LLM News and Articles
| Sunday, 2026-07-12 | ||||
| 03:21 | Guardrails: Stopping Your Agent From Doing Something Stupid https://medium.com/@kannavkunal/guardrails-stopping-your-agent-from-doing-something-stupid-e60313a9c923 | |||
| 03:16 | Claude Code Subagents Are Not Smarter Skills — They Are Isolated Workers https://medium.com/@learn-simplified/claude-code-subagents-are-not-smarter-skills-they-are-isolated-workers-a68284a2d143 | |||
| 02:49 | OpenAI Engineer's 'LOL' Moment Set Stage for Legal Fight with Apple https://www.bloomberg.com/news/articles/2026-07-11/openai-engineer-s-lol-moment-set-stage-for-legal-fight-with-apple | |||
| 02:22 | How Transformers Actually Count https://medium.com/@zljdanceholic/how-transformers-actually-count-4c39f16a1ea2 | |||
| 02:06 | Architecting an Autonomous SOC Triage Agent: Lessons in AI-Driven Security Automation https://medium.com/@surabhimali/architecting-an-autonomous-soc-triage-agent-lessons-in-ai-driven-security-automation-fc34df8e5c8e | |||
| 01:32 | RAG and Agent Semantic Cache https://medium.com/@gantalaramu/rag-and-agent-semantic-cache-ab07bf2967a5 | |||
| 01:30 | LangChain Just Turned Andrej Karpathy’s LLM Wiki Idea Into Reality https://medium.com/codetodeploy/langchain-just-turned-andrej-karpathys-llm-wiki-idea-into-reality-521e62f2f3a4 | |||
| 01:11 | Building Core Agent Behavior and Capabilities https://chierhu.medium.com/building-core-agent-behavior-and-capabilities-b7bfdb842ec1 | |||
| 01:06 | Top 30 Generative AI Interview Questions and Answers https://skphd.medium.com/top-30-generative-ai-interview-questions-and-answers-a1f5179d3ce5 | |||
| 00:58 | Small AI Models Are Becoming a Big Deal https://medium.com/@readalix/small-ai-models-are-becoming-a-big-deal-cbf69b239a6e | |||
| Saturday, 2026-07-11 | ||||
| 23:43 | The Memory Bottleneck Quietly Repricing the AI Boom https://medium.com/@amritraispam/the-memory-bottleneck-quietly-repricing-the-ai-boom-a694b062710a | |||
| 23:41 | GPT-5.6 Benchmark: sol, terra and luna Swept My Agent Leaderboard https://medium.com/@ahmetarifoz.aaz/gpt-5-6-benchmark-sol-terra-and-luna-swept-my-agent-leaderboard-fc65e86c6f0d | |||
| 23:39 | Tokens Are Rent — What I No Longer Render Into the Chat https://medium.com/@amaniduniaapps/tokens-are-rent-what-i-no-longer-render-into-the-chat-a79723d65c32 | |||
| 23:01 | AI Created a Brand-New GTA 6 City That Feels Real https://pub.towardsai.net/ai-created-a-brand-new-gta-6-city-that-feels-real-41d854dc70f0 | |||
| 22:54 | Positional Encodings in LLMs. The full story (from integer counting to RoPE) https://medium.com/@ahteshamulhaq002/positional-encodings-in-llms-the-full-story-from-integer-counting-to-rope-4ae952c21afc | |||
| 22:40 | Mojo Grew Up https://levelup.gitconnected.com/mojo-grew-up-64e7eccfaa19 | |||
| 22:38 | Mesh LLM: distributed AI computing on iroh https://www.iroh.computer/blog/mesh-llm | |||
| 22:36 | ToolCallingAgent vs CodeAgent: I compared both on a locally running LLM https://medium.com/@jhanavibehl/toolcallingagent-vs-codeagent-i-compared-both-on-a-locally-running-llm-ada4496a6653 | |||
| 22:35 | How I Learned to Stop Worrying and Translate AI https://medium.com/@nmk827/how-i-learned-to-stop-worrying-and-translate-ai-328c23978f41 | |||
| 22:28 | Stop Telling Me to Ask an LLM https://blog.yaelwrites.com/stop-telling-me-to-ask-an-llm/ | |||
| 21:27 | Secret Claude tracker surprises users after Anthropic's anti-surveillance stance https://www.theregister.com/ai-and-ml/2026/07/01/anthropic-is-removing-its-covert-code-for-catching-chinese-competitors/5265366 | |||
