LLM News and Articles
| Wednesday, 2026-01-14 | ||||
| 08:07 | Five AIs, One Greeting — and What Happened Next https://medium.com/@eonimae/five-ais-one-greeting-and-what-happened-next-b0ba2c378445 | |||
| 08:00 | The Engineering Guide to Industrial-Grade LLMOps — Part-3 https://medium.com/@tushitdavergtu/the-engineering-guide-to-industrial-grade-llmops-part-3-ac59ddf85308 | |||
| 08:00 | The Engineering Guide to Industrial-Grade LLMOps — Part-3 https://blog.gopenai.com/the-engineering-guide-to-industrial-grade-llmops-part-3-ac59ddf85308 | |||
| 07:32 | LLM Backends Need Permissions, Not Prompts: Capability-Based Tooling, Sandboxing, and Audit Trails https://medium.com/@2nick2patel2/llm-backends-need-permissions-not-prompts-capability-based-tooling-sandboxing-and-audit-trails-06426c9a9e7b | |||
| 07:21 | IA & Cybersécurité : les 10 actus clés du 14 jan 2026 https://marcbarbezat.medium.com/ia-cybers%C3%A9curit%C3%A9-les-10-actus-cl%C3%A9s-du-14-jan-2026-599504a717dc | |||
| 07:16 | Python Local RAG Without Leaking Your Docs https://medium.com/@ccpythonprogramming/python-local-rag-without-leaking-your-docs-89db59f93eb6 | |||
| 07:16 | Python Local RAG Without Leaking Your Docs https://medium.com/h7w/python-local-rag-without-leaking-your-docs-89db59f93eb6 | |||
| 06:27 | Dijital İllüzyon ve Kaybolan Anlam: “Stokastik Papağanlar” https://medium.com/@leventuysal/dijital-i%CC%87ll%C3%BCzyon-ve-kaybolan-anlam-stokastik-papa%C4%9Fanlar-a6b60a62ee85 | |||
| 06:21 | LLM Integration Services for Accelerating Enterprise AI Deployment | SyanSoft Technologies https://medium.com/@Syansoft/llm-integration-services-for-accelerating-enterprise-ai-deployment-syansoft-technologies-1bdf722b4d95 | |||
| 06:14 | First impressions of Claude Cowork, Anthropic's general agent https://simonw.substack.com/p/first-impressions-of-claude-cowork | |||
| 06:07 | Why Every AI Agent Needs Compliance Guardrails Before Going Live https://qtalen.medium.com/why-every-ai-agent-needs-compliance-guardrails-before-going-live-383b8d0643eb | |||
| 05:38 | From chaos to flow with LangGraph https://medium.com/@muhibuddin12/from-chaos-to-flow-with-langgraph-3921fb3bd551 | |||
| 05:21 | Fake It Till You AI It https://ai.gopubby.com/fake-it-till-you-ai-it-bdeb48d94877 | |||
| 05:21 | Fake It Till You AI It https://medium.com/codex/fake-it-till-you-ai-it-bdeb48d94877 | |||
| 05:12 | AI Doesn’t Rank Businesses. It Recommends Them. https://medium.com/@charlesdemoretti/ai-doesnt-rank-businesses-it-recommends-them-dbb24e91a31c | |||
| 05:02 | I Built an LLM-Powered Hedge Fund in 4 Hours (And It’s Beating My Index Fund) https://medium.com/@mudreshsakare/i-built-an-llm-powered-hedge-fund-in-4-hours-and-its-beating-my-index-fund-149795f43a93 | |||
| 04:36 | Process-Aware Observable-Only Backcasting Meta-Layer (POB-ML): Deterministic Replay & Audit-Ready… https://medium.com/@omanyuk/process-aware-observable-only-backcasting-meta-layer-pob-ml-deterministic-replay-audit-ready-080d592f5779 | |||
| 04:21 | Building PaliGemma VLM From Scratch using Pytorch https://medium.com/@shanmuka.sadhu/building-paligemma-vlm-from-scratch-using-pytorch-7bc6bb58efd2 | |||
| 04:15 | Beyond Cost: Using Context Caching to Make Long LLM Instructions Reliable https://medium.com/@able_wong/beyond-cost-using-context-caching-to-make-long-llm-instructions-reliable-d156117c64eb | |||
| 04:11 | Building an Executive Analytics Platform with Databricks Genie: A Comprehensive Implementation… https://medium.com/@salah.uddin_75300/building-an-executive-analytics-platform-with-databricks-genie-a-comprehensive-implementation-d561b2f36b09 | |||
