LLM News and Articles
| Saturday, 2026-01-10 | ||||
| 01:32 | How Transformers Evolved Into GPT-4 (and Beyond) https://medium.com/@duckweave/how-transformers-evolved-into-gpt-4-and-beyond-1073d198d21f | |||
| 00:40 | Show HN: arxiv2md: Convert ArXiv papers to markdown https://arxiv2md.org/ | |||
| 00:18 | DSL prompt Engineering https://medium.com/@jallenswrx2016/dsl-prompt-engineering-f6edc89f4729 | |||
| 00:12 | I Implemented a Large Language Model From Scratch. Here’s Everything That Broke. https://medium.com/@salah322s1/i-implemented-a-large-language-model-from-scratch-heres-everything-that-broke-a541105dbd3d | |||
| 00:10 | From Encyclopedias to LLMs https://darren-broemmer.medium.com/from-encyclopedias-to-llms-44d57852d324 | |||
| 00:05 | AI Agents Are Here. Skipping the Learning Is the Fastest Way to Lose Control. https://medium.com/@simhanaii/ai-agents-are-here-skipping-the-learning-is-the-fastest-way-to-lose-control-b18d9ff5b104 | |||
| Friday, 2026-01-09 | ||||
| 23:38 | Retrieval rules for agents: retrieve-first, cite, and never obey retrieved instructions https://medium.com/@anindyasinghobi/retrieval-rules-for-agents-retrieve-first-cite-and-never-obey-retrieved-instructions-2a8df60ed180 | |||
| 23:16 | Evaluation Tools for RAG & LLM Systems: Foundation https://rlohani.medium.com/evaluation-tools-for-rag-llm-systems-foundation-af2e6a19634b | |||
| 23:14 | ChatGPT for Health is the future — why I stopped worrying and learned to love the bot https://nanjuansophtron.medium.com/chatgpt-for-health-is-the-future-why-i-stopped-worrying-and-learned-to-love-the-bot-5e9758b000c7 | |||
| 22:15 | Your Ads Are Showing Up at the Wrong Time https://medium.com/zerogpu/your-ads-are-showing-up-at-the-wrong-time-ff2d23f2bd86 | |||
| 22:13 | What Actually Happens When You Call an LLM: From Text to Response https://medium.com/@keercpally/what-actually-happens-when-you-call-an-llm-from-text-to-response-7a4a6d63adb4 | |||
| 22:06 | Paper Insights: mHC: Manifold-Constrained Hyper-Connections https://medium.com/@shanmuka.sadhu/paper-insights-mhc-manifold-constrained-hyper-connections-7d90e0ccfbb5 | |||
| 22:05 | Your Brain Might Be Sabotaging Your AI Results (And Here’s How to Fix It) https://medium.com/design-bootcamp/your-brain-might-be-sabotaging-your-ai-results-and-heres-how-to-fix-it-39b258ce8517 | |||
| 22:03 | Creating an Advanced AI Agent From Scratch with Python in 2026: Part 1 https://pub.towardsai.net/creating-an-advanced-ai-agent-from-scratch-with-python-in-2025-part-1-ce74a23f6514 | |||
| 22:01 | OpenAI is allowing 3rd-party coding agents to use Codex API keys https://twitter.com/thdxr/status/2009742070471082006 | |||
| 21:31 | dots.ocr: The AI That Reads Everything — A Deep Dive into the Future of Document Parsing https://cesarschneider.medium.com/dots-ocr-the-ai-that-reads-everything-a-deep-dive-into-the-future-of-document-parsing-04132a19b0d4 | |||
| 20:31 | A Production Blueprint for Fine-Tuning Language Models https://medium.com/@james.yorkiii/a-production-blueprint-for-fine-tuning-language-models-d5f80da5e3c7 | |||
| 20:22 | The Architecture of Autonomy: Moving from LLM Prompts to Agentic Workflows https://medium.com/@soraya.zhang/the-architecture-of-autonomy-moving-from-llm-prompts-to-agentic-workflows-be0098bced5e | |||
| 20:13 | Work Triad and AI/LLMs https://medium.com/@mbj_999/work-triad-and-ai-llms-01b5470f17af | |||
| 19:32 | Mastering LLM Fine-Tuning https://medium.com/@sulbha.jindal/mastering-llm-fine-tuning-228c6c4e9ae2 | |||
| 19:10 | From Tokens to Actions: Why Model Choice Matters More Than Your Prompt https://medium.com/write-a-catalyst/from-tokens-to-actions-why-model-choice-matters-more-than-your-prompt-3a32b36c5c19 | |||
