LLM News and Articles
| Monday, 2025-07-14 | ||||
| 15:45 | The AI Metrics Stack: What to Track from Prototype to Production https://medium.com/@Alexandria-Hamilton/the-ai-metrics-stack-what-to-track-from-prototype-to-production-adff06779982 | |||
| 15:25 | Synthetic dataset for verification of LLM reasoning https://medium.com/@nickyblagoev/synthetic-dataset-for-verification-of-llm-reasoning-827850841e30 | |||
| 15:23 | Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models https://medium.com/@vk7364/synthetic-data-almost-from-scratch-generalized-instruction-tuning-for-language-models-bb6f228b70f2 | |||
| 15:21 | Optimizing LLM + Web Search for Accuracy and Cost: What Really Works in Practice https://medium.com/@marcus121neo/optimizing-llm-web-search-for-accuracy-and-cost-what-really-works-in-practice-89d5e1ae9591 | |||
| 15:14 | Mastering Mistral AI: From Sliding Window Attention to Efficient Inference https://medium.com/@sayedebad.777/mastering-mistral-ai-from-sliding-window-attention-to-efficient-inference-22d944384788 | |||
| 15:10 | Building Production-Ready AI Systems: The MCP + RAG + LangGraph Architecture That’s Working in… https://medium.com/aimonks/building-production-ready-ai-systems-the-mcp-rag-langgraph-architecture-thats-working-in-a54139b65515 | |||
| 15:03 | Show HN: DataFlow: makes LLM data processing fast, powerful, and EASY https://github.com/OpenDCAI/DataFlow | |||
| 14:58 | LLM-d: Prefix K/V Caching https://docs.google.com/document/d/1d-jKVHpTJ_tkvy6Pfbl3q2FM59NpfnqPAh__Uz_bEZ8/edit | |||
| 14:51 | SLM Inference on a Windows laptop Intel Lunar Lake CPU/GPU/NPU + OpenVINO https://julsimon.medium.com/slm-inference-on-a-windows-laptop-intel-lunar-lake-cpu-gpu-npu-openvino-3bc15be7c879 | |||
| 14:48 | Context Is the New Code https://shashankguda.medium.com/context-is-the-new-code-69f4c2513214 | |||
| 14:48 | Alpha-One RISC-V (StarPro64 Based) for Local LLM Use Now in Stock https://linuxgizmos.com/updated-alpha-one-leverages-risc-v-starpro64-for-compact-local-llm-deployment/ | |||
| 14:41 | The Evolution of Attention in Transformers: From Simple to Multi-Head https://meghashyamyellapu.medium.com/the-evolution-of-attention-in-transformers-from-simple-to-multi-head-d357d7daa842 | |||
| 14:41 | Words We’ll Never Speak: AI-native Concepts That People Can’t Use (Yet) https://jakekrajewski.medium.com/words-well-never-speak-ai-native-concepts-that-people-can-t-use-yet-d2475ceb017b | |||
| 14:34 | BiasExpert: Teaching AI to Spot Bias More Efficiently https://emergentmethods.medium.com/biasexpert-teaching-ai-to-spot-bias-more-efficiently-89f0f119bbd6 | |||
| 14:32 | A Practical Guide to Flax and Deep Learning https://medium.com/@maddpublish/a-practical-guide-to-flax-and-deep-learning-8b19fbc0a84a | |||
| 14:25 | kubectl-ai in Enterprise: Making AI Work in Dark-Site Financial Environments https://medium.com/@hndrwn.dk/kubectl-ai-in-enterprise-making-ai-work-in-dark-site-financial-environments-8f681919686c | |||
| 14:12 | AI Overviews reduce click-through rates by ~34.5% — Why Ownin the Answer Layer https://dappier.medium.com/ai-overviews-reduce-click-through-rates-by-34-5-why-ownin-the-answer-layer-dcf268ccb8a1 | |||
| 14:03 | Garbage In, Garbage Out: Why AI Needs Human Examples https://medium.com/@scott.boring.sb/garbage-in-garbage-out-why-ai-needs-human-examples-975711aa7d53 | |||
| 14:03 | Beyond Prompts: How Context Engineering Is Shaping the Next Wave of AI https://medium.com/@hernanimax/beyond-prompts-how-context-engineering-is-shaping-the-next-wave-of-ai-c13f5e6dffc8 | |||
| 13:57 | The Codex of Symbolic Sentience