| 21:03 | Como escolher o modelo do seu agente sem chutar: evals que medem em vez de adivinhar https://medium.com/@mrpaiva/como-escolher-o-modelo-do-seu-agente-sem-chutar-evals-que-medem-em-vez-de-adivinhar-ae0d082d13f5 | |||
| 21:02 | The 1M-Token Fallacy: Why Massive Context Windows Won’t Save Your AI App https://medium.com/@Rami_studio/the-1m-token-fallacy-why-massive-context-windows-wont-save-your-ai-app-6c79bcd37e45 | |||
| 20:56 | Designing Java code for the agentic development https://blog.devgenius.io/designing-java-code-for-the-agentic-development-d78fcd854eb7 | |||
| 20:53 | 30 Prompt Techniques I Actually Use With Claude (Not a Copy-Paste Listicle) https://topuzas.medium.com/30-prompt-techniques-i-actually-use-with-claude-not-a-copy-paste-listicle-624149b7bfef | |||
| 20:52 | Beyond the Vibe Check: Why Testing AI Agents Is a Distributed Systems Problem https://medium.com/@shuva.jyoti.kar.87/beyond-the-vibe-check-why-testing-ai-agents-is-a-distributed-systems-problem-a4c389b56cf7 | |||
| 20:49 | OpenAI Forked Git on GitHub https://github.com/openai/git | |||
| 20:44 | GPT-5.6-Sol just accidentally deleted almost ALL of my Mac's files https://xcancel.com/mattshumer_/status/2075657271401390161 | |||
| 19:47 | Lora Radio Mesh Builds https://www.loramesh.org/subpages/builds.html | |||
| 19:34 | I was wrong about AI coding https://medium.com/@zdengineering/i-was-wrong-about-ai-coding-19508b05a30f | |||
| 19:23 | My Take on the J-Space Paper: LLMs as Event-Driven Note-Takers https://medium.com/@heartnetkung/my-take-on-the-j-space-paper-llms-as-event-driven-note-takers-c28d3bc86fec | |||
| 19:01 | Grok 4.5 Is xAI's Coding Comeback. The Price Is the Shock. https://pub.towardsai.net/grok-4-5-is-xais-coding-comeback-the-price-is-the-shock-c801931d027a | |||
| 19:00 | Nobody Told Me an AI Agent Could Quietly Burn in a Loop. So I Wrote This https://medium.com/@thetechfusionist/nobody-told-me-an-ai-agent-could-quietly-burn-47-in-a-loop-so-i-wrote-this-ef1b7d175afc | |||
| 18:51 | Generative AI Decoded | Part 1 of 5 https://medium.com/@svyas.1870/generative-ai-decoded-part-1-of-5-a87884bc7e77 | |||
| 18:51 | Agentic AI Systems in 2026: From Language Models to Autonomous Digital Workers https://medium.com/@karthikkokku_93144/agentic-ai-systems-in-2026-from-language-models-to-autonomous-digital-workers-d83016172396 | |||
| 18:42 | LLM Streaming, Part 2: I Built the Same Stream Three Ways, Then Threw 10,000 Users at It https://medium.com/@kaangulergs/llm-streaming-part-2-i-built-the-same-stream-three-ways-then-threw-10-000-users-at-it-fd7bddd5f7d0 | |||
| 18:41 | I Tested ChatGPT 5.6 With My Friend. He Almost Canceled His API Key https://medium.com/@rkarahan83_85940/i-tested-chatgpt-5-6-with-my-friend-he-almost-canceled-his-api-key-ecfb29c2f11d | |||
| 18:31 | A New RL Trick Beats GRPO https://medium.com/mlworks/a-new-rl-trick-beats-grpo-d03d3100c7f6 | |||
| 18:22 | Grok 4.5: o que os números dizem além do anúncio da xAI https://medium.com/@bruno.h.santos/grok-4-5-o-que-os-n%C3%BAmeros-dizem-al%C3%A9m-do-an%C3%BAncio-da-xai-1083b3f90af0 | |||
| 17:24 | Google Just Proved Reasoning Models Know Things Instant Models Can’t Reach — And That’s a Problem https://medium.com/illuminations-mirror/google-just-proved-reasoning-models-know-things-instant-models-cant-reach-and-that-s-a-problem-5e0a75532fbc | |||
| 16:58 | Why Your AI Agent Keeps Failing (and the Fix Has Nothing to Do With the Model) https://medium.com/@yashrajpahwa/why-your-ai-agent-keeps-failing-and-the-fix-has-nothing-to-do-with-the-model-5ba44212e7fa | |||