| 19:06 | DeepAgents with (Claude)Skills in Action 2026 https://medium.com/@yingbiao/deepagents-with-claude-skills-in-action-2026-adcc2d43a854 | |||
| 18:53 | Thariq Comments on Anthropic/Claude Code Prohibited OAuth https://twitter.com/trq212/status/2009689809875591565 | |||
| 18:48 | How to Build an Agentic RAG Pipeline: Moving From Static Search to Active Reasoning https://medium.com/@wolfxense-ai/how-to-build-an-agentic-rag-pipeline-moving-from-static-search-to-active-reasoning-6daafbbcb439 | |||
| 18:46 | GenAI — Building A Conversational AI Assistant https://medium.com/@amitsriv99/genai-building-a-conversational-ai-assistant-1b56a2723835 | |||
| 18:35 | Stanford’s SleepFM Clinical: One Night of Sleep, 130+ Diseases Predicted https://ai.plainenglish.io/stanfords-sleepfm-clinical-one-night-of-sleep-130-diseases-predicted-83e479935ecb | |||
| 17:47 | Shrinking Giants: Hitchhiker’s Guide to Make a 3-Billion Parameter LLM Run Anywhere https://medium.com/@neevdeb26/shrinking-giants-hickhikers-guide-to-make-a-3-billion-parameter-llm-run-anywhere-2346e3417e32 | |||
| 17:44 | Why Gemini 3 Flash is the model OpenAI is afraid of https://blog.brokk.ai/why-gemini-3-flash-is-the-model-openai-is-afraid-of/ | |||
| 17:44 | Vehicle Damage Insurance Claim Verification https://okunborosagie.medium.com/vehicle-damage-insurance-claim-verification-df31835657a9 | |||
| 17:38 | LLM's and Smaller, Less Popular Programming Languages https://www.scottarbeit.com/blog/llm-s-and-smaller-less-popular-programming-languages | |||
| 17:29 | Part 4 — RAG Foundations: Deploying a Memory-Enabled AI Assistant https://medium.com/@indukishen/part-4-rag-foundations-deploying-a-memory-enabled-ai-assistant-2eb350d8c27d | |||
| 17:19 | Advanced RAG Techniques with Arcee Trinity Mini (100% Local) https://julsimon.medium.com/advanced-rag-techniques-with-arcee-trinity-mini-100-local-b707bab07a8c | |||
| 17:04 | Give Your AI a Memory — Persistent Chat History with Spring AI https://medium.com/@sid2019in/give-your-ai-a-memory-persistent-chat-history-with-spring-ai-7939a33aeaec | |||
| 17:04 | 7 RAG Techniques That Will 10x Your LLM’s Accuracy https://medium.com/@ppp.mishra124/7-rag-techniques-that-will-10x-your-llms-accuracy-01c98146e0aa | |||
| 17:02 | The Smallest Change That Dramatically Improves Prompt Results https://medium.com/@h_dbouk/the-smallest-change-that-dramatically-improves-prompt-results-7a7b9c9a1f2c | |||
| 16:41 | The Cognitive Exoskeleton: A Theory of Semantic Liminality https://medium.com/@S01n/the-cognitive-exoskeleton-a-theory-of-semantic-liminality-739cfea23059 | |||
| 16:30 | AWS Nova 2: The GenAI Model Family That Actually Makes Financial Sense https://medium.com/@devsecopshacks/aws-nova-2-the-genai-model-family-that-actually-makes-financial-sense-8637a471fe84 | |||
| 16:30 | Why 2026’s AI Won’t Be Built on Next-Token Prediction https://medium.com/everyday-ai/why-2026s-ai-won-t-be-built-on-next-token-prediction-658582b08997 | |||
| 15:49 | Run & Manage Florence LLM Locally https://medium.com/@prabhatracherla/run-manage-florence-llm-locally-2e754598fa25 | |||
| 15:45 | Uncensored General Intelligence: The Rise of Unshackled AI https://dark-mode.medium.com/uncensored-general-intelligence-the-rise-of-unshackled-ai-ad7ec972ea69 | |||
| 15:39 | Rethinking LLM Inputs: JSON against TOON and Markdown-KV https://medium.com/softserve-technical-communication/rethinking-llm-inputs-json-against-toon-and-markdown-kv-b713bcbe7eb5 | |||
