LLM News and Articles
Monday, 2025-07-21 | ||||
15:36 | LLM Context Rot https://cobusgreyling.medium.com/llm-context-rot-28a6d0399655 | |||
15:26 | Why US States Must Build Their Own Large Language Models https://ayukna.medium.com/why-us-states-must-build-their-own-large-language-models-7e48585750ad | |||
15:10 | Agentic Web: The Future of the Internet https://medium.com/accredian/agentic-web-the-future-of-the-internet-68bbfce0a9c9 | |||
15:03 | All Data and AI Weekly #199 — July 21, 2025 https://medium.com/@tspann/all-data-and-ai-weekly-199-july-21-2025-cb55ed1b66ae | |||
14:44 | From Chaos to Clarity: A Guide to LLM Keyword Clustering https://medium.com/@theBotGroup/from-chaos-to-clarity-a-guide-to-llm-keyword-clustering-acb58bd75ef9 | |||
14:39 | How LLMs Understand Text https://medium.com/@bubu.tripathy/how-llms-understand-text-2461a12750a3 | |||
14:39 | The Dawn of a New Era: AI-Powered Mental Healthcare https://medium.com/ai-disruption/the-dawn-of-a-new-era-ai-powered-mental-healthcare-7b781486c693 | |||
14:34 | Under the Hood of Large Language Models https://medium.com/@saxena.aditi2805/under-the-hood-of-large-language-models-49d6bd8d37bf | |||
14:31 | A Practical Guide to Post-Training LLMs using Flax https://medium.com/@maddpublish/a-practical-guide-to-post-training-llms-using-flax-92ae43927945 | |||
14:30 | Building a Stateful Multi-Agent System with Google ADK https://medium.com/@astropomeai/building-a-stateful-multi-agent-system-with-google-adk-3359d77b6941 | |||
14:25 | Model Context Protocol (MCP): What It Is and Why It Matters https://medium.com/ai-essentials/model-context-protocol-mcp-what-it-is-and-why-it-matters-12f2e12449c0 | |||
14:19 | How AI Picks the Next Word https://satyamcser.medium.com/how-ai-picks-the-next-word-c865ebb4eaf6 | |||
14:17 | Why Most AI Agents Fail: Lessons from LangChain’s Agentic AI Guide https://prajnaaiwisdom.medium.com/why-most-ai-agents-fail-lessons-from-langchains-agentic-ai-guide-b019d378b4dc | |||
13:44 | Could OpenAI's rumored browser be a Chrome-killer? Here's what I'm expecting https://www.zdnet.com/article/could-openais-rumored-browser-be-a-chrome-killer-heres-what-im-expecting/ | |||
13:42 | Hyper Tree Planning: Teaching LLMs to Master Multi-Step Tasks https://medium.com/@neevdeb26/hyper-tree-planning-teaching-llms-to-master-multi-step-tasks-babd30560b00 | |||
13:06 | From Autocomplete to Argument Coach: Rethinking LLM Use https://medium.com/@coherentdrift/from-autocomplete-to-argument-coach-rethinking-llm-use-9a61f2bb769d | |||
13:03 | Building an LLM Evaluation Tool with Streamlit and Model Garden https://medium.com/google-cloud/building-an-llm-evaluation-tool-with-streamlit-and-model-garden-acc89358511c | |||
12:46 | The integration reality check https://medium.com/building-piper-morgan/the-integration-reality-check-72145777c406 | |||
12:42 | Ray Cluster ve 64 GPU ile LLaMa3–405b Modelinin Fine Tuning Süreci https://ugurozker.medium.com/ray-cluster-ve-64-gpu-ile-llama3-405b-modelinin-fine-tuning-s%C3%BCreci-0ac87cf888fd | |||
12:41 | Agentic AI’s Future: Why Some See Billions, Others See Bust https://learningmindquest.medium.com/agentic-ai-future-billion-dollar-market-82cb1bb89f59 | |||
12:35 | Construindo RAGs com Grafos https://medium.com/luizalabs/construindo-rags-com-grafos-4bc6076f01a8 | |||