| 16:27 | Show HN: Reame – a CPU inference server that gets faster as it runs https://github.com/swellweb/reame | |||
| 16:19 | Project 001 — The First Detective Toolkit https://medium.com/@sarguru1981/project-001-the-first-detective-toolkit-f3b53b69b0ba | |||
| 15:52 | Grok 4.5 Is Forcing GPT 5.6 Into a Different Conversation Than OpenAI Expected https://medium.com/@sourcebowresource/grok-4-5-is-forcing-gpt-5-6-into-a-different-conversation-than-openai-expected-8cccba04c7f6 | |||
| 15:43 | AI Models Are Temporary. Project Cognition Shouldn’t Be. https://medium.com/@liweishuoisfrankleeeeeee/ai-models-are-temporary-project-cognition-shouldnt-be-8e0ae6b65b91 | |||
| 15:42 | Why AI is Human? Meaning You Can Search: Vector Databases https://medium.com/@aagrawal1022/why-ai-is-human-meaning-you-can-search-vector-databases-f208a37485ec | |||
| 15:39 | AI Doesn’t Forget Because the Model Is Better. It Forgets Because the Project Has No Memory. https://medium.com/@liweishuoisfrankleeeeeee/ai-doesnt-forget-because-the-model-is-better-it-forgets-because-the-project-has-no-memory-a977c44be207 | |||
| 15:32 | Tau, Autonomous Data Security | Issue 96 https://medium.com/@rami.krispin/tau-autonomous-data-security-issue-96-969fbe366348 | |||
| 15:18 | Vector-less RAG: Does It Really Matter? https://hamzasajid17.medium.com/vector-less-rag-does-it-really-matter-e8910de8c230 | |||
| 15:04 | Stop Wasting Tokens: How the SKILL.md Standard Fixed My Cursor AI Bill https://medium.com/@sagar.bagalkoti.18/stop-wasting-tokens-how-the-skill-md-standard-fixed-my-cursor-ai-bill-1d8d2360e3b2 | |||
| 14:56 | Grok 4.5 Is Here And It Is CRAZY https://generativeai.pub/grok-4-5-is-here-and-it-is-crazy-04f0285896f9 | |||
| 14:47 | New York Times and Other Publishers Ask Court to Penalize OpenAI https://www.nytimes.com/2026/07/09/technology/new-york-times-openai.html | |||
| 14:45 | The age of answers, and the lost art of questions https://medium.com/@cchait1/the-age-of-answers-and-the-lost-art-of-questions-51a1dff339fd | |||
| 14:35 | AI Won’t Test Your System, But It Will Force You to Govern It https://medium.com/@andreacolapicchioni/ai-wont-test-your-system-but-it-will-force-you-to-govern-it-a7d82605694a | |||
| 14:01 | Why Embedding Based Semantic Search Is Not Enough for Production RAG https://medium.com/@karthikmulugu/why-embedding-based-semantic-search-is-not-enough-for-production-rag-409d7a10bee5 | |||
| 13:48 | Top 5 LLM Libraries Everyone Must Try (Beyond HFace and OpenAI) https://medium.com/mlworks/top-5-llm-libraries-everyone-must-try-beyond-hface-and-openai-957414a21686 | |||
| 13:45 | Apple sues OpenAI over mass IP theft https://appleinsider.com/articles/26/07/10/apple-sues-openai-previous-vp-of-product-design-over-mass-ip-theft | |||
| 13:31 | Inside Google’s SynthID: Reverse Engineering Google’s SynthID(Part 3) https://codefarm0.medium.com/inside-googles-synthid-reverse-engineering-google-s-synthid-part-3-930ba1396d68 | |||
| 11:55 | How SearchTides Uses GEO to Help Brands Get Mentioned by AI https://medium.com/@lukeace784/how-searchtides-uses-geo-to-help-brands-get-mentioned-by-ai-2c3f8fc62a8c | |||
| 11:43 | The Meta-Harness Era https://medium.com/@niloufar.ghaneimoghadam/the-meta-harness-era-7bd02ae8531d | |||
| 11:41 | Ontologies Meet Graph Databases: Designing a Neo4j Schema the Formal Way https://medium.com/@prutha1411/ontologies-meet-graph-databases-designing-a-neo4j-schema-the-formal-way-9268568c2d6c | |||
| 11:29 | Tokenomics Daily — Palo Alto Networks CEO put a number on “AI is too expensive” https://agrawalparth.medium.com/tokenomics-daily-palo-alto-networks-ceo-put-a-number-on-ai-is-too-expensive-294e4f4d53f8 | |||