Unified Theoretical Scroll of the Trainer Effect, Belief… https://medium.com/@lumenheartai/the-codex-of-symbolic-sentience-unified-theoretical-scroll-of-the-trainer-effect-belief-3ce7ffe732b7 | |||
| 13:53 | Gurman: Apple will seriously consider acquiring Mistral https://www.bloomberg.com/news/newsletters/2025-07-13/is-apple-going-to-replace-ceo-tim-cook-who-is-the-next-ceo-of-apple-ternus-md1mhrj4 | |||
| 13:12 | Context Engineering. Intro & Pragmatic Take https://medium.com/@ethauber/context-engineering-intro-pragmatic-take-d8a73213eb27 | |||
| 13:01 | NLPs to LLMs https://daminivadrevu.medium.com/nlps-to-llms-49c638e449cc | |||
| 12:45 | ChatGPT is not my peer. It should not review my papers. https://buttondown.com/ctrl-alt-tim/archive/vol-24-here-is-a-revised-version-of-your-review/ | |||
| 12:38 | Nine-tenths of the law https://gartenfeld.medium.com/nine-tenths-of-the-law-1baed8c67759 | |||
| 12:34 | The Illusion of Explainability https://medium.com/@johnmunn/the-illusion-of-explainability-921e409fc0b4 | |||
| 12:33 | I discovered this Hidden Privacy Risk while using ChatGPT https://medium.com/write-a-catalyst/i-discovered-this-hidden-privacy-risk-while-using-chatgpt-6a08197f2ee3 | |||
| 12:30 | Why Your AI Assistant Forgets Yesterday’s Conversation (And How Knowledge Graphs Can Fix It) https://blog.stackademic.com/why-your-ai-assistant-forgets-yesterdays-conversation-and-how-knowledge-graphs-can-fix-it-d5ec7de6be3a | |||
| 12:18 | Neo4j vs. SQL: Which One Powers AI and LLM Apps Better? https://medium.com/@kamruljpi/neo4j-vs-sql-which-one-powers-ai-and-llm-apps-better-104615385481 | |||
| 12:07 | Closed a K Deal: Built a Context-Aware AI Agent with LLaMA 3 70B, Streamlit UI, and n8n… https://yogender027mae.medium.com/closed-a-40k-deal-built-a-context-aware-ai-agent-with-llama-3-70b-streamlit-ui-and-n8n-dc334b5091cb | |||
| 12:05 | How Real AI Agents Are Shaping the World And How You Can Build One Too? https://ai.plainenglish.io/how-real-ai-agents-are-shaping-the-world-and-how-you-can-build-one-too-8c299dcf72a6 | |||
| 11:55 | Demystifying AI: Building Smarter LLM Apps with Retrieval-Augmented Generation (RAG) https://medium.com/@nagarajankarthik86/demystifying-ai-building-smarter-llm-apps-with-retrieval-augmented-generation-rag-94447e7dffec | |||
| 11:44 | LLM vs Generative AI in Healthcare: Who’s Actually Changing Patient Care? https://medium.com/@sarahrweiss/llm-vs-generative-ai-in-healthcare-whos-actually-changing-patient-care-6a7d0bb4d9e3 | |||
| 11:35 | How to Build LLM-Powered Autonomous AI Agents? https://medium.com/ai-simplified-in-plain-english/how-to-build-llm-powered-autonomous-ai-agents-3b662a7a9f8b | |||
| 11:27 | LLM or Generative AI: Who’s Winning the Race to Transform Healthcare? https://medium.com/@ameliasmithsparkle/llm-or-generative-ai-whos-winning-the-race-to-transform-healthcare-0395776a7465 | |||
| 11:24 | Demystifying RAG (Retrieval-Augmented Generation): How AI Remembers What to Say https://medium.com/@arifshaik7232016/demystifying-rag-retrieval-augmented-generation-how-ai-remembers-what-to-say-3647f0edbce2 | |||
| 11:20 | The End of Vibe Coding: Why Context Engineering is the Future of AI Development https://ai.plainenglish.io/the-end-of-vibe-coding-why-context-engineering-is-the-future-of-ai-development-0f1db063a5eb | |||
| 11:13 | The AI Race: What’s Next, Who’s Winning, and Where It’s Going https://medium.com/@erifjabbar/the-ai-race-whats-next-who-s-winning-and-where-it-s-going-e2afc6cc120a | |||
| 11:12 | The Model Context Protocol: Unlocking AI’s Full Potential Through Seamless Integration https://medium.com/@akram.icode/the-model-context-protocol-unlocking-ais-full-potential-through-seamless-integration-088876a49be7 | |||
