LLM News and Articles
| Thursday, 2026-03-12 | ||||
| 14:25 | From Smart Text to Smart Teams: Decoding the AI Evolution (LLM vs. RAG vs. Agents) https://medium.com/@dineshdevisetti2000/from-smart-text-to-smart-teams-decoding-the-ai-evolution-llm-vs-rag-vs-agents-bdb9ad3f3dd2 | |||
| 14:06 | Your JSON Schema Is Too Smart for Your LLM https://heydevin.medium.com/your-json-schema-is-too-smart-for-your-llm-1b221c78f1b6 | |||
| 13:39 | LLM Agent Tool Calling Patterns https://www.reddit.com/r/LocalLLaMA/s/vRBDYzqum4 | |||
| 12:42 | Meta reveals four Broadcom-built ASICs for AI inference https://www.theregister.com/2026/03/12/meta_custom_chips/ | |||
| 12:41 | Why Your LLM App Needs Automatic Failover (and How to Set It Up) https://medium.com/@pranaybatta2014/why-your-llm-app-needs-automatic-failover-and-how-to-set-it-up-0fc571fc6af2 | |||
| 12:23 | The Knowledge Architect: Rebuilding the Agency for the Age of AI Retrieval https://medium.com/@negiviveeek/the-knowledge-architect-rebuilding-the-agency-for-the-age-of-ai-retrieval-0dc6cb2755cd | |||
| 12:18 | Overcome context limitations with Ralph https://medium.com/@fhinkel/overcome-context-limitations-with-ralph-c69d86b06b1d | |||
| 12:15 | What Poker Teaches Us About AI and Decision Making https://medium.com/@zonementale/what-poker-teaches-us-about-ai-and-decision-making-c18e3c240baf | |||
| 12:06 | The Journey of a Query: A Narrative Guide to Retrieval-Augmented Generation (RAG) https://medium.com/@franky1974nyc/the-journey-of-a-query-a-narrative-guide-to-retrieval-augmented-generation-rag-ebc1639a5136 | |||
| 12:04 | PageIndex: An Intro to Vectorless, Reasoning-First RAG https://medium.com/@arvindsingh_80238/pageindex-an-intro-to-vectorless-reasoning-first-rag-207271356874 | |||
| 12:01 | When LLM Benchmarks Start Lying https://medium.com/@Quaxel/when-llm-benchmarks-start-lying-7722edef31e8 | |||
| 12:00 | AI Doesn’t Hallucinate. It Inherits Our Knowledge Gaps. https://medium.com/@chitravanshinaina/ai-doesnt-hallucinate-it-inherits-our-knowledge-gaps-6726a42d0c09 | |||
| 11:59 | I built a 31-agent product development system with 12,000+ lines of actionable content https://medium.com/@ankitjha67/i-built-a-31-agent-product-development-system-with-12-000-lines-of-actionable-content-3d30e3f97b5d | |||
| 11:56 | I Had Monitoring for My AI Agent. It Missed the Biggest Failure. https://kevinjztan.medium.com/https-blog-jztan-com-monitoring-ai-agents-in-production-4-layers-61f437f68260 | |||
| 11:49 | Generative AI (Part-VI): RAG or Direct LLM Prompting? https://medium.com/@0s.and.1s/generative-ai-part-vi-rag-or-no-rag-e42b224ec0f8 | |||
| 11:49 | Are LLM merge rates not getting better? https://entropicthoughts.com/no-swe-bench-improvement | |||
| 11:36 | Building a Multi-Agent Workflow with OpenAI and Python: A Deep Research Machine https://python.plainenglish.io/building-amulti-agent-workflow-with-openai-and-python-a-deep-research-machine-afac2d01ba9b | |||
| 11:32 | Top Open-Source LLMs (2026 updated) https://deasadiqbal.medium.com/open-source-llm-b2aa585b90dd | |||
| 11:31 | RAG Regressions: 11 Checks Before Blaming the Model https://medium.com/@Modexa/rag-regressions-11-checks-before-blaming-the-model-e625fcdc8d57 | |||
| 11:31 | Reward Shaping Trained the Wrong Behavior https://medium.com/@bhagyarana80/reward-shaping-trained-the-wrong-behavior-c91e3f2fb76c | |||
| 11:31 | When Smarter Agents Ignore the Guardrails https://medium.com/@1nick1patel1/when-smarter-agents-ignore-the-guardrails-7a2d7c483ff0 | |||
