====================================================================== 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?' ======================================================================