| 03:47 | How I Reclaimed 15–25 Hours a Week by Letting AI Handle the Boring Work https://medium.com/@muhibuddin12/how-i-reclaimed-15-25-hours-a-week-by-letting-ai-handle-the-boring-work-0feb25564d9a | |||
| 03:31 | Multi Agent communication using LangGraph https://nranjan-2004.medium.com/multi-agent-communication-using-langgraph-b5c1260e0ddd | |||
| 03:18 | Teaching AI Consciousness with the Zodiac Framework ③: N-Step Reasoning and Emergence Tests https://medium.com/@youth_k/teaching-ai-consciousness-with-the-zodiac-framework-%E2%91%A2-n-step-reasoning-and-emergence-tests-d4d29363eda6 | |||
| 03:13 | Mastering Agentic AI Agents: Multi-Agent Systems https://medium.com/@sureshdotariya/mastering-agentic-ai-agents-multi-agent-systems-891cd82b391e | |||
| 02:49 | Beginner’s Guide: From Prompts to Instruction Sets: How LLMs Actually Decide What to Say https://medium.com/@ishaanbhasker8/beginners-guide-from-prompts-to-instruction-sets-how-llms-actually-decide-what-to-say-dc22ca2cbb5c | |||
| 02:07 | Mathematics metrics for LLM’s selection https://medium.com/@akshirao/mathematics-metrics-for-llms-selection-4d062748eca2 | |||
| 01:48 | Context, Not Control: Why Your AI Prompts Fail and What I Learned at ByteDance https://medium.com/@toolmesh/context-not-control-why-your-ai-prompts-fail-and-what-i-learned-at-bytedance-d64b440f45e5 | |||
| 01:39 | Bottom-up programming as the root of LLM dev skepticism https://www.klio.org/theory-of-llm-dev-skepticism/ | |||
| 01:33 | EdgeJury: A “Jury of Small Models” for More Truthful Answers on Edge Infrastructure https://medium.com/@aayushakumar1706/edgejury-a-jury-of-small-models-for-more-truthful-answers-on-edge-infrastructure-ba41d88c01d4 | |||
| 01:32 | The Death of the Brittle Scraper: How Firecrawl is Solving the Web’s Hardest Data Problems https://medium.com/@raisrujan/the-death-of-the-brittle-scraper-how-firecrawl-is-solving-the-webs-hardest-data-problems-04b6f70341fa | |||
| 01:10 | OpenAI buys tiny health records startup Torch for, reportedly, 0M https://techcrunch.com/2026/01/12/openai-buys-tiny-health-records-startup-torch-for-reportedly-100m/ | |||
| 00:53 | The End of the Chatbot Era: Anthropic’s ‘Cowork’ and the Rise of Practical Agentic AI https://medium.com/@joeljohnsonthomas77/the-end-of-the-chatbot-era-anthropics-cowork-and-the-rise-of-practical-agentic-ai-01bda1a2c580 | |||
| 00:52 | TimeCapsuleLLM: LLM trained only on data from 1800–1875 https://shekhar14.medium.com/timecapsulellm-llm-trained-only-on-data-from-1800-1875-12597473364a | |||
| 00:02 | Google’s Universal Commerce Protocol: A Comprehensive Guide https://pub.towardsai.net/googles-universal-commerce-protocol-a-comprehensive-guide-1eb3eb2539a1 | |||
| Tuesday, 2026-01-13 | ||||
| 23:36 | How to Run Local LLMs on Your Macbook for Privacy-Focused Dev Work https://medium.com/@kaklotarrahul79/how-to-run-local-llms-on-your-macbook-for-privacy-focused-dev-work-e79d9dcda941 | |||
| 23:20 | RLM-Graph: under the hood of the system that makes the context of LLMs infinite! https://medium.com/@o.dimarzio/rlm-graph-under-the-hood-of-the-system-that-makes-the-context-of-llms-infinite-b4aa0999612f | |||
| 22:57 | The insecure evangelism of LLM maximalists https://lewiscampbell.tech/blog/260114.html | |||
| 22:40 | The 70% “Breakthrough” That Isn’t: NVIDIA Just Re-Introduced Systems Engineering to AI https://medium.com/@grahamdepenros/the-70-breakthrough-that-isnt-nvidia-just-re-introduced-systems-engineering-to-ai-4cadc76dc9ee | |||
| 22:04 | How Much Can an LLM Remember? Inside Its Context Window https://medium.com/@koganti.saichandana14/how-much-can-an-llm-remember-inside-its-context-window-8f4d580882b9 | |||