| 11:26 | 59,000 Packages. 1,400 Developers. Zero AI Policy. https://canartuc.medium.com/59-000-packages-1-400-developers-zero-ai-policy-95a00cfb92b2 | |||
| 11:26 | 14 Open Source Projects for Your Dev Stack https://medium.com/sourcescribes/14-open-source-projects-for-your-dev-stack-ad0ec33da6e2 | |||
| 11:01 | Tool (Function) Calling in LLMs https://medium.com/@vishal.agarwal.iitk/tool-function-calling-in-llms-4266e2deb54d | |||
| 10:19 | Big Tech backs Anthropic in fight against Trump administration https://www.bbc.com/news/articles/c4g7k7zdd0zo | |||
| 10:03 | LLMock: Deterministic mock LLM server for testing https://llmock.copilotkit.dev/ | |||
| 09:17 | Executing programs inside transformers with exponentially faster inference https://www.percepta.ai/blog/can-llms-be-computers | |||
| 08:47 | Import Context into Claude and forget about other AI tools! https://medium.com/@chiragbhattad/import-context-into-claude-and-forget-about-other-ai-tools-642dccfb8b59 | |||
| 08:47 | Streaming LLM Responses: Interactive LLM Applications https://medium.com/@vishal.agarwal.iitk/streaming-llm-responses-interactive-llm-applications-0a83c48a3c52 | |||
| 08:19 | Reliable Software in the LLM Era https://quint-lang.org/posts/llm_era | |||
| 08:11 | Use Claude Code with DGrid https://medium.com/@dgrid_ai/use-claude-code-with-dgrid-a6baf427c255 | |||
| 08:10 | Junction 2025, Using AI to Develop Regulation — Track Winner BureaucracyBuster (48H) https://medium.com/spxfiva-data-science/junction-2025-using-ai-to-develop-regulation-track-winner-bureaucracybuster-48h-264ea1245819 | |||
| 08:04 | How Zepto Enables Seamless Shopping through AI https://blog.zeptonow.com/how-zepto-enables-seamless-shopping-through-ai-fcc7d2e43c7b | |||
| 07:56 | What Plato’s Cave Can Teach Us About Large Language Models https://medium.com/@sauravchowdhury16.sc/platos-cave-representation-learning-and-the-limits-of-large-language-models-d4ccb7b50a74 | |||
| 07:48 | Ilya Sutskever Left OpenAI Saying He Saw Something Dangerous. https://pub.towardsai.net/ilya-sutskever-left-openai-saying-he-saw-something-dangerous-285b973d2836 | |||
| 07:47 | Beyond Entropy: Why the Agentic AI Era Demands Observability-Driven Development (ODD) https://medium.com/@plastic_bag/beyond-entropy-why-the-agentic-ai-era-demands-observability-driven-development-odd-afea6d4ce750 | |||
| 07:29 | Anthropic seeks appeals court stay of Pentagon supply-chain risk designation https://www.reuters.com/technology/anthropic-seeks-court-stay-pentagon-supply-chain-risk-designation-2026-03-12/ | |||
| 07:27 | RAG for Large Documents https://riteshshergill.medium.com/rag-for-large-documents-7c2400b871d4 | |||
| 07:26 | Does your LLM chatbot seem like it’s “click-baiting” you? https://rondiamond.medium.com/does-your-llm-chatbot-seem-like-its-click-baiting-you-e8f1068563fd | |||
| 07:22 | Running Large Language Models Locally: A Beginner’s Guide https://medium.com/@X377AAHIL/running-large-language-models-locally-a-beginners-guide-42e1b491745c | |||
| 07:01 | Beyond the AI: Why Software Engineering is No Longer About Writing Code https://medium.com/@knowledge.cafe/beyond-the-ai-why-software-engineering-is-no-longer-about-writing-code-409b451c5be7 | |||
| 06:56 | Self-RAG: Turning Models into Curious, Fact-Checking Agents https://amitvkulkarni.medium.com/self-rag-turning-models-into-curious-fact-checking-agents-797d43225794 | |||
| 06:53 | Context Engine for LLMs to Actually Understands Your Codebase https://repfly.medium.com/context-engine-for-llms-to-actually-understands-your-codebase-90221584730b | |||
