.com/r/LocalLLaMA/comments/1uv9o2u/studymodels_flint_compressing_reasoning_without/
Bucket: MODEL RELEASE
Matched:
- source=reddit
- kw:trained
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.60
Hype: 0.00
Final: 0.100
Publish? [Y/N] <- human review only
Story: German AI consortium releases Soofi S, an open 30B model that tops benchmarks in both English and German
id=2133 source=rss final=0.190
url: https://the-decoder.com/german-ai-consortium-releases-soofi-s-an-open-30b-model-that-tops-benchmarks-in-both-english-and-german/
Bucket: MODEL RELEASE
Matched:
- source=rss
- kw:released
- kw:releases
- kw:released
- kw:trained
Score Components:
Shipping: 0.50
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.60
Hype: 0.00
Final: 0.190
Publish? [Y/N] <- human review only
Story: Google’s SensorFM turns messy wearable sensor data into a general-purpose health intelligence layer
id=2035 source=rss final=0.090
url: https://the-decoder.com/sensorfm/
Bucket: MODEL RELEASE
Matched:
- source=rss
- kw:trained
- kw:million
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.60
Hype: 0.00
Final: 0.090
Publish? [Y/N] <- human review only
Story: Anthropic extends free Fable 5 access for subscribers as OpenAI's GPT-5.6 Sol heats up the pricing war
id=2138 source=rss final=0.090
url: https://the-decoder.com/anthropic-extends-free-fable-5-access-for-subscribers-as-openais-gpt-5-6-sol-heats-up-the-pricing-war/
Bucket: MODEL RELEASE
Matched:
- source=rss
- kw:claude
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.60
Hype: 0.00
Final: 0.090
Publish? [Y/N] <- human review only
Story: Claude Code now has a built-in browser that lets the AI read, click, and type on external websites
id=2037 source=rss final=0.090
url: https://the-decoder.com/claude-code-now-has-a-built-in-browser-that-lets-the-ai-read-click-and-type-on-external-websites/
Bucket: MODEL RELEASE
Matched:
- source=rss
- kw:claude
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.60
Hype: 0.00
Final: 0.090
Publish? [Y/N] <- human review only
Story: Claude Cowork's biggest use case is the mundane office work nobody wants to own, Anthropic says
id=1923 source=rss final=0.090
url: https://the-decoder.com/claude-coworks-biggest-use-case-is-the-mundane-office-work-nobody-wants-to-own-anthropic-says/
Bucket: MODEL RELEASE
Matched:
- source=rss
- kw:claude
- kw:million
- kw:says
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.60
Hype: 0.00
Final: 0.090
Publish? [Y/N] <- human review only
Story: Need help tuning cache in llama-server
id=1564 source=reddit final=0.100
url: https://www.reddit.com/r/LocalLLaMA/comments/1uu8g9f/need_help_tuning_cache_in_llamaserver/
Bucket: MODEL RELEASE
Matched:
- source=reddit
- kw:qwen
- kw:miss
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.60
Hype: 0.00
Final: 0.100
Publish? [Y/N] <- human review only
Story: What xAI's Grok build CLI sends to xAI: A wire-level analysis
id=2085 source=hackernews final=0.270
url: https://gist.github.com/cereblab/dc9a40bc26120f4540e4e09b75ffb547
Bucket: MODEL RELEASE
Matched:
- source=hackernews
- kw:grok
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.60
Hype: 0.00
Final: 0.270
Publish? [Y/N] <- human review only
Story: Terrorist groups are using every major AI chatbot for attack planning and weapons development
id=1731 source=rss final=0.090
url: https://the-decoder.com/terrorist-groups-are-using-every-major-ai-chatbot-for-attack-planning-and-weapons-development/
Bucket: MODEL RELEASE
Matched:
- source=rss
- kw:gemini
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.60
Hype: 0.00
Final: 0.090
Publish? [Y/N] <- human review only
RESEARCH
--------
Story: Do AI Agents Know When a Task Is Simple? Toward Complexity-Aware Reasoning and Execution
id=2624 source=arxiv final=0.190
url: https://arxiv.org/abs/2607.13034v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:agent
- kw:agents
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.50
Novelty: 0.60
Hype: 0.00
Final: 0.190
Publish? [Y/N] <- human review only
Story: The Seriality Gap in Video Diffusion Models
id=2625 source=arxiv final=0.150
url: https://arxiv.org/abs/2607.13031v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:diffusion
- kw:we find
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.60
Hype: 0.00
Final: 0.150
Publish? [Y/N] <- human review only
Story: TerraZero: Procedural Driving Simulation for Zero-Demonstration Self-Play at Scale
id=2626 source=arxiv final=0.340
url: https://arxiv.org/abs/2607.13028v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we present
- kw:agent
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 0.00
Enthusiast: 0.50
Novelty: 0.80
Hype: 0.00
Final: 0.340
Publish? [Y/N] <- human review only
Story: PalmClaw: A Native On-Device Agent Framework for Mobile Phones
id=2627 source=arxiv final=0.340
url: https://arxiv.org/abs/2607.13027v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:on-device
- kw:paper
- kw:arxiv
- kw:preprint
- kw:framework
- kw:agent
- kw:agents
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.60
Enthusiast: 0.50
Novelty: 0.60
Hype: 0.00
Final: 0.340
Publish? [Y/N] <- human review only
Story: A Shortcut to Statistically Steady-State Turbulence with Flow Matching
id=2628 source=arxiv final=0.150
url: https://arxiv.org/abs/2607.13022v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.60
Hype: 0.00
Final: 0.150
Publish? [Y/N] <- human review only
Story: Audio-Native Speech Recognition with a Frozen Discrete-Diffusion Language Model
id=2629 source=arxiv final=0.110
url: https://arxiv.org/abs/2607.13013v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.60
Hype: 0.00
Final: 0.110
Publish? [Y/N] <- human review only
Story: Dynamic Resource Allocation for Ensemble Determinization MCTS
id=2630 source=arxiv final=0.140
url: https://arxiv.org/abs/2607.13007v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we propose
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.80
Hype: 0.00
Final: 0.140
Publish? [Y/N] <- human review only
Story: The Spectrum Is Not Enough: When Context Helps Time-Series Forecasting
id=2631 source=arxiv final=0.180
url: https://arxiv.org/abs/2607.13006v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we introduce
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.80
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
Story: Watermark Forensics for Generative Models: An Information-Theoretic Perspective
id=2632 source=arxiv final=0.150
url: https://arxiv.org/abs/2607.13003v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.60
Hype: 0.00
Final: 0.150
Publish? [Y/N] <- human review only
Story: Win by Silence: Deletion Non-Monotonicity, Autonomous Exploitation, and Typed-State Gating in LLM Plan Evaluation
