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	OpenAI’s 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	OpenAI’s 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	Anthropic’s 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	Meta’s 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	Superhuman’s 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	Uber’s product chief on hotels, robotaxis, and why the company doesn’t 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 Apple’s 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 Anthropic’s latest AI discovery does—and doesn’t—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 Altman’s 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 we’re 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. Here’s how to get it	https://www.artificialintelligence-news.com/news/ai-agent-crawlers-cloudflare-rules/
2035	rss	MODEL RELEASE	0.090	Google’s 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 Anthropic’s 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