| 06:38 | 99% of People Use AI to Chat — Here’s How I Use It to Actually Get Work Done https://medium.com/@devangvashistha/99-of-people-use-ai-to-chat-heres-how-i-use-it-to-actually-get-work-done-edcd3beea08e | |||
| 06:18 | Your AI Model’s Safety Guardrails Can Be Removed With a Single Math Operation. https://techexpertise.medium.com/your-ai-models-safety-guardrails-can-be-removed-with-a-single-math-operation-096843f41725 | |||
| 06:08 | Toward Smarter AI: Why Smaller Models on High-Performance CPUs Are Winning https://zirohlabs.medium.com/toward-smarter-ai-why-smaller-models-on-high-performance-cpus-are-winning-6fb611b724e0 | |||
| 06:04 | Google VP Warns AI Startups: Why LLM Wrappers and Aggregators May Not Survive in 2026 https://blog.venturemagazine.net/google-vp-warns-ai-startups-why-llm-wrappers-and-aggregators-may-not-survive-in-2026-97270fbcced1 | |||
| 05:13 | Role of Large Language Models in Machine Translation for Businesses https://medium.com/jploft/role-of-large-language-models-in-machine-translation-for-businesses-d51f4fb52717 | |||
| 05:12 | How Does ChatGPT Actually Work? https://medium.com/@vinodthebest/how-does-chatgpt-actually-work-3e8a5ec25239 | |||
| 04:53 | The 2026 Roadmap for LLMs in Bioinformatics https://medium.com/@maheera_amjad/the-2026-roadmap-for-llms-in-bioinformatics-5e3f5eb9d29d | |||
| 04:45 | The AI Job Apocalypse Is a Myth. The AI Talent Apocalypse Is Real. https://medium.com/master-ai-essentials/the-ai-job-apocalypse-is-a-myth-the-ai-talent-apocalypse-is-real-f09a061f412b | |||
| 04:44 | AI Isn’t Taking Your Job. Your Lack of AI Skills Is. https://medium.com/master-ai-essentials/ai-isnt-taking-your-job-your-lack-of-ai-skills-is-eb12af0a55c0 | |||
| 04:31 | The 5 AI Agent Patterns That Separate Demos from Production https://medium.com/algomart/the-5-ai-agent-patterns-that-separate-demos-from-production-31eff6de8fc8 | |||
| 04:26 | RLHF Doesn’t Train Honest AI. It Trains Agreeable AI. https://medium.com/@harshhmaniya/rlhf-doesnt-train-honest-ai-it-trains-agreeable-ai-555c2557a2da | |||
| 04:23 | The Anatomy of an LLM CI/CD Pipeline: Architecting Deterministic Delivery for Probabilistic Systems https://pub.towardsai.net/the-anatomy-of-an-llm-ci-cd-pipeline-architecting-deterministic-delivery-for-probabilistic-systems-54acf25a6291 | |||
| 04:19 | Is it worth buying physical mac mini for Personal agent or use cloud hosting? Full comparison https://medium.com/modelmind/is-it-worth-buying-physical-mac-for-personal-agent-or-use-cloud-hosting-full-comparison-d491683dea97 | |||
| 04:14 | RAG Is Not Enough: Why AI Systems Still Hallucinate (And What Comes Next) https://medium.com/@sivasakthiius/rag-is-not-enough-why-ai-systems-still-hallucinate-and-what-comes-next-1350411c1be2 | |||
| 03:53 | How NVIDIA AI-Q Reached \#1 on DeepResearch Bench I and II https://huggingface.co/blog/nvidia/how-nvidia-won-deepresearch-bench | |||
| 03:33 | When AI Gets Production Access: Lessons from the Claude Code Data Deletion Incident https://medium.com/@shilpa.behani89/when-ai-gets-production-access-lessons-from-the-claude-code-data-deletion-incident-b9c1ebb902de | |||
| 03:31 | The Tiny AI That Runs on Your Phone: How Qwen 3.5 Is Changing the Future of AI https://medium.com/@ammanakhtar8/the-tiny-ai-that-runs-on-your-phone-how-qwen-3-5-is-changing-the-future-of-ai-764430716c5f | |||
| 03:30 | Python is not running the AI Models https://medium.com/@kamaljp/python-is-not-running-the-ai-models-5b0e510db8eb | |||