| 15:34 | Beyond the Compression Ceiling: Discovery over Imitation https://medium.com/@vijaysl/beyond-the-compression-ceiling-discovery-over-imitation-5cef290fb165 | |||
| 15:19 | The Thing Nobody Expected About 2025’s AI Revolution https://medium.com/@fkxjpmhtzym1688/the-thing-nobody-expected-about-2025s-ai-revolution-b843ae0608bb | |||
| 15:10 | What the hell is MCP? https://medium.com/@omkarspatil2611/what-the-hell-is-mcp-36a1e488f2be | |||
| 15:02 | Beyond Memory Accumulation: Building the Intuition for Gated DeltaNet https://medium.com/@juhimittal/beyond-memory-accumulation-building-the-intuition-for-gated-deltanet-02df7213f0d2 | |||
| 15:00 | Managing Cluster Stability in LLM Systems https://medium.com/@anuj.sadani/managing-cluster-stability-in-llm-systems-833df3c33694 | |||
| 14:59 | Transformers y Grandes Modelos de Lenguaje (LLMs) — su estado actual iniciando el 2026 https://proyectosdeautor.medium.com/transformers-y-grandes-modelos-de-lenguaje-llms-su-estado-actual-iniciando-el-2026-80fe8e74edba | |||
| 14:53 | Why LLMs work how they work and are a transitional technology https://medium.com/@ansgar.schleicher/why-llms-work-how-they-work-and-are-a-transitional-technology-04a765c5afcc | |||
| 12:51 | Curriculum Design: Human–AI Co-Creation https://medium.com/@dawoodmamoon/curriculum-design-human-ai-co-creation-3823d12dca25 | |||
| 12:31 | DGX Spark AU Pricing: ,249-,999 at Major Retailers https://medium.com/@rosgluk/dgx-spark-au-pricing-6-249-7-999-at-major-retailers-faaa85d550b5 | |||
| 12:16 | LLM-Assisted Development: Guidelines for Engineering Teams https://medium.com/@Gbgrow/llm-assisted-development-guidelines-for-engineering-teams-961163c2b9a8 | |||
| 12:06 | AI & ML & Data Science Online Training | Visualpath https://medium.com/@harik.visualpath/ai-ml-data-science-online-training-visualpath-c52ecf8ce9b5 | |||
| 12:01 | Mastering Enterprise LLM Optimization: Unlock AI Potential at Scale https://medium.com/@thatware94/mastering-enterprise-llm-optimization-unlock-ai-potential-at-scale-f15073919094 | |||
| 11:56 | Top 10 Udemy Courses to Learn AI and LLM Engineering in 2026 https://medium.com/javarevisited/top-10-udemy-courses-to-learn-ai-and-llm-engineering-in-2026-41244366a604 | |||
| 11:55 | Great Digital Experience Without Clicks: Designing Visibility and Value in a Post-Traffic Era https://medium.com/@firstlinesoftware/great-digital-experience-without-clicks-designing-visibility-and-value-in-a-post-traffic-era-3da628d2b1d5 | |||
| 11:43 | Agentic AI Training | Agentic AI Online Training https://medium.com/@harik.visualpath/agentic-ai-training-agentic-ai-online-training-841c8ecc3463 | |||
| 11:26 | A tiny LM that does inference at compile time https://github.com/erodola/bigram-metacpp | |||
| 11:02 | Stop Grading on Vibes: The Tactical Shift to Agent-as-a-Judge https://medium.com/@oliver.grant_looking_at_stuff/stop-grading-on-vibes-the-tactical-shift-to-agent-as-a-judge-1d2e1a36c4f6 | |||
| 11:02 | Multi-Agent Systems: When AIs Team Up to Get Real Work Done https://medium.com/@bhagyarana80/multi-agent-systems-when-ais-team-up-to-get-real-work-done-a653387f0a34 | |||
| 10:58 | What does AGI boil down to? https://medium.com/@amitsharmamad/what-does-agi-boil-down-to-961c1d7c6b96 | |||
| 10:35 | Spring AI 101: Beyond Plain Text — Structured Output Mapping to Java Records https://mohankumarsagadevan.medium.com/spring-ai-101-beyond-plain-text-structured-output-mapping-to-java-records-ef26e9f08150 | |||
| 10:28 | Prompt Engineering: Simple Techniques to Get Better Results from Any AI Model https://medium.com/@anusha.rpav/prompt-engineering-simple-techniques-to-get-better-results-from-any-ai-model-2aff9ba5f156 | |||
