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