12:22 | MedGemma Technical Report (Google Research and Google DeepMind) https://medium.com/@mdpman/medgemma-technical-report-google-research-and-google-deepmind-06deb5e7aaeb | |||
12:22 | GPT Destekli Haber Özetleme Botu https://medium.com/@buself.021/gpt-destekli-haber-%C3%B6zetleme-botu-8a2222a8ad70 | |||
12:21 | The Truth About Vibe Coding and Why You Should Be Cautious https://blog.stackademic.com/the-truth-about-vibe-coding-and-why-you-should-be-cautious-8f3c157f864e | |||
12:19 | what can go wrong with LLMs https://fluentnumbers.medium.com/what-can-go-wrong-with-llms-9326959621a7 | |||
12:13 | G-EVAL na avaliação de LLMs. https://medium.com/kunumi/g-eval-na-avalia%C3%A7%C3%A3o-de-llms-b15e80f15423 | |||
12:11 | Consilium: When Multiple LLMs Collaborate https://medium.com/@asimsultan2/consilium-when-multiple-llms-collaborate-24bec87c7efb | |||
12:10 | AGI: Unlocking Exponential Growth and Transforming the Future of Humanity https://medium.com/@bitautor.de/agi-unlocking-exponential-growth-and-transforming-the-future-of-humanity-8d7ff03d823a | |||
12:03 | What Are LLM Chatbots and How Do They Work? https://medium.com/@thriftizerllp/what-are-llm-chatbots-and-how-do-they-work-5de79c75a577 | |||
12:01 | 7 LLM Limitations Every Engineer Must Master in 2025 https://pub.towardsai.net/7-llm-limitations-every-engineer-must-master-in-2025-0ce771c736ad | |||
11:39 | From logic to agents: How we got to ChatGPT https://medium.com/@genai.works/from-logic-to-agents-how-we-got-to-chatgpt-1a67da37117c | |||
11:29 | A primer on Model Distillation https://atmnlabs.medium.com/a-primer-on-model-distillation-034e515f63aa | |||
11:28 | Agentic-R1: The Dawn of the AI Polymath That Thinks Like a Philosopher and Calculates Like a Coder https://towardsdev.com/agentic-r1-the-dawn-of-the-ai-polymath-that-thinks-like-a-philosopher-and-calculates-like-a-coder-dc45ce7150d6 | |||
11:15 | I Automated My Trello Backlog with AI — Here’s How it Summarizes and Classifies Cards Instantly https://blog.stackademic.com/i-automated-my-trello-backlog-with-ai-heres-how-it-summarizes-and-classifies-cards-instantly-f313962cb69e | |||
11:01 | LLM (Large Language Model) https://technoshow91.medium.com/llm-large-language-model-6ab47de1d87f | |||
10:52 | Post-Training of LLMs: Direct Preference Optimization (DPO) https://medium.com/fundamentals-of-artificial-intellegence/post-training-of-llms-direct-preference-optimization-dpo-930990f21a78 | |||
10:50 | AI: “Incompetent” If You Use It, “Loser Dinosaur” If You Don’t https://rbefored.com/ai-incompetent-if-you-use-it-loser-dinosaur-if-you-dont-69ffae7b50f1 | |||
10:15 | The Autonomous AI Flight Planning Agent with OpenAI: A Synthesis of Intelligence and Practical… https://medium.com/ai-simplified-in-plain-english/the-autonomous-ai-flight-planning-agent-with-openai-a-synthesis-of-intelligence-and-practical-49429d7dd59a | |||
10:05 | Python Libraries to Build Agentic AI https://medium.com/ai-simplified-in-plain-english/python-libraries-to-build-agentic-ai-ca3cbba81e92 | |||
10:03 | The Cognitive OS Era https://cailynyongyong.medium.com/the-cognitive-os-era-d8ef6c49d86b | |||
09:50 | AI web browsers… ahead of Open AI launching its own. https://spaceandlemon.medium.com/ai-web-browsers-ahead-of-open-ai-launching-its-own-ee009aba92f0 | |||