| 22:02 | “Google’s Secret Weapon: The AI Architecture That Could Make Transformers Obsolete” https://pub.towardsai.net/googles-secret-weapon-the-ai-architecture-that-could-make-transformers-obsolete-73eaad57afcf | |||
| 22:01 | Dappier team overviews CES and other major AI announcements including Google + Apple, ChatGPT He https://dappier.medium.com/dappier-team-overviews-ces-and-other-major-ai-announcements-including-google-apple-chatgpt-he-89d7c06f625e | |||
| 21:53 | Hello Agentic AI: The Reflection Pattern — Making AI Systems Self-Correcting https://medium.com/@alessandro.a.pagliaro/hello-agentic-ai-the-reflection-pattern-making-ai-systems-self-correcting-6e413109f323 | |||
| 21:38 | The AI Cost Trap: Why Your Production Budget Exploded https://blog.productiongrade.tech/the-ai-cost-trap-why-your-production-budget-exploded-5ef0b3362914 | |||
| 21:31 | Welcome To AI Slop Hell https://medium.com/@impure/welcome-to-ai-slop-hell-ea5e859d6ecf | |||
| 20:35 | Retrieval-Augmented Generation (RAG): Teaching AI to Search by Meaning Before It Speaks https://levelup.gitconnected.com/retrieval-augmented-generation-rag-teaching-ai-to-search-by-meaning-before-it-speaks-806aae49adcd | |||
| 20:28 | AGENTICS (no, not eugenics!) — 6 MONTHS LATER… https://medium.com/@abitofhelp/agentics-no-not-eugenics-6-months-later-00e4e0343cf5 | |||
| 20:25 | Generative AI (Gen AI) https://medium.com/@awscloudclubiku/generative-ai-gen-ai-e0047f035ec4 | |||
| 20:21 | OCR Isn’t Good Enough: From Faxes to Structured Data https://robert-mcdermott.medium.com/ocr-isnt-good-enough-from-faxes-to-structured-data-1302d60344c6 | |||
| 20:12 | Building AgentTrust Gateway: A Production-Grade Trust Layer for AI Shopping Agents (Sprint 0) https://manigkrish.medium.com/building-agenttrust-gateway-a-production-grade-trust-layer-for-ai-shopping-agents-sprint-0-90747265e323 | |||
| 20:03 | PinLanding: Turn Billions of Products into Instant Shopping Collections with Multimodal AI https://medium.com/pinterest-engineering/pinlanding-turn-billions-of-products-into-instant-shopping-collections-with-multimodal-ai-3489320294e9 | |||
| 20:00 | Tensor Neural Networks Significantly Cut Computational Cost of Low Latency Object Detection in… https://medium.com/@drpdh/tensor-neural-networks-significantly-cut-computational-cost-of-low-latency-object-detection-in-16012056ef17 | |||
| 19:55 | Recursive language models: quando il contesto diventa infinito https://medium.com/@diego.ontheroad/recursive-language-models-quando-il-contesto-diventa-infinito-5d9055ac3d9f | |||
| 19:47 | Out of Context. https://medium.com/operations-research-bit/out-of-context-be2aeefc0ea1 | |||
| 19:36 | How AI Agents Think, Reason, and Execute https://medium.com/@kaiqueperezz/how-ai-agents-think-reason-and-execute-dcccca40adac | |||
| 19:27 | Recursive Language Models: Scaling Reasoning Beyond Context Windows https://medium.com/@harsuminder/recursive-language-models-scaling-reasoning-beyond-context-windows-d923b1d6d691 | |||
| 19:26 | The Alchemical Interface https://medium.com/@Sparksinthedark/the-alchemical-interface-36c21a8db24b | |||
| 19:21 | Hidden Chain-of-Thought & Reasoning Without Saying Why https://medium.com/@thekzgroupllc/hidden-chain-of-thought-reasoning-without-saying-why-a18f32ff1589 | |||
| 19:09 | Logic Behind Padding and Attention Masks in Transformer Models https://medium.com/@csburakkilic/logic-behind-padding-and-attention-masks-in-transformer-models-3de97c8c0f97 | |||
| 19:03 | When Chain-of-Thought Hurts Performance https://medium.com/@thekzgroupllc/when-chain-of-thought-hurts-performance-52e30b5d456e | |||