| 03:14 | VLA-0 Under the Hood https://medium.com/@siddhantdiwaker.sd/vla-0-under-the-hood-53fdf35fd1d5 | |||
| 03:02 | Beyond Human-in-the-Loop: A New Evaluation Theory for Agentic AI Deployment https://blog.gopenai.com/beyond-human-in-the-loop-a-new-evaluation-theory-for-agentic-ai-deployment-c1f7cec71a5d | |||
| 02:40 | Eval-Driven Development — Part 5: Operationalizing Evals — CI/CD, Regression Detection, Monitoring… https://shanukhera.medium.com/eval-driven-development-part-5-operationalizing-evals-ci-cd-regression-detection-monitoring-b1f82d5b626d | |||
| 02:40 | MergeNote: A Vibe-Coded Tool for Release Notes and PR Analysis — Built to Learn, Open to Feedback https://medium.com/@sstankala/mergenote-a-vibe-coded-tool-for-release-notes-and-pr-analysis-built-to-learn-open-to-feedback-94582eee676c | |||
| 02:16 | Preventing Infinite Tool-Call Loops in LLM Agents Through Task-Alignment Checkpoints https://medium.com/@oudat1906/preventing-infinite-tool-call-loops-in-llm-agents-through-task-alignment-checkpoints-0c528154669a | |||
| 01:54 | What happens if OpenAI or Anthropic fail? https://www.reuters.com/commentary/breakingviews/what-happens-if-openai-or-anthropic-fail-2026-03-11/ | |||
| 00:31 | The Meta Model: Why Satya Nadella Is Right to Be Excited About vLLM’s Semantic Router https://thamizhelango.medium.com/the-meta-model-why-satya-nadella-is-right-to-be-excited-about-vllms-semantic-router-83ff047d72e7 | |||
| 00:28 | MIRRORS AND MINDS
One Person's Case for Human-AI Symbiosis
by Adam Schnieder — Calgary, Alberta —… https://medium.com/@glassdragon01/mirrors-and-minds-one-persons-case-for-human-ai-symbiosis-by-adam-schnieder-calgary-alberta-96ac6e51412a | |||
| 00:19 | Why Your LLM is “Lost in the Middle”: A Pro’s Guide to RAG vs. Long-Context Models https://medium.com/@lahsaini/why-your-llm-is-lost-in-the-middle-a-pros-guide-to-rag-vs-long-context-models-5cb4b8eff4dd | |||
| Wednesday, 2026-03-11 | ||||
| 23:55 | Gemini Embedding 2: One Vector Space for All https://medium.com/@NilStack/gemini-embedding-2-one-vector-space-for-all-014c9d01136f | |||
| 23:31 | MCP in Production: 7 Failure Modes Nobody Talks About https://pub.towardsai.net/mcp-in-production-7-failure-modes-nobody-talks-about-b951ef6d1b0f | |||
| 23:27 | Show HN: Autoresearch_at_home – SETI_at_home but for LLM training https://www.ensue-network.ai/autoresearch | |||
| 23:25 | Amazon's Win Against Perplexity Kicks AI Shopping Wars into High Gear https://www.wsj.com/business/retail/amazons-win-against-perplexity-kicks-ai-shopping-wars-into-high-gear-b05a3d01 | |||
| 23:21 | OpenAI’s new GPT-5.4 model is a big step toward autonomous agents https://ajay-arunachalam08.medium.com/openais-new-gpt-5-4-model-is-a-big-step-toward-autonomous-agents-672eb2955608 | |||
| 23:15 | The Architecture of Agentic AI https://medium.com/@mdmeeng01/the-architecture-of-agentic-ai-d9c275450a25 | |||
| 23:10 | Fighting Vendor Lock-in with Local LLMs https://ondrej-popelka.medium.com/fighting-vendor-lock-in-with-local-llms-668734cec1c3 | |||
| 23:03 | The Invisible Hand: Comfort, Confidence, and the New Era of Physical AI https://medium.com/ai-simplified-in-plain-english/the-invisible-hand-comfort-confidence-and-the-new-era-of-physical-ai-8f8d283d7469 | |||
| 22:56 | As a teacher and nontechnical guy, I want to say thank you to Karpathy https://github.com/topherchris420/james_library | |||
| 22:50 | Gemini CLI: The long run https://entzik.medium.com/gemini-cli-the-long-run-4926143646f0 | |||