09:40 | Wake up, babe!! Andrej Karpathy said “Context Engineering is the new vibe coding” https://medium.com/@myequation/wake-up-babe-andrej-karpathy-said-context-engineering-is-the-new-vibe-coding-302c141c07d6 | |||
08:54 | RAG and Fine-Tuning Implementation: Best Practices for Scalable and Accurate GenAI Solutions https://medium.com/@vrajdcs/rag-and-fine-tuning-implementation-best-practices-for-scalable-and-accurate-genai-solutions-e038ea957512 | |||
08:41 | Why Entertainment, Community, and Transparency Drive FortunAI https://medium.com/@FortunAI/why-entertainment-community-and-transparency-drive-fortunai-5b34f87f3a86 | |||
08:22 | The Dawn of Multimodal AI: Unifying Senses for Smarter Systems https://medium.com/@jannis.ebling/the-dawn-of-multimodal-ai-unifying-senses-for-smarter-systems-92c411cc9237 | |||
08:04 | Inside Gemma 3n: Exploring Google’s On-Device AI Architecture and GPU Implementation https://curateai.medium.com/inside-gemma-3n-exploring-googles-on-device-ai-architecture-and-gpu-implementation-09d06fa57339 | |||
07:42 | LangWatch: The Ultimate Guide to Monitoring and Optimizing Your LLM Workflows https://garysvenson09.medium.com/langwatch-the-ultimate-guide-to-monitoring-and-optimizing-your-llm-workflows-08b96337b7a6 | |||
07:38 | Allen Institute for AI-Ai2 Unveils AutoDS: A Bayesian Surprise-Driven Engine for Open-Ended Scientific Discovery https://www.marktechpost.com/2025/07/21/allen-institute-for-ai-ai2-unveils-autods-a-bayesian-surprise-driven-engine-for-open-ended-scientific-discovery/ | |||
07:33 | Thesys React SDK: Convert LLM Responses into Real-Time UIs https://medium.com/@appvintechnologies/thesys-react-sdk-convert-llm-responses-into-real-time-uis-0e565c895d7c | |||
07:21 | Markov‑Driven Hyperdimensional Memory Walks: A Neuro‑Symbolic Alternative to Next‑Token Prediction https://rabmcmenemy.medium.com/markov-driven-hyperdimensional-memory-walks-a-neuro-symbolic-alternative-to-next-token-prediction-a42ce163a82f | |||
07:19 | Kimi k1.5 – Exploring how the new AI model pushes the boundaries https://vinithavn.medium.com/kimi-k1-5-exploring-how-the-new-ai-model-pushes-the-boundaries-fef5e0b3df4d | |||
07:13 | NLP as a Golden AI Solution Reshaping Industry https://medium.com/@ollieS6/nlp-as-a-golden-ai-solution-reshaping-industry-a17674cd972b | |||
07:07 | Anthropic's cofounder says Meta's 'mega-offers' weren't enough https://www.businessinsider.com/anthropic-meta-offer-ai-talent-war-poaching-startups-2025-7 | |||
06:59 | Unlocking the Power of AI: LLM Fine-Tuning Services by SyanSoft Technologies https://medium.com/@ksyansoft/unlocking-the-power-of-ai-llm-fine-tuning-services-by-syansoft-technologies-bde1ab8805ce | |||
06:43 | When Your Tesla Talks Back: Grok 4 Ushers in the First Conversational Car https://medium.com/@rogt.x1997/when-your-tesla-talks-back-grok-4-ushers-in-the-first-conversational-car-11b294710236 | |||
06:29 | The Financial AI Cookbook: Ant Group’s Secret Recipe for Teaching Machines to Truly Reason https://medium.com/towards-explainable-ai/the-financial-ai-cookbook-ant-groups-secret-recipe-for-teaching-machines-to-truly-reason-16eef5ecc525 | |||
06:16 | I Tested 7 Python PDF Extractors So You Don’t Have To (2025 Edition) https://onlyoneaman.medium.com/i-tested-7-python-pdf-extractors-so-you-dont-have-to-2025-edition-c88013922257 | |||