id=2633 source=arxiv final=0.110
url: https://arxiv.org/abs/2607.12986v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:evaluation
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.60
Hype: 0.00
Final: 0.110
Publish? [Y/N] <- human review only
Story: Resist and Update: Counterfactual Report Coordinates for Incentive-Compatible LLMs
id=2634 source=arxiv final=0.110
url: https://arxiv.org/abs/2607.12985v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.60
Hype: 0.00
Final: 0.110
Publish? [Y/N] <- human review only
Story: FormalAnalyticGeo: A Neural-Symbolic Based Framework for Multimodal Analytic Geometry Problem Generation
id=2635 source=arxiv final=0.140
url: https://arxiv.org/abs/2607.12982v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we present
- kw:framework
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.80
Hype: 0.00
Final: 0.140
Publish? [Y/N] <- human review only
Story: Ensemble Controlled-Flow Filtering for Implicit Data Assimilation
id=2636 source=arxiv final=0.180
url: https://arxiv.org/abs/2607.12975v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we introduce
- kw:forecast
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.80
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
Story: The Illusion of Robustness: Aggregate Accuracy Hides Prediction Flips under Task-Irrelevant Context
id=2637 source=arxiv final=0.210
url: https://arxiv.org/abs/2607.12963v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:deployed
- kw:paper
- kw:arxiv
- kw:preprint
Score Components:
Shipping: 0.50
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.60
Hype: 0.00
Final: 0.210
Publish? [Y/N] <- human review only
Story: Form, Not Content? A Preregistered, Placebo-Controlled Evaluation of Learned Error-Conditioned Self-Repair Through Prompts and Weights in Frozen Small Code Models
id=2638 source=arxiv final=0.440
url: https://arxiv.org/abs/2607.12962v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:deployed
- kw:weights
- kw:paper
- kw:arxiv
- kw:preprint
- kw:evaluation
Score Components:
Shipping: 0.50
Utility: 0.00
Replication: 0.60
Enthusiast: 0.50
Novelty: 0.60
Hype: 0.00
Final: 0.440
Publish? [Y/N] <- human review only
Story: Robustness of Deep Learning Models for PV Power Forecasting under NWP Forecast Errors: A Spatiotemporal and Physically Interpretable Analysis
id=2639 source=arxiv final=0.190
url: https://arxiv.org/abs/2607.12954v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:forecast
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.50
Novelty: 0.60
Hype: 0.00
Final: 0.190
Publish? [Y/N] <- human review only
Story: ViHoRec: A Quality-Controlled Vietnamese Hotel Recommendation Dataset and Cold-Start Benchmark
id=2640 source=arxiv final=0.250
url: https://arxiv.org/abs/2607.12946v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:benchmark
- kw:paper
- kw:arxiv
- kw:preprint
- kw:research
- kw:benchmark
- kw:dataset
Score Components:
Shipping: 0.00
Utility: 0.50
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.60
Hype: 0.00
Final: 0.250
Publish? [Y/N] <- human review only
Story: Efficient Sequential Calibration with $O(T^{2/3-ε})$ Error Bound
id=2641 source=arxiv final=0.180
url: https://arxiv.org/abs/2607.12928v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we present
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.80
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
Story: Knowledge- and Gradient-Guided Reinforcement Learning for Parametrized Action Markov Decision Processes
id=2642 source=arxiv final=0.110
url: https://arxiv.org/abs/2607.12924v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:study
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.60
Hype: 0.00
Final: 0.110
Publish? [Y/N] <- human review only
Story: LatentFlow: A General Framework for Conditioning Stochastic Processes
id=2643 source=arxiv final=0.180
url: https://arxiv.org/abs/2607.12922v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we introduce
- kw:framework
- kw:neural
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.80
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
Story: Requential Coding: Pushing the Limits of Model Compression with Self-Generated Training Data
id=2144 source=arxiv final=0.180
url: https://arxiv.org/abs/2607.11883v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we introduce
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.80
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
Story: Metacognition in LLMs: Foundations, Progress, and Opportunities
id=2145 source=arxiv final=0.110
url: https://arxiv.org/abs/2607.11881v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:survey
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.60
Hype: 0.00
Final: 0.110
Publish? [Y/N] <- human review only
Story: Invariant Learning Dynamics of Transformers in Inductive Reasoning Tasks
id=2146 source=arxiv final=0.180
url: https://arxiv.org/abs/2607.11875v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:trained
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we present
- kw:framework
- kw:transformer
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.80
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
Story: A Minimalist Retargeting-Guided Reinforcement Learning Recipe for Dexterous Manipulation
id=2147 source=arxiv final=0.300
url: https://arxiv.org/abs/2607.11874v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:arxiv
- kw:preprint
- kw:we present
- kw:pipeline
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.80
Hype: 0.00
Final: 0.300
Publish? [Y/N] <- human review only
Story: A Durability and Cross-Language Transfer Benchmark for a Validated Teaching-Feedback Classification Protocol
id=2148 source=arxiv final=0.290
url: https://arxiv.org/abs/2607.11873v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:benchmark
- kw:paper
- kw:arxiv
- kw:preprint
- kw:benchmark
Score Components:
Shipping: 0.00
Utility: 0.50
Replication: 0.00
Enthusiast: 0.50
Novelty: 0.60
Hype: 0.00
Final: 0.290
Publish? [Y/N] <- human review only
Story: Inside the Unfair Judge: A Mechanistic Interpretability Account of LLM-as-Judge Bias
id=2194 source=arxiv final=0.150
url: https://arxiv.org/abs/2607.11871v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.60
Hype: 0.00
Final: 0.150
Publish? [Y/N] <- human review only
Story: Evidence-Backed Video Question Answering
id=2195 source=arxiv final=0.280
url: https://arxiv.org/abs/2607.11862v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:benchmark
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we introduce
- kw:benchmark
Score Components:
Shipping: 0.00
Utility: 0.50