| 22:45 | The building blocks of Agentic AI https://medium.com/@jerome.o.diaz/the-building-blocks-of-agentic-ai-f4871ea72619 | |||
| 22:44 | I Left Anthropic: A note and a letter to former colleagues https://mrinank.substack.com/p/why-i-left-anthropic | |||
| 22:31 | IoT Meets LLMs: Giving Your Edge Devices a ‘Brain’ with Local AI Models https://medium.com/@snehal_singh/iot-meets-llms-giving-your-edge-devices-a-brain-with-local-ai-models-e80f74f8299f | |||
| 22:21 | How Is the US Using Anthropic's Claude AI in Iran? https://www.aljazeera.com/podcasts/2026/3/6/the-take-how-is-the-us-using-anthropics-claude-ai-in-iran | |||
| 22:06 | Perplexity Moving Away from MCP https://twitter.com/morganlinton/status/2031795683897077965 | |||
| 22:05 | Claude Code vs OpenAI Codex vs Cursor: Which AI Coding Tool Should You Actually Use in 2026? https://medium.com/@swarajshinde28152/claude-code-vs-openai-codex-vs-cursor-which-ai-coding-tool-should-you-actually-use-in-2026-8fd26985974a | |||
| 22:03 | Data Quality in the Age of LLMs https://medium.com/@tomkrol_39593/data-quality-in-the-age-of-llms-27b82cf26a87 | |||
| 21:51 | Gemini Function Calling in Production: What Most Tutorials Skip https://medium.com/@vinothkkumar24/gemini-function-calling-in-production-what-most-tutorials-skip-f8908001f0f2 | |||
| 21:35 | Lately I keep seeing people talk about “world models” in AI. https://medium.com/@terminalchai/lately-i-keep-seeing-people-talk-about-world-models-in-ai-8bc0290e048b | |||
| 21:22 | Anthropic has strong case against Pentagon blacklisting, legal experts say https://www.reuters.com/legal/legalindustry/anthropic-has-strong-case-against-pentagon-blacklisting-legal-experts-say-2026-03-11/ | |||
| 21:19 | OpenAI: We built a computer environment for agents https://openai.com/index/equip-responses-api-computer-environment/ | |||
| 20:49 | Google’s Inception Strategy for New AI-Based Search Features https://medium.com/@2mercedez07/googles-inception-strategy-for-new-ai-based-search-features-af65a7d372b1 | |||
| 20:40 | Google Released Workspace API. Here’s How to Set It Up Without Losing Mind https://generativeai.pub/google-released-workspace-api-heres-how-to-set-it-up-without-losing-mind-43bb42797ef2 | |||
| 20:37 | 7 Shocking Truths About Tech Layoffs in 2026 https://medium.com/@ferreradaniel/7-shocking-truths-about-tech-layoffs-in-2026-1ee268e2157d | |||
| 20:28 | Local AI Agents on macOS: Building an Ollama Home Lab https://medium.com/a-bit-off/local-ai-agents-on-macos-building-an-ollama-home-lab-3ecbe20ca5e7 | |||
| 20:15 | MemGPT: Where Prefix Caching Fails and Non-Prefix Caching Succeeds https://medium.com/@tensormesh/memgpt-where-prefix-caching-fails-and-non-prefix-caching-succeeds-c6f3351bcc69 | |||
| 20:13 | Fully State-Controlled LlamaIndex Workflows with Finite State Automata (FSA) theory https://medium.com/@aicodelabak/fully-state-controlled-llamaindex-workflows-with-finite-state-automata-fsa-theory-c5f001e1a80c | |||
| 20:08 | The Future of Agents Is Outcome Coordination https://levelup.gitconnected.com/the-future-of-agents-is-outcome-coordination-09807612ca2d | |||
| 19:52 | LLMs are what they “eat” https://nderground-net.medium.com/llms-are-what-they-eat-7a5bf7ced15b | |||
| 19:52 | Decoding the Black Box: How AI Is Learning to Explain Its Decisions https://medium.com/@shivangisingh094/decoding-the-black-box-how-ai-is-learning-to-explain-its-decisions-37ce3274e420 | |||
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Release v20241124