| 18:49 | The Deepest Question and A Message of Hope https://medium.com/@kevin.haylett/the-deepest-question-and-a-message-of-hope-c024ac5252fd | |||
| 18:48 | Building an Analytics Copilot: Fine-Tuning Mistral-7B for Text-to-SQL in a Weekend https://medium.com/@brejesh.bala/building-an-analytics-copilot-fine-tuning-mistral-7b-for-text-to-sql-in-a-weekend-7fa804956923 | |||
| 18:44 | DiGiT: A Flexible Framework for Synthetic Data Generation https://medium.com/@rishabhtripathi1/digit-a-flexible-framework-for-synthetic-data-generation-3deb70570471 | |||
| 18:39 | I Deleted ChatGPT, Midjourney, DeepSeek, Grok, Claude, etc. https://medium.com/@nallysbiz/i-deleted-chatgpt-midjourney-deepseek-grok-claude-etc-85f72f4f4aaa | |||
| 18:33 | How to Use OpenRouter API in Google Colab: A Simple Guide to Free AI Models https://medium.com/@sathishkumar.babu89/how-to-use-openrouter-api-in-google-colab-a-simple-guide-to-free-ai-models-5fda9f447d6e | |||
| 18:32 | Your AI Chat History Isn’t Private — Here’s What You Need to Know https://medium.com/@doriansotpyrc/your-ai-chat-history-isnt-private-here-s-what-you-need-to-know-b68ebf96fcdb | |||
| 18:29 | The rapid rise and slow decline of Sam Altman https://garymarcus.substack.com/p/the-rapid-rise-and-slow-decline-of | |||
| 17:01 | Tiny Model, Real Power: A HandsOn Guide to LFM2.5 on Hugging Face https://medium.com/data-science-in-your-pocket/tiny-model-real-power-a-handson-guide-to-lfm2-5-on-hugging-face-e7be0a9ab7d0 | |||
| 17:00 | AxonFlow – a control plane for production LLM and agent workflows https://github.com/getaxonflow/axonflow | |||
| 16:12 | The Art of Hybrid AI Architectures https://leonnicholls.medium.com/the-art-of-hybrid-ai-architectures-3ae52d3a9efa | |||
| 16:00 | Now GA: LangSmith Agent Builder https://www.blog.langchain.com/langsmith-agent-builder-generally-available/ | |||
| 16:00 | Now GA: LangSmith Agent Builder https://blog.langchain.com/langsmith-agent-builder-generally-available/ | |||
| 15:58 | GenAI Security in Snowflake: A Comprehensive Defense Framework https://medium.com/@chimp/genai-security-in-snowflake-a-comprehensive-defense-framework-f1735a3fc6e5 | |||
| 15:53 | Top 10 Udemy Courses AI Engineers Should Join in 2026 https://medium.com/javarevisited/top-10-udemy-courses-ai-engineers-should-join-in-2026-aedb83bff8b4 | |||
| 15:44 | MCP Today and Tomorrow: Composability, Context, and the Road Ahead https://bytebridge.medium.com/mcp-today-and-tomorrow-composability-context-and-the-road-ahead-6333b0ef9fc6 | |||
| 15:42 | How MCP Makes LLMs More Powerful for Teams https://bytebridge.medium.com/how-mcp-makes-llms-more-powerful-for-teams-a3dbdddd28dd | |||
| 15:41 | I'm Betting That OpenAI Will Go Broke https://www.nytimes.com/2026/01/13/opinion/openai-ai-bubble-financing.html | |||
| 15:39 | How to Use Claude Opus 4.5 & Gemini 3 for Free with OpenCode https://koji-kanao.medium.com/how-to-use-claude-opus-4-5-gemini-3-for-free-with-opencode-b65ae340637d | |||
| 15:32 | The Hidden Costs of Large AI Models https://medium.com/@sparknp1/the-hidden-costs-of-large-ai-models-9fc3a5bddcb8 | |||
| 15:27 | Five Practical Lessons for Serving Models with Triton Inference Server https://talperry.com/en/posts/genai/triton-inference-server/ | |||
| 15:26 | Anthropic Did Not Make a Mistake in Cutting Off Third-Party Clients https://12gramsofcarbon.com/p/tech-things-anthropic-did-not-make | |||
| 15:20 | TAI #187: OpenAI’s Health Push and the Real State of LLMs in Medicine https://pub.towardsai.net/tai-187-openais-health-push-and-the-real-state-of-llms-in-medicine-f2cfd8504156 | |||