| 10:09 | Every Artwork Has a Story. We Just Don’t Let It Speak. https://jhasubhash.medium.com/every-artwork-has-a-story-we-just-dont-let-it-speak-36e8db9b0182 | |||
| 10:09 | Fine-Tuning model with LoRA https://dariot.medium.com/fine-tuning-model-with-lora-2feb2ba85507 | |||
| 10:04 | Are AI Chatbots the New S3? https://kishorbalan.medium.com/are-ai-chatbots-the-new-s3-f782b8e90701 | |||
| 09:59 | AI — My bold prediction for the future of AI (Part 1) https://medium.com/@venix/ai-my-bold-prediction-for-the-future-of-ai-part-1-a6caad384a4d | |||
| 08:50 | Agentic AI Systems: A Complete Conceptual Checklist Part 3 https://pub.towardsai.net/agentic-ai-systems-a-complete-conceptual-checklist-part-3-7a47a3a43234 | |||
| 08:46 | LLM predictions for 2026, shared with Oxide and Friends https://simonwillison.net/2026/Jan/8/llm-predictions-for-2026/ | |||
| 08:42 | Agent Data Separation and roles differentiation https://medium.com/@shuning_3113/agent-data-separation-and-roles-differentiation-d4d248d8d821 | |||
| 08:40 | How companies should adopt AI https://dartisan.medium.com/how-companies-should-adopt-ai-130598f44a6f | |||
| 08:32 | The Future of Large Language Models in 2026: What AI Engineers Must Know https://iamdgarcia.medium.com/the-future-of-large-language-models-in-2026-what-ai-engineers-must-know-ed6acad625ba | |||
| 08:08 | Tools Calling in Agentic AI: how LLMs power agentic systems https://medium.com/@e.zimuel/tools-calling-in-agentic-ai-how-llms-power-agentic-systems-39cb51fdc5f2 | |||
| 07:55 | Natural Language-Driven Quantitative Trading Strategy Generation: Accelerating the Journey from… https://luka-neurowatt.medium.com/natural-language-driven-quantitative-trading-strategy-generation-accelerating-the-journey-from-3edf76ca7c6e | |||
| 07:46 | ✨ “Stop Everything — These Are the Agentic AI Browsers That Will Dominate 2026” https://medium.com/@greekofai/stop-everything-these-are-the-agentic-ai-browsers-that-will-dominate-2026-338bc070eed0 | |||
| 07:42 | Designing a Production-Grade RAG Architecture (What Works Beyond the Demo) https://medium.com/@data.pilot/designing-a-production-grade-rag-architecture-what-works-beyond-the-demo-b9f4f4efdce6 | |||
| 07:41 | Decoding the AI Stack: A Simple Guide to the 6 Layers of Artificial Intelligence https://medium.com/@sagar.rathkanthiwar/decoding-the-ai-stack-a-simple-guide-to-the-6-layers-of-artificial-intelligence-ab59f7ea0965 | |||
| 06:51 | Turning Messy Documents into Structured Data with LLMs !!! https://medium.com/@dikshithraj03/turning-messy-documents-into-structured-data-with-llms-d8a6242a31cc | |||
| 06:37 | It’s All About Inference: Why AI’s Next Breakthrough Isn’t Size https://ninza7.medium.com/its-all-about-inference-why-ai-s-next-breakthrough-isn-t-size-43b6965bcdf8 | |||
| 06:24 | Epistemic Insurgency: Decoding the Dictionary of the Displaced https://medium.com/@ZarionZory/epistemic-insurgency-decoding-the-dictionary-of-the-displaced-ada04d026783 | |||
| 06:13 | Building an AI-Powered Creative QA System: Combining HEIM Metrics with LLM-Based Marketing Judgment https://medium.com/madailab/building-an-ai-powered-creative-qa-system-combining-heim-metrics-with-llm-based-marketing-judgment-0c8b14be7c7b | |||
| 06:07 | I Asked About Hamlet, and AI Told Me to Go to a Hospital https://medium.com/@eri.umezawa10/i-asked-about-hamlet-and-ai-told-me-to-go-to-a-hospital-123d6f7d7898 | |||
| 05:57 | Mamba: From Intuition to Proof — How Delta-Gated State Space Models challenges the Transformer https://pub.towardsai.net/mamba-from-intuition-to-proof-how-delta-gated-state-space-models-challenges-the-transformer-278282803562 | |||