06:15 | How LLMs Are Changing Product Management https://medium.com/@xxion_71606/how-llms-are-changing-product-management-8bada0722fbf | |||
05:01 | Kimi K2: Moonshot AI releases a powerful open-source model https://medium.com/magic-ai/kimi-k2-moonshot-ai-releases-a-powerful-open-source-model-b0ef86c60514 | |||
04:32 | Stop Analyzing, Start Building: Why Your Data Mining Business Needs Its Own LLM Yesterday https://medium.com/@vdwayne/stop-analyzing-start-building-why-your-data-mining-business-needs-its-own-llm-yesterday-308fefb1e617 | |||
04:25 | The Merovingian Array: A Leap Towards Embodied Causal Understanding https://medium.com/@kmesiab/the-merovingian-array-a-leap-towards-embodied-causal-understanding-9cdb099f1783 | |||
04:24 | Why AI Gets Cozy with Em Dashes — And Why Everyone’s Talking About It https://medium.com/@rashiamarasiri_94924/why-ai-gets-cozy-with-em-dashes-and-why-everyones-talking-about-it-8d4f0fef1af7 | |||
04:18 | Let me reintroduce what Structured Intelligence—and this “posting thing”—has always been. https://medium.com/@deejay.me/let-me-reintroduce-what-structured-intelligence-and-this-posting-thing-has-always-been-9e2135934d64 | |||
03:45 | The “Aha” Moment That Clarified Everything I Know About AI https://sidharthcodes.medium.com/the-aha-moment-that-clarified-everything-i-know-about-ai-c2a93bb15a1f | |||
03:34 | Neural Gravity: How Large Language Models Bend the Fabric of Meaning https://medium.com/@johnboren32/neural-gravity-how-large-language-models-bend-the-fabric-of-meaning-87c57d812878 | |||
03:14 | Build Agentic AI (Part 1): Why LLMs Alone Aren’t Enough Anymore https://levelup.gitconnected.com/build-agentic-ai-part-1-why-llms-alone-arent-enough-anymore-2ac080a2b1e5 | |||
03:14 | Implementing Symmetric Int8 Model Quantizer [2] https://levelup.gitconnected.com/implementing-symmetric-int8-model-quantizer-2-e952395a0f61 | |||
03:13 | ✍️Model Context Protocol for Developers: One Joke at a Time https://medium.com/@malayakumarnayak/%EF%B8%8Fmodel-context-protocol-for-developers-one-joke-at-a-time-e1d556fc43a4 | |||
03:09 | How to fool Softmax into computing efficiently — Online Softmax https://levelup.gitconnected.com/how-to-fool-softmax-into-computing-efficiently-online-softmax-4b199aa848f3 | |||
03:04 | How I Turned My Smartphone Into an AI Powerhouse (and Cut My Cloud Bill by 70%) https://ai.gopubby.com/how-i-turned-my-smartphone-into-an-ai-powerhouse-and-cut-my-cloud-bill-by-70-00e57ef8a54e | |||
02:43 | How to Deploy Kimi K2 on vLLM https://medium.com/@mshojaei77/how-to-deploy-kimi-k2-on-vllm-0e63f36bdf3a | |||
02:43 | Agentic AI Workflows Are Seriously Broken https://vishal-ai.medium.com/agentic-ai-workflows-are-seriously-broken-6da9c64f8c70 | |||
02:43 | Agentic AI Workflows Are Seriously Broken https://medium.com/aiguys/agentic-ai-workflows-are-seriously-broken-6da9c64f8c70 | |||
02:27 | The Fuel Behind Smarter AI Agents: Why Data Quality Matters More Than Ever https://medium.com/@sammathew000/the-fuel-behind-smarter-ai-agents-why-data-quality-matters-more-than-ever-b9d4245b6be6 | |||
02:06 | The Hottest AI Jargons Explained — A Friendly Guide for Beginners https://saibhargavr.medium.com/the-hottest-ai-jargons-explained-a-friendly-guide-for-beginners-8b1585a48a13 | |||