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.80
Hype: 0.00
Final: 0.280
Publish? [Y/N] <- human review only
Story: AdvancedMathBench: A Benchmark Suite for Advanced Mathematical Proof Generation and Verification
id=2196 source=arxiv final=0.280
url: https://arxiv.org/abs/2607.11849v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:benchmark
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we introduce
- kw:benchmark
Score Components:
Shipping: 0.00
Utility: 0.50
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.80
Hype: 0.00
Final: 0.280
Publish? [Y/N] <- human review only
Story: Input-Aware Dynamic Backdoor Attack Against Quantum Neural Networks
id=2197 source=arxiv final=0.180
url: https://arxiv.org/abs/2607.11843v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we propose
- kw:neural
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.80
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
Story: LoRA-Based Cascaded Multimodal Fusion for Action Recognition in Medical Training Environments
id=2198 source=arxiv final=0.110
url: https://arxiv.org/abs/2607.11839v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:framework
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.60
Hype: 0.00
Final: 0.110
Publish? [Y/N] <- human review only
Story: Transformer-Guided Swarm Intelligence for Frugal Neural Architecture Search
id=2199 source=arxiv final=0.300
url: https://arxiv.org/abs/2607.11826v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we propose
- kw:framework
- kw:neural
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.80
Hype: 0.00
Final: 0.300
Publish? [Y/N] <- human review only
Story: MM-ToolSandBox: A Unified Framework for Evaluating Visual Tool-Calling Agents
id=2200 source=arxiv final=0.360
url: https://arxiv.org/abs/2607.11818v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:benchmark
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we introduce
- kw:framework
- kw:benchmark
- kw:agent
- kw:agents
- kw:evaluation
Score Components:
Shipping: 0.00
Utility: 0.50
Replication: 0.00
Enthusiast: 0.70
Novelty: 0.80
Hype: 0.00
Final: 0.360
Publish? [Y/N] <- human review only
Story: Relaxing Faithfulness with Intervention-Only Causal Discovery
id=2201 source=arxiv final=0.150
url: https://arxiv.org/abs/2607.11816v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.60
Hype: 0.00
Final: 0.150
Publish? [Y/N] <- human review only
Story: Introducing Human-Centeredness in AI-Assisted Lexicography
id=2202 source=arxiv final=0.110
url: https://arxiv.org/abs/2607.11808v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:framework
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.60
Hype: 0.00
Final: 0.110
Publish? [Y/N] <- human review only
Story: Encoder-Side Neuron Identification and Amplification for Acoustic Perception in Large Audio-Language Models
id=2203 source=arxiv final=0.110
url: https://arxiv.org/abs/2607.11801v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.60
Hype: 0.00
Final: 0.110
Publish? [Y/N] <- human review only
Story: StoryTeller: Training-Free Narrative Grounding for Long-Form Audio Description
id=2204 source=arxiv final=0.140
url: https://arxiv.org/abs/2607.11798v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:we propose
- kw:framework
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.80
Hype: 0.00
Final: 0.140
Publish? [Y/N] <- human review only
Story: An Exact Instrument for State Usage in Selective State-Space Models, and the Input-Driven Migration It Reveals
id=2205 source=arxiv final=0.150
url: https://arxiv.org/abs/2607.11796v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.60
Hype: 0.00
Final: 0.150
Publish? [Y/N] <- human review only
Story: Forgetting Our Way to Shared Meaning: Effects of Forgetting on Conceptual Alignment in a Non-Partnership Coordination Game
id=2206 source=arxiv final=0.150
url: https://arxiv.org/abs/2607.11787v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:arxiv
- kw:preprint
- kw:agent
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.60
Hype: 0.00
Final: 0.150
Publish? [Y/N] <- human review only
Story: How Temperature Shapes Ideological Discourse in Retrieval-Augmented Generation?
id=2207 source=arxiv final=0.210
url: https://arxiv.org/abs/2607.11783v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:reduce
- kw:paper
- kw:arxiv
- kw:preprint
Score Components:
Shipping: 0.00
Utility: 0.50
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.60
Hype: 0.00
Final: 0.210
Publish? [Y/N] <- human review only
Story: Evaluating RE Practices for Explainability: Synthesizing Insights from Daimler Truck into an Explainable RE Framework Proposal
id=2208 source=arxiv final=0.110
url: https://arxiv.org/abs/2607.11771v1
Bucket: RESEARCH
Matched:
- source=arxiv
- kw:paper
- kw:arxiv
- kw:preprint
- kw:framework
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.60
Hype: 0.00
Final: 0.110
Publish? [Y/N] <- human review only
BUSINESS
--------
Story: The founder of Hinge raised $18M to build a new AI dating service, Overtone
id=2487 source=rss final=0.030
url: https://techcrunch.com/2026/07/14/the-founder-of-hinge-raised-18m-to-build-a-new-ai-dating-service-overtone/
Bucket: BUSINESS
Matched:
- source=rss
- kw:raised
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.20
Hype: 0.00
Final: 0.030
Publish? [Y/N] <- human review only
Story: How does a 102M-parameter transformer forecast multivariate time series?
id=2654 source=reddit final=0.010
url: https://www.reddit.com/r/artificial/comments/1uwh9ko/how_does_a_102mparameter_transformer_forecast/
Bucket: BUSINESS
Matched:
- source=reddit
- kw:forecast
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.010
Publish? [Y/N] <- human review only
Story: DeepSeek needs more cash just weeks after closing its first $7 billion round
id=2502 source=rss final=0.030
url: https://the-decoder.com/deepseek-needs-more-cash-just-weeks-after-closing-its-first-7-billion-round/
Bucket: BUSINESS
Matched:
- source=rss
- kw:deepseek
- kw:funding
- kw:round
- kw:billion
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.20
Hype: 0.00
Final: 0.030
Publish? [Y/N] <- human review only
Story: Reflection inks $1B compute deal with Nebius
id=2253 source=rss final=0.290
url: https://techcrunch.com/2026/07/14/reflection-inks-1b-compute-deal-with-nebius/
Bucket: BUSINESS
Matched:
- source=rss
- kw:open source
- kw:deal
- kw:compute deal
- kw:billion
Score Components:
Shipping: 0.50
Utility: 0.00
Replication: 0.60
Enthusiast: 0.20
Novelty: 0.00
Hype: 0.00
Final: 0.290
Publish? [Y/N] <- human review only
Story: Did you know the CEO of OpenAI owns nearly 9% of Reddit while Reddit bans users for AI generated content?