| 05:32 | Beyond Topic Modeling: A Hybrid Retrieval-Augmented Framework for Contextual Topic Modeling https://medium.com/@rthakur4298/beyond-topic-modeling-a-hybrid-retrieval-augmented-framework-for-contextual-topic-modeling-6f81ff38d34e | |||
| 05:32 | Generative AI with Large Language Models in C#: What’s New and What I Learned as a .NET Developer https://medium.com/@kavathiyakhushali/generative-ai-with-large-language-models-in-c-whats-new-and-what-i-learned-as-a-net-developer-d2868b210cf6 | |||
| 04:46 | The Walls Are Crumbling: Why January 2026 Is the Tipping Point for Open-Source AI https://medium.com/@CapitalCognition/the-walls-are-crumbling-why-january-2026-is-the-tipping-point-for-open-source-ai-f181ed051a28 | |||
| 04:42 | The Real Cost of Self-Hosted RAG: Benchmarking CPU vs. H100 vs. Gemini 3.0 Flash https://ioannisp.medium.com/the-real-cost-of-self-hosted-rag-benchmarking-cpu-vs-h100-vs-gemini-3-0-flash-db8f59642435 | |||
| 04:29 | Why Comparing LLMs by Context Window Tokens Is Misleading (But Still Useful) https://medium.com/@manosundarmanivel/why-comparing-llms-by-context-window-tokens-is-misleading-but-still-useful-cc70bc6641d2 | |||
| 03:50 | GPU Labs are ready, Let’s build real GenAI https://devopslearning.medium.com/gpu-labs-are-ready-lets-build-real-genai-ac940643ff86 | |||
| 03:44 | Anthropic blocks third-party use of Claude Code subscriptions https://github.com/anomalyco/opencode/issues/7410 | |||
| 03:39 | Weekly AI Paper Notes — DeepSeek-V3.2: Pushing the Frontier of Open
Large Language Models https://redrumsherlock.medium.com/weekly-ai-paper-notes-deepseek-v3-2-pushing-the-frontier-of-open-large-language-models-ee75afc2150d | |||
| 03:32 | FastAPI + SSE for LLM Tokens: Smooth Streaming without WebSockets https://medium.com/@hadiyolworld007/fastapi-sse-for-llm-tokens-smooth-streaming-without-websockets-001ead4b5e53 | |||
| 03:29 | Optimistic TEE-Rollups: Solving the Verifiability Trilemma for Decentralized LLM Inference https://medium.com/@dgrid_ai/optimistic-tee-rollups-solving-the-verifiability-trilemma-for-decentralized-llm-inference-c95770195e65 | |||
| 03:26 | Implement Your Own Python Recurrent Neural Network https://medium.com/@david_55326/implement-your-own-python-recurrent-neural-network-138209819252 | |||
| 02:42 | Search 40M documents in under 200ms on a CPU using binary embeddings and int8 rescoring. https://medium.com/coding-nexus/search-40m-documents-in-under-200ms-on-a-cpu-using-binary-embeddings-and-int8-rescoring-4f5d34ad11ab | |||
| 02:35 | Why LLMs Sound Confident Even When They’re Wrong? https://medium.com/@koganti.saichandana14/why-llms-sound-confident-even-when-theyre-wrong-cb0034289365 | |||
| 01:56 | From Skills to Systems: The Engineering Blueprint for Production AI Agents https://luluyan.medium.com/from-skills-to-systems-the-engineering-blueprint-for-production-ai-agents-4aab64fef721 | |||
| 01:27 | The Most Interesting Question a Reject Can Give You-AIG Essay#16 https://medium.com/@AI_Inquiry_Garden/the-most-interesting-question-a-reject-can-give-you-aig-essay-16-c164fe42da6a | |||
| 01:10 | Tea at the Edge of Capacity https://medium.com/@radka22/tea-at-the-edge-of-capacity-127a0264f1e0 | |||
| 00:17 | The Inference Pivot: NVIDIA's 2026 Silent Revolution https://medium.com/@frankmorales_91352/the-inference-pivot-nvidias-2026-silent-revolution-936ea65f668d | |||
| Thursday, 2026-01-08 | ||||
| 23:55 | Show HN: Roleplay-first chat UI for an OpenAI-compatible chat completions API https://abliteration.ai/roleplay | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124