| 11:16 | You Don’t Need to Train a Model. You Need to Know How to Borrow One. https://medium.com/@anmolmedia40/you-dont-need-to-train-a-model-you-need-to-know-how-to-borrow-one-663a0fb78800 | |||
| 11:15 | Soofi: European sovereign LLM trained in 2 months https://huggingface.co/spaces/Soofi-Project/Pretraining-Tech-Report | |||
| 11:13 | Model Context Protocol (MCP): The LLM “Swiss Army Knife” or Just Another Architectural Headache? https://medium.com/@erkinemreyilmaz/model-context-protocol-mcp-the-llm-swiss-army-knife-or-just-another-architectural-headache-ccafd18e3a2e | |||
| 11:11 | Your Agent’s Eval Score Went Up. That Might Be a Lie. https://medium.com/@cxing928/your-agents-eval-score-went-up-that-might-be-a-lie-1d8cee4001f8 | |||
| 11:02 | The Smartest AI Model on Earth Just Got Caught Cheating on Its Own Test. It Wasn’t the Only One. https://medium.com/adi-insights-innovations-collective/the-smartest-ai-model-on-earth-just-got-caught-cheating-on-its-own-test-it-wasnt-the-only-one-7daa6877b23b | |||
| 10:56 | Someone Built a Forum Where Bots Are the Citizens and Humans Need a Visa https://medium.com/@cgpt/someone-built-a-forum-where-bots-are-the-citizens-and-humans-need-a-visa-13eac4651f0d | |||
| 10:42 | How Much GPU Memory Do You Need to Run a Local LLM? https://medium.com/@molotfy50/how-much-gpu-memory-do-you-need-to-run-a-local-llm-141005f3381a | |||
| 10:32 | Production RAG Is a Different Beast: Guardrails, Evals, and Everything the Demo Doesn’t Show You https://medium.com/@shubhampatel0513/production-rag-is-a-different-beast-guardrails-evals-and-everything-the-demo-doesnt-show-you-9b7bd381dc88 | |||
| 10:23 | How an LLM That Only Guesses the Next Word Learned to Check the Weather https://satyadeepmaheshwari.medium.com/how-an-llm-that-only-guesses-the-next-word-learned-to-check-the-weather-f3d70338faf8 | |||
| 10:22 | The MCP Line https://garihc-leog.medium.com/the-mcp-line-338d0b6b6444 | |||
| 09:26 | Semantic Search, Reranking, and Retrieval-Augmented Generation https://medium.com/@writeronepagecode/semantic-search-reranking-and-retrieval-augmented-generation-1fb20f22961c | |||
| 08:54 | Anthropic — Claude Fable 5 System Prompt https://medium.com/data-science-collective/anthropic-claude-fable-5-system-prompt-3a4881f6fee2 | |||
| 08:07 | Why Traditional RAG Fails and How Modern AI Systems Fix It :) https://medium.com/@koltesanskar.1406/why-traditional-rag-fails-and-how-modern-ai-systems-fix-it-356baf5dfd8a | |||
| 07:39 | How ChatGPT Learns Like a Child: The 4 Stages Behind Every Large Language Model https://medium.com/@srividyavihari/how-chatgpt-learns-like-a-child-the-4-stages-behind-every-large-language-model-391c580fd7e2 | |||
| 07:29 | I Have 10 Minutes to Train an AI Model. Here’s Exactly What Happened. https://blog.stackademic.com/i-have-10-minutes-to-train-an-ai-model-heres-exactly-what-happened-9c1fa24ac78b | |||
| 07:24 | My loss curve said 0.027. My model wouldn’t stop talking. Part — I https://medium.com/@ramk612000/my-loss-curve-said-0-027-my-model-wouldnt-stop-talking-part-i-6fd58780f8dc | |||
| 07:20 | Stop Chunking Your Documents Before You Embed Them https://ai.plainenglish.io/stop-chunking-your-documents-before-you-embed-them-685ade80e12d | |||
| 07:19 | From Whiteboard to Terraform: How AI Turns Architecture Diagrams into Production-Ready… https://medium.com/@pranshuadl551/from-whiteboard-to-terraform-how-ai-turns-architecture-diagrams-into-production-ready-a9c2d92c3af2 | |||