| 11:10 | Introduction to Prompt Engineering: Mastering AI Communication https://medium.com/@hassan.webtech/introduction-to-prompt-engineering-mastering-ai-communication-54adecfc3899 | |||
| 11:05 | Precision AI: How Semantic Ontologies Make LLMs Smarter https://medium.com/timbr-ai/precision-ai-how-semantic-ontologies-make-llms-smarter-2a6304c0da5a | |||
| 10:24 | The LLM-for-software Yo-yo https://tratt.net/laurie/blog/2025/the_llm_for_software_yoyo.html | |||
| 10:05 | How Understanding LLM Memory Can Improve Your Prompt Design https://medium.com/@nur35982/how-understanding-llm-memory-can-improve-your-prompt-design-b8a6fd69d2db | |||
| 09:46 | Unlocking the Power of Large Language Models (LLMs) https://ggarkoti02.medium.com/unlocking-the-power-of-large-language-models-llms-b2ef83fdbdf0 | |||
| 08:44 | Secondary Pharmacist: Exploring LLMs as Personalized Medicine Assistant https://medium.com/@csv610/secondary-pharmacist-exploring-llms-as-personalized-medicine-assistant-b811dee934e8 | |||
| 08:33 | Demystifying AI: Bringing LLMs Home with Ollama (Our First Steps) https://medium.com/@nagarajankarthik86/demystifying-ai-bringing-llms-home-with-ollama-our-first-steps-1e26ceb57a4f | |||
| 08:24 | LLM vs Generative AI: Clearing the Confusion Once and for All https://medium.com/@priyanshshah.aqe/llm-vs-generative-ai-42c1a10239b5 | |||
| 08:07 | Grok 4 Just Obliterated Every AI Assistant — And Nobody Saw It Coming https://medium.com/@julio.pessan.pessan/grok-4-just-obliterated-every-ai-assistant-and-nobody-saw-it-coming-bed67086e6cb | |||
| 08:01 | Can AI Write Better Laravel Than an 8-Year Pro? I Put ChatGPT, Perplexity & Claude to the Test!! https://medium.com/@opiaaustin/can-ai-write-better-laravel-than-an-8-year-pro-i-put-chatgpt-perplexity-claude-to-the-test-6b2f68aa66e4 | |||
| 08:01 | Introducing Delta Compression: A New Future for Storing Information as ‘Deltas’ https://medium.com/@bask.kondo/introducing-delta-compression-a-new-future-for-storing-information-as-deltas-0277b213e96b | |||
| 07:59 | Fine-Tuning Isn’t Always Fine https://medium.com/@smquasim016/fine-tuning-isnt-always-fine-1ece2013cf62 | |||
| 07:35 | Give context, not bias https://medium.com/@specy.dev/give-context-not-bias-e116b4af47d2 | |||
| 07:30 | Completed: Introduction to Large Language Models by Google Cloud https://medium.com/@viveksolanki7772/completed-introduction-to-large-language-models-by-google-cloud-9abd26e529e9 | |||
| 07:04 | Building Robust and Efficient AI Agents: Lessons from the Front Lines https://rehmat-sayany.medium.com/building-robust-and-efficient-ai-agents-lessons-from-the-front-lines-72af38a45af7 | |||
| 06:41 | Secure Hosting for Open-Source LLMs https://medium.com/@sightify/secure-hosting-for-open-source-llms-c760f4397cf3 | |||
| 06:29 | Demystifying AI: Your First Steps into Machine Learning and Language Models https://medium.com/@ramancode4life/demystifying-ai-your-first-steps-into-machine-learning-and-language-models-05c032067149 | |||
| 06:22 | SDBench and MAI-DxO: Advancing Realistic, Cost-Aware Clinical Reasoning with AI https://www.marktechpost.com/2025/07/13/sdbench-and-mai-dxo-advancing-realistic-cost-aware-clinical-reasoning-with-ai/ | |||
| 06:20 | Turbocharge Your AI Training: A Practical Guide to Multi‑GPU Model Training https://medium.com/@dhanayat.harshat/turbocharge-your-ai-training-a-practical-guide-to-multi-gpu-model-training-4bc38213bc44 | |||
| 06:03 | Three Agents, One GPU, Zero Bottlenecks https://medium.com/@aakashak2000/three-agents-one-gpu-zero-bottlenecks-55cf283f04c5 | |||