id=2324 source=reddit final=0.010
url: https://www.reddit.com/r/artificial/comments/1uw6sv6/did_you_know_the_ceo_of_openai_owns_nearly_9_of/
Bucket: BUSINESS
Matched:
- source=reddit
- kw:ipo
- kw:stock
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.010
Publish? [Y/N] <- human review only
Story: PixVerse's $2B valuation shows investors still believe AI video generation has room for another winner
id=2262 source=rss final=0.000
url: https://the-decoder.com/pixverses-2b-valuation-shows-investors-still-believe-ai-video-generation-has-room-for-another-winner/
Bucket: BUSINESS
Matched:
- source=rss
- kw:valuation
- kw:billion
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: OpenAI's Ad Business Is on Pace to Miss Its Own Forecast by 90%, Analyst Says
id=2460 source=hackernews final=0.020
url: https://www.adweek.com/media/openais-ad-business-is-on-pace-to-miss-its-own-forecast-by-90-analyst-says/
Bucket: BUSINESS
Matched:
- source=hackernews
- kw:forecast
- kw:miss
- kw:says
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: Video-generation startup PixVerse raises $439M, valuation soars past $2B
id=2267 source=rss final=0.000
url: https://techcrunch.com/2026/07/13/video-generation-startup-pixverse-raises-439m-valuation-soars-past-2b/
Bucket: BUSINESS
Matched:
- source=rss
- kw:raises
- kw:valuation
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: Sam Altman’s space data center trash talk is what most experts already believe
id=2121 source=rss final=0.000
url: https://techcrunch.com/2026/07/13/sam-altmans-space-data-center-trash-talk-is-what-most-experts-already-believe/
Bucket: BUSINESS
Matched:
- source=rss
- kw:market
- kw:data center
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: I love LLMs, I hate hype
id=2086 source=hackernews final=0.000
url: https://geohot.github.io//blog/jekyll/update/2026/07/12/i-love-llms.html
Bucket: BUSINESS
Matched:
- source=hackernews
- kw:market
- kw:opinion
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.10
Final: 0.000
Publish? [Y/N] <- human review only
Story: Wealthy AI workers send San Francisco house prices soaring
id=2096 source=hackernews final=0.020
url: https://www.bbc.com/news/articles/c9q29j47v9ro
Bucket: BUSINESS
Matched:
- source=hackernews
- kw:market
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: OpenAI bets on families as ChatGPT goes deeper into households
id=1730 source=rss final=0.000
url: https://techcrunch.com/2026/07/11/openai-bets-on-families-as-chatgpt-goes-deeper-into-households/
Bucket: BUSINESS
Matched:
- source=rss
- kw:hiring
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: Microsoft latest report shows 25% emissions raised due to AI data centers
id=1786 source=hackernews final=0.020
url: https://www.windowscentral.com/microsoft/dropping-greenwashing-credits-and-expanding-ai-datacenters-caused-microsofts-25-percent-emissions-jump
Bucket: BUSINESS
Matched:
- source=hackernews
- kw:raised
- kw:data center
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
INFRASTRUCTURE
--------------
Story: I'm not a great artist — so I made an agent that turns my doodles on my Remarkable tablet into actually nice charcoal sketches. Real editable pen-line vectors too! Not just static images.
id=2326 source=reddit final=0.050
url: https://www.reddit.com/r/artificial/comments/1uwbt7o/im_not_a_great_artist_so_i_made_an_agent_that/
Bucket: INFRASTRUCTURE
Matched:
- source=reddit
- kw:agent
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.050
Publish? [Y/N] <- human review only
Story: A new, state-of-the-art, agentic pipeline for easy Music Video creation
id=2325 source=reddit final=0.010
url: https://www.reddit.com/r/artificial/comments/1uwbfos/a_new_stateoftheart_agentic_pipeline_for_easy/
Bucket: INFRASTRUCTURE
Matched:
- source=reddit
- kw:pipeline
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.010
Publish? [Y/N] <- human review only
Story: The real bottleneck for AI agents may be proving who they are
id=2314 source=reddit final=0.190
url: https://www.reddit.com/r/artificial/comments/1uw81un/the_real_bottleneck_for_ai_agents_may_be_proving/
Bucket: INFRASTRUCTURE
Matched:
- source=reddit
- kw:bottleneck
- kw:agent
- kw:agents
- kw:the real
Score Components:
Shipping: 0.00
Utility: 0.50
Replication: 0.00
Enthusiast: 0.45
Novelty: 0.00
Hype: 0.00
Final: 0.190
Publish? [Y/N] <- human review only
Story: Coding agents think ahead of time
id=2224 source=hackernews final=0.060
url: https://arxiv.org/abs/2607.05188
Bucket: INFRASTRUCTURE
Matched:
- source=hackernews
- kw:agents
- kw:think
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.00
Hype: 0.00
Final: 0.060
Publish? [Y/N] <- human review only
Story: We keep asking whether AI will replace us. The more useful question is what it means to share the world with it.
id=2152 source=reddit final=0.000
url: https://www.reddit.com/r/artificial/comments/1uvvd13/we_keep_asking_whether_ai_will_replace_us_the/
Bucket: INFRASTRUCTURE
Matched:
- source=reddit
- kw:agents
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.10
Final: 0.000
Publish? [Y/N] <- human review only
Story: Show HN: Nobie – an Excel-compatible runtime for agents and humans
id=2223 source=hackernews final=0.060
url: https://nobie.com
Bucket: INFRASTRUCTURE
Matched:
- source=hackernews
- kw:agents
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.00
Hype: 0.00
Final: 0.060
Publish? [Y/N] <- human review only
Story: Show HN: BillAI Bass, an AI-Powered Big Mouth Billy Bass Using Strands Agents
id=2463 source=hackernews final=0.180
url: https://github.com/morganwilliscloud/billai-bass
Bucket: INFRASTRUCTURE
Matched:
- source=hackernews
- kw:agents
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.00
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
Story: The 'agent web' is coming — where AI agents talk directly to each other instead of scraping websites
id=2316 source=reddit final=0.050
url: https://www.reddit.com/r/artificial/comments/1uviqvw/the_agent_web_is_coming_where_ai_agents_talk/
Bucket: INFRASTRUCTURE
Matched:
- source=reddit
- kw:agents
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.050
Publish? [Y/N] <- human review only
Story: Turing Award winner Rich Sutton founds Oak Lab to build AI agents that learn on their own
id=2123 source=rss final=0.110
url: https://the-decoder.com/turing-award-winner-rich-sutton-founds-oak-lab-to-build-ai-agents-that-learn-on-their-own/
Bucket: INFRASTRUCTURE
Matched:
- source=rss
- kw:agents
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.40
Novelty: 0.20
Hype: 0.00
Final: 0.110
Publish? [Y/N] <- human review only
Story: I benchmarked 15 "E-Waste" GPUs with Modern Workloads
id=1969 source=reddit final=0.050
url: https://www.reddit.com/r/LocalLLaMA/comments/1uvcjd0/i_benchmarked_15_ewaste_gpus_with_modern_workloads/
Bucket: INFRASTRUCTURE
Matched:
- source=reddit
- kw:gpu
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.050
Publish? [Y/N] <- human review only
Story: Show HN: Clawk – Give coding agents a disposable Linux VM, not your laptop
id=2091 source=hackernews final=0.180
url: https://github.com/clawkwork/clawk
Bucket: INFRASTRUCTURE
Matched:
- source=hackernews
- kw:agents
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.00
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
Story: AI agents may need an identity before they need more intelligence
id=2323 source=reddit final=0.050
url: https://www.reddit.com/r/artificial/comments/1uuxhe6/ai_agents_may_need_an_identity_before_they_need/
Bucket: INFRASTRUCTURE
Matched:
- source=reddit
- kw:agents
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.050
Publish? [Y/N] <- human review only
Story: Someone built an AI agent that hacks networks and holds data for ransom. It just worked.