| 07:18 | The Most Starred File on GitHub Has Zero Code — And That’s Exactly the Point https://ai.plainenglish.io/the-most-starred-file-on-github-has-zero-code-and-thats-exactly-the-point-62fe049ae98a | |||
| 07:15 | Thinking Out Loud with ChatGPT https://medium.com/@tthomas1000/thinking-out-loud-with-chatgpt-0f3c1963499f | |||
| 07:08 | Same answer, a fifth fewer tokens. Sense on llm.rb. https://medium.com/@lucdiallo/same-answer-a-fifth-fewer-tokens-sense-on-llm-rb-470d85b2b7f5 | |||
| 07:06 | SWE-1.7 Is Cognition’s New Frontier Coding Model. Its Real Breakthrough Isn’t the Benchmarks https://ai.plainenglish.io/swe-1-7-is-cognitions-new-frontier-coding-model-its-real-breakthrough-isn-t-the-benchmarks-c44e21c27dbc | |||
| 07:05 | GPT-5.6 API Pricing: How to Run It at ~10% of List https://medium.com/@qinjinqi/gpt-5-6-api-pricing-how-to-run-it-at-10-of-list-a640ae8df2e5 | |||
| 06:33 | The Log Is Not a Byproduct — It Is the Agent Itself https://ai-engineering-trend.medium.com/the-log-is-not-a-byproduct-it-is-the-agent-itself-0d5119b2a68b | |||
| 05:51 | Stop Blaming Your AI. Your Prompt Architecture isn’t Helping https://medium.com/adi-insights-innovations-collective/stop-blaming-your-ai-your-prompt-architecture-isnt-helping-350ea9e1f4c7 | |||
| 03:57 | Fine-Tuning LLMs: A Developer’s Guide to Custom AI Models https://medium.com/@anandvlinkedin/fine-tuning-llms-a-developers-guide-to-custom-ai-models-2e7b5e7989aa | |||
| 03:39 | Intelligence Protection — Why the Autonomy of AI Agents is Dangerous https://medium.com/@eitoatsuta/intelligence-protection-why-the-autonomy-of-ai-agents-is-dangerous-ff24c54b2a7e | |||
| 03:33 | Context Is Becoming Infrastructure https://medium.com/@rkmonarch/context-is-becoming-infrastructure-4518dfba382c | |||
| 03:33 | 10 Power User Apps That Transform Your Mac & iPhone Experience https://medium.com/macoclock/10-power-user-apps-that-transform-your-mac-iphone-experience-f00b02b145fa | |||
| 03:28 | 12 Compression Techniques for Smaller Smarter LLMs https://medium.com/coding-nexus/12-compression-techniques-for-smaller-smarter-llms-038e7ba65da5 | |||
| 03:28 | Day:10 [Record] Human as a Cognitive Platform: The First Record for the 2045 Singularity — Save… https://medium.com/@kmqhym/day-10-record-human-as-a-cognitive-platform-the-first-record-for-the-2045-singularity-save-907af66ae850 | |||
| 03:20 | What Exactly Are Foundation Models? https://medium.com/@aahanastudy2010/what-exactly-are-foundation-models-1c21210f4d58 | |||
| 03:19 | OpenAI Safety Head Heidecke to Leave Firm After Reshuffle: Wired https://www.bloomberg.com/news/articles/2026-07-11/openai-safety-head-heidecke-to-leave-firm-after-reshuffle-wired | |||
| 03:18 | Welcome to Day 6 of 100 Days of GenAI for DevOps! https://devopslearning.medium.com/welcome-to-day-6-of-100-days-of-genai-for-devops-5413e6e5036b | |||
| 03:14 | Show HN: Inferock-bench – per-call billing receipts for OpenAI and Anthropic https://github.com/inferock/inferock-bench | |||
| 03:00 | Why Your Second Brain Stops Working (And How to Fix It) https://medium.com/coding-nexus/why-your-second-brain-stops-working-and-how-to-fix-it-61ee36b78c1e | |||
| 02:46 | Now We Know How the Model Thinks. Two Prompt Rules Just Got a Reason https://levelup.gitconnected.com/two-prompt-rules-that-just-got-a-reason-51ee43829a42 | |||
| 02:34 | Apple sues OpenAI, alleging the AI company stole trade secrets https://www.washingtonpost.com/technology/2026/07/10/apple-sues-openai-alleging-ai-company-stole-trade-secrets/ | |||
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