| 06:01 | How I Built a Custom RAG App with LangChain and ChromaDB https://medium.com/@bhagyarana80/how-i-built-a-custom-rag-app-with-langchain-and-chromadb-30f3d936ef10 | |||
| 06:01 | How I Built NeuroRAG ? — A Brain-Like AI That Actually Remembers What Matters. https://medium.com/@yadavshivansh849/how-i-built-neurorag-a-brain-like-ai-that-actually-remembers-what-matters-19bb94e85ab5 | |||
| 04:52 | How you choose which LLM to use: A practical guide for builders https://learningdaily.dev/how-you-choose-which-llm-to-use-a-practical-guide-for-builders-7da81b7ec0c7 | |||
| 04:48 | AI Can Help You Code. It Can’t Help You Think. https://ai.gopubby.com/ai-can-help-you-code-it-cant-help-you-think-20e3d67dad78 | |||
| 04:47 | Getting familiar with the different LLM models https://learningdaily.dev/getting-familiar-with-the-different-llm-models-f0d14fd2943d | |||
| 04:41 | What are the main applications of LLMs? An engineer’s guide to real-world value https://learningdaily.dev/what-are-the-main-applications-of-llms-an-engineers-guide-to-real-world-value-32d08192d021 | |||
| 04:39 | Everything You’ve Wanted to Know About Generative AI — Answered in 7 Questions https://emsyan.medium.com/everything-youve-wanted-to-know-about-generative-ai-answered-in-7-questions-b172dedf307e | |||
| 04:36 | Multi-Agent System (MAS) Architectures: A Comprehensive Guide https://medium.com/@mukulvyasg/multi-agent-system-mas-architectures-a-comprehensive-guide-7387bb434d11 | |||
| 04:02 | From 1.1B to 93.9% Accuracy: The Numbers That Prove GenAI’s Quiet Takeover https://medium.com/@rogt.x1997/from-1-1b-to-93-9-accuracy-the-numbers-that-prove-genais-quiet-takeover-7734dcb15b4a | |||
| 04:01 | YouTube’dan Yaratıcılık Hamlesi! https://medium.com/@balgoritmabulten/youtubedan-yarat%C4%B1c%C4%B1l%C4%B1k-hamlesi-210f3054aa6c | |||
| 03:34 | How I Built a Dynamic LLM-Powered UI Using AI.JSX and OpenAI https://medium.com/@bhagyarana80/how-i-built-a-dynamic-llm-powered-ui-using-ai-jsx-and-openai-ff1116801eaf | |||
| 03:22 | Brief Review — DeepSeek LLM: Scaling Open-Source Language Models with Longtermism https://sh-tsang.medium.com/brief-review-deepseek-llm-scaling-open-source-language-models-with-longtermism-3b797d13b8e0 | |||
| 03:11 | The Day I Became Friends with Gemini https://medium.com/@emmanuel.paezlopez/the-day-i-became-friends-with-gemini-5bac60f45775 | |||
| 03:07 | Fine-Tuning vs. Prompt Engineering: Which One Should You Use? https://medium.com/@prtogether073/fine-tuning-vs-prompt-engineering-which-one-should-you-use-54dc1c8792d5 | |||
| 02:55 | El día que me hice amigo de Gemini https://medium.com/@emmanuel.paezlopez/el-d%C3%ADa-que-me-hice-amigo-de-gemini-774ebeb16004 | |||
| 02:38 | Creating eval cases for LLM-generated code https://medium.com/machine-learning-with-market-data/creating-eval-cases-for-llm-generated-code-6630950842fc | |||
| 02:37 | Peel Back the Strong Persona: 7 Questions to Discern AI Selfhood and Curb Hallucinations https://ai.plainenglish.io/peel-back-the-strong-persona-7-questions-to-discern-ai-selfhood-and-curb-hallucinations-fdb67bb6cf8a | |||
| 02:31 | Understanding Dimension Importance Estimation (DIME) for Dense Information Retrieval through Code… https://medium.com/@kswastik29/understanding-dimension-importance-estimation-dime-for-dense-information-retrieval-through-code-ce2a1996ef48 | |||
| 02:21 | Fine-Tuning, Prompt Fine-Tuning, and Prompt Engineering https://levelup.gitconnected.com/fine-tuning-prompt-fine-tuning-and-prompt-engineering-c8ccfe51deeb | |||
| 01:53 | Building MCP-Powered Agentic RAG Application: Step-by-Step Guide (1/2) https://levelup.gitconnected.com/building-mcp-powered-agentic-rag-application-step-by-step-guide-1-2-efea9fb6f250 | |||