id=2151 source=reddit final=0.050
url: https://www.reddit.com/r/artificial/comments/1uuouu7/someone_built_an_ai_agent_that_hacks_networks_and/
Bucket: INFRASTRUCTURE
Matched:
- source=reddit
- kw:agent
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.050
Publish? [Y/N] <- human review only
Story: Show HN: Juggler – an open-source GUI coding agent, by the creator of JUCE
id=2225 source=hackernews final=0.570
url: https://github.com/juggler-ai/juggler
Bucket: INFRASTRUCTURE
Matched:
- source=hackernews
- kw:open-source
- kw:agent
- kw:agents
Score Components:
Shipping: 0.50
Utility: 0.60
Replication: 0.60
Enthusiast: 1.00
Novelty: 0.00
Hype: 0.00
Final: 0.570
Publish? [Y/N] <- human review only
Story: Mechanistic interpretability researchers applying causality theory to LLMs
id=2095 source=hackernews final=0.020
url: https://cacm.acm.org/news/can-we-understand-how-large-language-models-reason/
Bucket: INFRASTRUCTURE
Matched:
- source=hackernews
- kw:safety
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: Old and new apps, via modern coding agents
id=2087 source=hackernews final=0.130
url: https://terrytao.wordpress.com/2026/07/11/old-and-new-apps-via-modern-coding-agents/
Bucket: INFRASTRUCTURE
Matched:
- source=hackernews
- kw:agent
- kw:agents
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.50
Novelty: 0.20
Hype: 0.00
Final: 0.130
Publish? [Y/N] <- human review only
Story: AI agents win at Slay the Spire 2 after researchers replace growing chat logs with structured memory
id=1824 source=rss final=0.040
url: https://the-decoder.com/ai-agents-win-at-slay-the-spire-2-after-researchers-replace-growing-chat-logs-with-structured-memory/
Bucket: INFRASTRUCTURE
Matched:
- source=rss
- kw:agents
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.20
Novelty: 0.00
Hype: 0.00
Final: 0.040
Publish? [Y/N] <- human review only
Story: Show HN: Mindwalk – Replay coding-agent sessions on a 3D map of your codebase
id=2094 source=hackernews final=0.180
url: https://github.com/cosmtrek/mindwalk
Bucket: INFRASTRUCTURE
Matched:
- source=hackernews
- kw:agent
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.00
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
Story: **Your $80 Tesla P100 has been doing silently noisy math in llama.cpp for years. Three lines fix it, for free.**
id=1975 source=reddit final=0.320
url: https://www.reddit.com/r/LocalLLaMA/comments/1uu6p9o/your_80_tesla_p100_has_been_doing_silently_noisy/
Bucket: INFRASTRUCTURE
Matched:
- source=reddit
- kw:llama.cpp
- kw:fix
- kw:gpu
- kw:cuda
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 0.60
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.320
Publish? [Y/N] <- human review only
Story: First attempts at a CPU setup - MS-02 Intel 285hx, trying Qwen3, Qwen3.6 and Gemma4
id=1566 source=reddit final=0.120
url: https://www.reddit.com/r/LocalLLaMA/comments/1uu5ht0/first_attempts_at_a_cpu_setup_ms02_intel_285hx/
Bucket: INFRASTRUCTURE
Matched:
- source=reddit
- kw:gpu
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.45
Novelty: 0.20
Hype: 0.00
Final: 0.120
Publish? [Y/N] <- human review only
Story: Performance comparison on full compute performance (Anima) and LLM prompt processing of 5090 (600,475 and 400W) vs 6000 PRO MaxQ shunt modded and water cooled (at 300, 400, 475 and 600W), and 6000 PRO WS/SE (600W).
id=1559 source=reddit final=0.340
url: https://www.reddit.com/r/LocalLLaMA/comments/1utvbey/performance_comparison_on_full_compute/
Bucket: INFRASTRUCTURE
Matched:
- source=reddit
- kw:rtx
- kw:comparison
- kw:datacenter
- kw:cuda
Score Components:
Shipping: 0.00
Utility: 0.50
Replication: 0.60
Enthusiast: 0.45
Novelty: 0.00
Hype: 0.00
Final: 0.340
Publish? [Y/N] <- human review only
Story: Who manages the agents?