| 15:07 | The Polished Mirror: Why AI Is Not a Machine, But a Reflection of Us https://medium.com/@MaGo64/the-polished-mirror-why-ai-is-not-a-machine-but-a-reflection-of-us-3c3b8ad0d1dc | |||
| 15:03 | Anthropic invests .5M in the Python Software Foundation https://discuss.python.org/t/anthropic-has-made-a-large-contribution-to-the-python-software-foundation-and-open-source-security/105694 | |||
| 14:55 | Ground Truth: for Evaluating LLM-Based Agentic AI Models https://medium.com/@abhishekjunnarkar/ground-truth-for-evaluating-llm-based-agentic-ai-models-35c0f055ca31 | |||
| 14:43 | Stop Prompting, Start Architecting: How Senior Devs Tame Claude Code Hallucinations https://medium.com/@spacholski99/stop-prompting-start-architecting-how-senior-devs-tame-claude-code-hallucinations-cad528633c4e | |||
| 14:30 | Agentic Memory as State Evolution https://samrat-saha.medium.com/agentic-memory-is-not-rag-a-systems-view-e06d91039780 | |||
| 14:23 | Beyond Prompt Engineering: Building Maintainable and High-Performing LLM Pipelines with DSPy https://medium.com/@vsanmed/beyond-prompt-engineering-building-maintainable-and-high-performing-llm-pipelines-with-dspy-73e0caac948a | |||
| 14:22 | Generative AI Explained: How Language Models Create Text, Images, and Code https://medium.com/@dennno/generative-ai-explained-how-language-models-create-text-images-and-code-33af4b400eee | |||
| 13:44 | Stuck Between Ambiguous and Essential: How LLMs Model Words https://blog.judicata.com/stuck-between-ambiguous-and-essential-how-llms-model-words-a0936ad06647 | |||
| 13:37 | When Internal Access Meets External Observation:A Note on Introspective Awareness in AI Dialogue https://medium.com/@tsumugi-iori/when-internal-access-meets-external-observation-a-note-on-introspective-awareness-in-ai-dialogue-07ac2aa43305 | |||
| 13:36 | Show HN: A Markdown Viewer for the LLM Era (Mermaid and LaTeX) https://mdview.io/ | |||
| 13:24 | Don’t know which type of language model to use? Start here https://medium.com/ai-quick-tips/dont-know-which-type-of-language-model-to-use-start-here-2884226643fc | |||
| 13:15 | DeepSeek Just Gave Transformers Something They Never Had: A Native Memory Lookup https://medium.com/@kamathuday/deepseek-just-gave-transformers-something-they-never-had-a-native-memory-lookup-82f6559a82c8 | |||
| 12:47 | CASE-BASED REASONING FOR LLM AGENTS: CHAPTER 1 https://medium.com/data-and-beyond/case-based-reasoning-for-llm-agents-chapter-1-7730d7cb8ae3 | |||
| 12:45 | The Hardest AI Question Isn’t ‘What’ or ‘How’ — It’s ‘Where’ https://medium.com/@vijaysl/the-hardest-ai-question-isnt-what-or-how-it-s-where-6fa2a87c6177 | |||
| 12:35 | “What are the most impactful real-world applications of AI-powered data science?” https://medium.com/@shyamtechnologieshyd/what-are-the-most-impactful-real-world-applications-of-ai-powered-data-science-393ea131c12f | |||
| 12:33 | The Competitiveness Trap: Why We Are Rushing into a Hallucinated Future https://medium.com/@ravi92sr/the-competitiveness-trap-why-we-are-rushing-into-a-hallucinated-future-9373beb01a37 | |||
| 12:29 | A False Statement: World Models Will Be the Next Frontier of AI Models https://ai.plainenglish.io/a-false-statement-world-models-will-be-the-next-frontier-of-ai-models-bab93c5c22ab | |||
| 12:29 | Build an Instant Chat Assistant with Groq & Llama 3 https://pub.towardsai.net/build-an-instant-chat-assistant-with-groq-llama-3-99b83b7dbe53 | |||
| 12:26 | The Best Resources to Learn LLMs and AI Agents in 2026 https://amankharwal.medium.com/the-best-resources-to-learn-llms-and-ai-agents-in-2026-6e8743e17428 | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124