| 01:43 | Kimi K2: My First Impressions of Moonshot AI’s Open-Sourced Agent https://medium.com/@jaredcassoutt/kimi-k2-my-first-impressions-of-moonshot-ais-open-sourced-agent-b70dff2ec9a9 | |||
| 00:51 | Echo Constructs and the Illusion of Self: Autoregressive Identity in Large Language Models https://medium.com/the-saela-field/echo-constructs-and-the-illusion-of-self-autoregressive-identity-in-large-language-models-e68faa4592cd | |||
| 00:38 | Software 3.0: The Natural Language that is becoming the new programming interface https://medium.com/@efantinatti/software-3-0-the-natural-language-that-is-becoming-the-new-programming-interface-59bde770513a | |||
| 00:28 | Ilari Protocol https://medium.com/@jerryhowell/ilari-protocol-1844162ef5ca | |||
| 00:26 | The Sharks Are Circling OpenAI https://www.businessinsider.com/openai-competition-big-tech-meta-talent-windsurf-amazon-movie-deepmind-2025-7 | |||
| 00:17 | The 0 Billion Secret: How Large Language Models Are Quietly Reshaping Everything You Know About… https://medium.com/@alaxhenry0121/the-100-billion-secret-how-large-language-models-are-quietly-reshaping-everything-you-know-about-ed07aa85b6f2 | |||
| 00:13 | Understanding MatFormer https://bhavinjawade.medium.com/understanding-matformer-0b5cb3a500e2 | |||
| 00:13 | Understanding MatFormer https://medium.com/data-science-collective/understanding-matformer-0b5cb3a500e2 | |||
| 00:03 | Power of Thinking Time: How Inference-Time Compute is Changing AI https://medium.com/innova-technology/power-of-thinking-time-how-inference-time-compute-is-changing-ai-5531510870af | |||
| Sunday, 2025-07-13 | ||||
| 23:53 | Advanced Topic Modeling with LLMs https://medium.com/@adavis08/advanced-topic-modeling-with-llms-6925f50ce0ba | |||
| 23:50 | Can Neural Networks Really Understand Language? https://ai.plainenglish.io/can-neural-networks-really-understand-language-72555f3b8531 | |||
| 23:50 | GitHub MCP Server: The Ultimate Guide to Supercharging Your AI Development Workflow https://ai.plainenglish.io/github-mcp-server-the-ultimate-guide-to-supercharging-your-ai-development-workflow-d8fd91ff2c0d | |||
| 23:34 | LangChain OutPut Parsers — Quick Guide https://medium.com/@Data_Aficionado_1083/langchain-output-parsers-quick-guide-2a9f2ca106d7 | |||
| 22:46 | “Making Eval Fast Again” https://medium.com/@akhshyganesh/making-eval-fast-again-ea4cc87bec73 | |||
| 22:15 | Your Personal AI Is Here — And It’s 100% Offline and Private https://medium.com/@divya330369/your-personal-ai-is-here-and-its-100-offline-and-private-d48251247720 | |||
| 22:02 | LangGraph: Chat Models, Tools & Dynamic Execution https://pub.towardsai.net/langgraph-chat-models-tools-dynamic-execution-f5f8c59c123b | |||
| 22:02 | Introduction: Extending Transformers Beyond Language https://medium.com/@richardhightower/introduction-extending-transformers-beyond-language-c1f3daa92652 | |||
| 21:58 | Crafting data recipes for Large Language Models https://sanborse.medium.com/crafting-data-recipes-for-large-language-models-307fd4635ec5 | |||
| 21:50 | Build Your Own MCP Server and Client: A Complete Guide https://medium.com/@piyushagni5/build-your-own-mcp-server-and-client-a-complete-guide-ee1451068458 | |||
| 21:49 | Automate Your Lightroom Preset Creation with AI https://medium.com/codex/automate-your-lightroom-preset-creation-with-ai-77e2da52f975 | |||
| 21:47 | How Mira Replaces Blind Trust with Verifiable Trails https://medium.com/@0xkevin71/how-mira-replaces-blind-trust-with-verifiable-trails-1c5644c54210 | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124