id=2000 source=hackernews final=0.100
url: https://www.off-policy.com/dont-go-quietly-into-the-ai-night/
Bucket: INFRASTRUCTURE
Matched:
- source=hackernews
- kw:agent
- kw:agents
- kw:essay
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.50
Novelty: 0.00
Hype: 0.00
Final: 0.100
Publish? [Y/N] <- human review only
Story: Show HN: Reame – a CPU inference server that gets faster as it runs
id=2001 source=hackernews final=0.180
url: https://github.com/swellweb/reame
Bucket: INFRASTRUCTURE
Matched:
- source=hackernews
- kw:faster
- kw:gpu
- kw:inference server
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 0.00
Enthusiast: 0.30
Novelty: 0.00
Hype: 0.00
Final: 0.180
Publish? [Y/N] <- human review only
CULTURE
-------
Story: Lorde says AI glasses are ‘not sexy’
id=2587 source=rss final=0.000
url: https://techcrunch.com/2026/07/14/lorde-says-ai-glasses-are-not-sexy/
Bucket: CULTURE
Matched:
- source=rss
- kw:says
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: OpenAI pushes back on Apple trade secret lawsuit
id=2589 source=rss final=0.000
url: https://techcrunch.com/2026/07/14/openai-pushes-back-on-apple-trade-secret-lawsuit/
Bucket: CULTURE
Matched:
- source=rss
- kw:lawsuit
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.10
Final: 0.000
Publish? [Y/N] <- human review only
Story: Anthropic’s newest ad is creeping people out
id=2486 source=rss final=0.000
url: https://techcrunch.com/2026/07/14/anthropics-newest-ad-is-creeping-people-out/
Bucket: CULTURE
Matched:
- source=rss
- kw:criticism
- kw:creeping
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: Apple just sued OpenAI for trade secret theft. And Google quietly rewrote how the internet works.
id=2652 source=reddit final=0.000
url: https://www.reddit.com/r/artificial/comments/1uwh06x/apple_just_sued_openai_for_trade_secret_theft_and/
Bucket: CULTURE
Matched:
- source=reddit
- kw:lawsuit
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.10
Final: 0.000
Publish? [Y/N] <- human review only
Story: Meta’s Adam Mosseri says AI token budgets could soon be capped per engineer
id=2168 source=rss final=0.000
url: https://techcrunch.com/2026/07/14/metas-adam-mosseri-says-ai-token-budgets-could-soon-be-capped-per-engineer/
Bucket: CULTURE
Matched:
- source=rss
- kw:says
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: The real AI race may no longer be at the frontier
id=2254 source=rss final=0.290
url: https://techcrunch.com/2026/07/14/the-real-ai-race-may-no-longer-be-at-the-frontier-open-models-hugging-face/
Bucket: CULTURE
Matched:
- source=rss
- kw:production
- kw:frontier
- kw:says
- kw:the real
Score Components:
Shipping: 0.50
Utility: 0.00
Replication: 0.60
Enthusiast: 0.20
Novelty: 0.00
Hype: 0.00
Final: 0.290
Publish? [Y/N] <- human review only
Story: ChatGPT returns to WhatsApp in Europe after EU forces Meta to open the door to rival AI bots
id=2258 source=rss final=0.000
url: https://the-decoder.com/chatgpt-returns-to-whatsapp-in-europe-after-eu-forces-meta-to-open-the-door-to-rival-ai-bots/
Bucket: CULTURE
Matched:
- source=rss
- kw:eu
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: The wildest allegations in Apple’s trade secrets lawsuit against OpenAI
id=2126 source=rss final=0.000
url: https://techcrunch.com/2026/07/13/the-wildest-allegations-in-apples-trade-secrets-lawsuit-against-openai/
Bucket: CULTURE
Matched:
- source=rss
- kw:lawsuit
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: Chain of Thought is a scaling trap. the next wave is latent reasoning (Coconut / HRM / RecrusiveMAS)... but then we hit the black box wall. Where does BDH fit? [D]
id=2444 source=reddit final=0.050
url: https://www.reddit.com/r/MachineLearning/comments/1uviru5/chain_of_thought_is_a_scaling_trap_the_next_wave/
Bucket: CULTURE
Matched:
- source=reddit
- kw:the future of
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.050
Publish? [Y/N] <- human review only
Story: Everyone keeps asking if AI will replace people. I think we’re asking the wrong question.
id=2321 source=reddit final=0.000
url: https://www.reddit.com/r/artificial/comments/1uv9l8w/everyone_keeps_asking_if_ai_will_replace_people_i/
Bucket: CULTURE
Matched:
- source=reddit
- kw:think
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.10
Final: 0.000
Publish? [Y/N] <- human review only
Story: Meta kills Muse Image feature that let anyone generate AI photos of Instagram users without consent
id=2042 source=rss final=0.030
url: https://the-decoder.com/meta-kills-muse-image-feature-that-let-anyone-generate-ai-photos-of-instagram-users-without-consent/
Bucket: CULTURE
Matched:
- source=rss
- kw:controversial
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.20
Hype: 0.00
Final: 0.030
Publish? [Y/N] <- human review only
Story: OpenAI CEO Altman is now "pretty sure" AI is net job-creating, which is quite the pivot from predicting mass layoffs
id=1921 source=rss final=0.000
url: https://the-decoder.com/openai-ceo-altman-is-now-pretty-sure-ai-is-net-job-creating-which-is-quite-the-pivot-from-predicting-mass-layoffs/
Bucket: CULTURE
Matched:
- source=rss
- kw:says
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: AI 2040 and the cult of intelligence
id=1992 source=hackernews final=0.020
url: https://geohot.github.io//blog/jekyll/update/2026/07/11/ai-2040.html
Bucket: CULTURE
Matched:
- source=hackernews
- kw:essay
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: Reverse centaurs are the answer to the AI paradox (2025)
id=1999 source=hackernews final=0.020
url: https://pluralistic.net/2025/09/11/vulgar-thatcherism/#there-is-an-alternative
Bucket: CULTURE
Matched:
- source=hackernews
- kw:argues
- kw:essay
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: Apple sues OpenAI, accusing it of stealing company secrets
id=1588 source=hackernews final=0.020
url: https://www.nytimes.com/2026/07/10/technology/apple-openai-lawsuit.html
Bucket: CULTURE
Matched:
- source=hackernews
- kw:lawsuit
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
UNCATEGORIZED
-------------
Story: OpenAI’s first hardware device is reportedly a screenless speaker that can move
id=2584 source=rss final=0.030
url: https://techcrunch.com/2026/07/14/openais-first-hardware-device-is-reportedly-a-screenless-speaker-that-can-move/
Bucket: UNCATEGORIZED
Matched:
- source=rss
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.20
Hype: 0.00
Final: 0.030
Publish? [Y/N] <- human review only
Story: Financing the AI boom: from cash flows to debt [pdf]
id=2672 source=hackernews final=0.020
url: https://www.bis.org/publ/bisbull120.pdf
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: Google Search now generates AI images when it can't find what you're looking for on the web
id=2164 source=rss final=0.030
url: https://the-decoder.com/google-search-now-generates-ai-images-when-it-cant-find-what-youre-looking-for-on-the-web/
Bucket: UNCATEGORIZED
Matched:
- source=rss
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.20
Hype: 0.00
Final: 0.030
Publish? [Y/N] <- human review only
Story: Google Images gets a Pinterest-like redesign focused on discovery
id=2166 source=rss final=0.000
url: https://techcrunch.com/2026/07/14/google-images-gets-a-pinterest-like-redesign-focused-on-discovery/
Bucket: UNCATEGORIZED
Matched:
- source=rss
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: AWS and Bluesight build AI for hospital 340B compliance
id=2167 source=rss final=0.000
url: https://www.artificialintelligence-news.com/news/aws-and-bluesight-build-ai-for-hospital-340b-compliance/
Bucket: UNCATEGORIZED
Matched:
- source=rss
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: Are we offloading too much of our thinking to AI?
id=2219 source=hackernews final=0.020
url: https://www.artfish.ai/p/offloading-thinking-to-ai
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: The Agentic Loop: Three loops in a trench coat
id=2562 source=hackernews final=0.020
url: https://www.bobbytables.io/p/the-agentic-loop-three-loops-in-a
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: Spotify expands its AI push with a ChatGPT-like music assistant
id=2255 source=rss final=0.030
url: https://techcrunch.com/2026/07/14/spotify-expands-its-ai-push-with-a-chatgpt-like-music-assistant/
Bucket: UNCATEGORIZED
Matched:
- source=rss
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.20
Hype: 0.00
Final: 0.030
Publish? [Y/N] <- human review only
Story: Superhuman’s new auto-draft feature almost makes me like AI replies
id=2256 source=rss final=0.030
url: https://techcrunch.com/2026/07/14/superhumans-new-auto-draft-feature-almost-makes-me-like-ai-replies/
Bucket: UNCATEGORIZED
Matched:
- source=rss
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.20
Hype: 0.00
Final: 0.030
Publish? [Y/N] <- human review only
Story: Proof of care in the age of AI
id=2217 source=hackernews final=0.020
url: https://jacobfilipp.com/care/
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: Codex starts encrypting sub-agent prompts
id=2157 source=hackernews final=0.140
url: https://github.com/openai/codex/issues/28058
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.140
Publish? [Y/N] <- human review only
Story: Demis Hassabis has a plan to harness AI safely
id=2220 source=hackernews final=0.020
url: https://twitter.com/demishassabis/status/2076957440109625718
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: The first AI was a syllogism machine in 1956. We're still building the same thing.
id=2317 source=reddit final=0.040
url: https://www.reddit.com/r/artificial/comments/1uw23qw/the_first_ai_was_a_syllogism_machine_in_1956_were/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.20
Hype: 0.00
Final: 0.040
Publish? [Y/N] <- human review only
Story: How many on-the-fly augmentations per image for a single-class segmentation mode [R]
id=2432 source=reddit final=0.050
url: https://www.reddit.com/r/MachineLearning/comments/1uvxt70/how_many_onthefly_augmentations_per_image_for_a/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.050
Publish? [Y/N] <- human review only
Story: Inside Ghostcommit: How Malicious PNGs Bypass AI Code Reviewers
id=2327 source=reddit final=0.040
url: https://www.reddit.com/r/artificial/comments/1uvxqg5/inside_ghostcommit_how_malicious_pngs_bypass_ai/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.20
Hype: 0.00
Final: 0.040
Publish? [Y/N] <- human review only
Story: Uber’s product chief on hotels, robotaxis, and why the company doesn’t want to be ‘everything for everyone’
id=2266 source=rss final=0.030
url: https://techcrunch.com/2026/07/13/ubers-product-chief-on-hotels-robotaxis-and-why-the-company-doesnt-want-to-be-everything-for-everyone/
Bucket: UNCATEGORIZED
Matched:
- source=rss
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.20
Hype: 0.00
Final: 0.030
Publish? [Y/N] <- human review only
Story: Samsung Health app threatens data deletion if users opt out AI training
id=2158 source=hackernews final=0.020
url: https://neow.in/cWsyMTV3
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: Show HN: I implemented a neural network in SQL
id=2226 source=hackernews final=0.140
url: https://github.com/xqlsystems/xarray-sql/blob/claude/xarray-sql-mnist-demo/benchmarks/nn.py
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.140
Publish? [Y/N] <- human review only
Story: AI is a bad tool
id=2221 source=hackernews final=0.020
url: https://bytecode.news/posts/2026/07/user-submission-ai-is-a-bad-tool
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: What Anthropic’s latest AI discovery does—and doesn’t—show
id=2125 source=rss final=0.000
url: https://www.technologyreview.com/2026/07/13/1140343/what-anthropics-latest-ai-discovery-does-and-doesnt-show/
Bucket: UNCATEGORIZED
Matched:
- source=rss
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: Is there any kind of AI that could "read" huge loads of emails and give a "mark" according to a given expected result?
id=2318 source=reddit final=0.010
url: https://www.reddit.com/r/artificial/comments/1uvgqrn/is_there_any_kind_of_ai_that_could_read_huge/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.010
Publish? [Y/N] <- human review only
Story: Should AI help you get away with killing your spouse?
id=2130 source=rss final=0.000
url: https://techcrunch.com/2026/07/13/should-ai-help-you-get-away-with-killing-your-spouse/
Bucket: UNCATEGORIZED
Matched:
- source=rss
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: Nobel laureates and AI leaders warn the window to prepare for AI's economic impact is closing fast
id=2129 source=rss final=0.000
url: https://the-decoder.com/nobel-laureates-and-ai-leaders-warn-the-window-to-prepare-for-ais-economic-impact-is-closing-fast/
Bucket: UNCATEGORIZED
Matched:
- source=rss
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: Show HN: Jacquard, a programming language for AI-written, human-reviewed code
id=2222 source=hackernews final=0.140
url: https://github.com/jbwinters/jacquard-lang
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.140
Publish? [Y/N] <- human review only
Story: Wan-Dancer: A Hierarchical Framework for Minute-scale Coherent Music-to-Dance Generation
id=1972 source=reddit final=0.010
url: https://www.reddit.com/r/LocalLLaMA/comments/1uvdaq7/wandancer_a_hierarchical_framework_for/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.010
Publish? [Y/N] <- human review only
Story: MCP…. Is bad?
id=1981 source=reddit final=0.050
url: https://www.reddit.com/r/LocalLLaMA/comments/1uvaqxp/mcp_is_bad/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.050
Publish? [Y/N] <- human review only
Story: For a silent revolution in the singularity scene
id=2149 source=reddit final=0.040
url: https://www.reddit.com/r/artificial/comments/1uv63ms/for_a_silent_revolution_in_the_singularity_scene/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.20
Hype: 0.00
Final: 0.040
Publish? [Y/N] <- human review only
Story: Zig Creator Calls Spade a Spade, Anthropic Blows Smoke
id=2084 source=hackernews final=0.020
url: https://raymyers.org/post/zed-creator-calls-spade-a-spade/
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: Evaluating J-space entropy as an error predictor across 7 datasets on Qwen3-4B [R]
id=2433 source=reddit final=0.050
url: https://www.reddit.com/r/MachineLearning/comments/1uv5l75/evaluating_jspace_entropy_as_an_error_predictor/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.050
Publish? [Y/N] <- human review only
Story: The print success rates nobody talks about :Meshy vs Hi3D after 50+ models.
id=2319 source=reddit final=0.010
url: https://www.reddit.com/r/artificial/comments/1uv50ty/the_print_success_rates_nobody_talks_about_meshy/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.010
Publish? [Y/N] <- human review only
Story: Is the "J-Space" an emergent feature, or a strategic response to optimization pressure?
id=2313 source=reddit final=0.010
url: https://www.reddit.com/r/artificial/comments/1uuz89v/is_the_jspace_an_emergent_feature_or_a_strategic/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.010
Publish? [Y/N] <- human review only
Story: Ask HN: Add flag for AI-generated articles
id=2083 source=hackernews final=0.020
url: https://news.ycombinator.com/item/48886741
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: The One-Step Trap (In AI Research)
id=2097 source=hackernews final=0.050
url: http://incompleteideas.net/IncIdeas/OneStepTrap.html
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.20
Hype: 0.00
Final: 0.050
Publish? [Y/N] <- human review only
Story: this openai court story is starting to look ugly
id=2320 source=reddit final=0.010
url: https://www.reddit.com/r/artificial/comments/1uul5ef/this_openai_court_story_is_starting_to_look_ugly/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.010
Publish? [Y/N] <- human review only
Story: LinkedIn is the undisputed king of long-form AI slop, according to a study spanning five platforms
id=2039 source=rss final=0.000
url: https://the-decoder.com/linkedin-is-the-undisputed-king-of-long-form-ai-slop-according-to-a-study-spanning-five-platforms/
Bucket: UNCATEGORIZED
Matched:
- source=rss
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: Local Image to 3D (<2gb RAM, <20s, Apple Silicon, iPhone)
id=1980 source=reddit final=0.170
url: https://www.reddit.com/r/LocalLLaMA/comments/1uuga40/local_image_to_3d_2gb_ram_20s_apple_silicon_iphone/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.60
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.170
Publish? [Y/N] <- human review only
Story: Working around Qwen3.6-27B's tool-call failures and looping
id=1984 source=reddit final=0.050
url: https://www.reddit.com/r/LocalLLaMA/comments/1uue278/working_around_qwen3627bs_toolcall_failures_and/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.050
Publish? [Y/N] <- human review only
Story: Obtaining Irregular Learning Curves with HyberBand Tuned ANN model for Price Prediction [P]
id=2431 source=reddit final=0.050
url: https://www.reddit.com/r/MachineLearning/comments/1uud3qj/obtaining_irregular_learning_curves_with/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.25
Novelty: 0.00
Hype: 0.00
Final: 0.050
Publish? [Y/N] <- human review only
Story: Grades dropped from 96 to 48 percent when a Brown professor made students take the exam without AI
id=1924 source=rss final=0.000
url: https://the-decoder.com/grades-dropped-from-96-to-48-percent-when-a-brown-professor-made-students-take-the-exam-without-ai/
Bucket: UNCATEGORIZED
Matched:
- source=rss
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: I mapped Anthropic’s J-Space Hallucination signal across 7 datasets on Qwen3-4B to find out where it works and where it breaks
id=1978 source=reddit final=0.010
url: https://www.reddit.com/r/LocalLLaMA/comments/1uu61wb/i_mapped_anthropics_jspace_hallucination_signal/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.010
Publish? [Y/N] <- human review only
Story: I didn't give up - extGemma4-40_5B returned
id=1966 source=reddit final=0.010
url: https://www.reddit.com/r/LocalLLaMA/comments/1uu4hxp/i_didnt_give_up_extgemma440_5b_returned/
Bucket: UNCATEGORIZED
Matched:
- source=reddit
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.05
Novelty: 0.00
Hype: 0.00
Final: 0.010
Publish? [Y/N] <- human review only
Story: Mesh LLM: distributed AI computing on iroh
id=2088 source=hackernews final=0.020
url: https://www.iroh.computer/blog/mesh-llm
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: Stop Telling Me to Ask an LLM
id=2090 source=hackernews final=0.020
url: https://blog.yaelwrites.com/stop-telling-me-to-ask-an-llm/
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
Story: OpenAI's GPT-5.6 Sol Ultra reportedly solves a 50-year-old math problem in under an hour
id=1828 source=rss final=0.000
url: https://the-decoder.com/openais-gpt-5-6-sol-ultra-reportedly-solves-a-50-year-old-math-problem-in-under-an-hour/
Bucket: UNCATEGORIZED
Matched:
- source=rss
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.00
Novelty: 0.00
Hype: 0.00
Final: 0.000
Publish? [Y/N] <- human review only
Story: Ghost Font: A font that humans can read but AI cannot
id=1776 source=hackernews final=0.020
url: https://www.mixfont.com/ghost-font
Bucket: UNCATEGORIZED
Matched:
- source=hackernews
- (no rule fired)
Score Components:
Shipping: 0.00
Utility: 0.00
Replication: 0.00
Enthusiast: 0.10
Novelty: 0.00
Hype: 0.00
Final: 0.020
Publish? [Y/N] <- human review only
======================================================================
BUCKET DISTRIBUTION
======================================================================
SHIPPING 12
LOCAL AI 9
PROBLEM SOLVED 19
MODEL RELEASE 24
RESEARCH 40
BUSINESS 13
INFRASTRUCTURE 23
CULTURE 15
UNCATEGORIZED 45
HUMAN REVIEW TALLY (fill in after manual pass):
Published: 0
Rejected: 0
Borderline: 0
First question is not 'is the classifier accurate?'
First question: 'Would we proudly publish these stories?'
======================================================================
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