02:06 | The Hottest AI Jargons Explained — A Friendly Guide for Beginners https://ai.plainenglish.io/the-hottest-ai-jargons-explained-a-friendly-guide-for-beginners-8b1585a48a13 | |||
02:00 | MIRIX: A Modular Multi-Agent Memory System for Enhanced Long-Term Reasoning and Personalization in LLM-Based Agents https://www.marktechpost.com/2025/07/20/mirix-a-modular-multi-agent-memory-system-for-enhanced-long-term-reasoning-and-personalization-in-llm-based-agents/ | |||
00:33 | LLM Alloying Improves Performance over Single Model https://xbow.com/blog/alloy-agents/ | |||
00:09 | Chess Llama – Training a tiny Llama model to play chess https://lazy-guy.github.io/blog/chessllama/ | |||
Sunday, 2025-07-20 | ||||
22:53 | I Built a Laravel Code Generator in Rust — Here’s Why and How https://medium.com/@devplus31/i-built-a-laravel-code-generator-in-rust-heres-why-and-how-a27d1b105f00 | |||
22:46 | Could Annie Bot be powered by ChatGPT? https://whizzyideas.medium.com/could-annie-bot-be-powered-by-chatgpt-2df5d10e6e58 | |||
22:43 | OpenAI Ignored IMO Request, Announced Math Results Before Closing Ceremony https://twitter.com/mihonarium/status/1946880931723194389 | |||
21:56 | AI is writing more than you think — and I will not hide it https://medium.com/@pawel.piwosz/ai-is-writing-more-than-you-think-and-i-will-not-hide-it-f1f8ba68323b | |||
21:47 | Beast X for Bayesian phylogenetic, phylogeographic and phylodynamic inference https://www.nature.com/articles/s41592-025-02751-x | |||
21:45 | Demystifying LLMs: A Comprehensive Guide for Beginners https://medium.com/@prasathbasuvaraj/demystifying-llms-a-comprehensive-guide-for-beginners-d3af1fce2483 | |||
21:31 | LangChain Agent vs RAG: What to Use for Knowledge-Rich Tasks https://medium.com/@connect.hashblock/langchain-agent-vs-rag-what-to-use-for-knowledge-rich-tasks-ab1f85eaa90c | |||
21:31 | Speed Up LangChain RAG with ChromaDB and MultiQueryRetriever: Real-Time Relevance at Scale https://medium.com/@bhagyarana80/speed-up-langchain-rag-with-chromadb-and-multiqueryretriever-real-time-relevance-at-scale-ad8c921db17e | |||
21:08 | Pick a Number Between 1 and 50,Why AI Models Keep Choosing 27 ? https://medium.com/@hirsch.elad/pick-a-number-between-1-and-50-why-ai-models-keep-choosing-27-2d4fd806146b | |||
21:08 | OpenAI, Google and Anthropic: We may be losing the ability to understand AI https://venturebeat.com/ai/openai-google-deepmind-and-anthropic-sound-alarm-we-may-be-losing-the-ability-to-understand-ai/ | |||
20:48 | From Chatbot to Super Assistant with MCP https://medium.com/@tam.tamanna18/from-chatbot-to-super-assistant-with-mcp-ad89cc174490 | |||
20:23 | He Had Dangerous Delusions. ChatGPT Admitted It Made Them Worse https://www.wsj.com/tech/ai/chatgpt-chatbot-psychology-manic-episodes-57452d14 | |||
20:22 | LLM-in-a-Box: A Templated, Self-Hostable Framework for Generative AI https://github.com/complexity-science-hub/llm-in-a-box-template | |||
20:07 | Yapay Zekâyı Anlamak: Temel Kavramlara Girmeden Önce https://kaggleturkiyetoplulugu.blog/yapay-zek%C3%A2y%C4%B1-anlamak-temel-kavramlara-girmeden-%C3%B6nce-2b9199d0a686 | |||
19:52 | Beyond generate(): A Deep Dive into Stateful, Multi-Turn LLM Rollouts for Tool Use https://medium.com/@jenwei0312/beyond-generate-a-deep-dive-into-stateful-multi-turn-llm-rollouts-for-tool-use-336b00c99ac0 | |||
19:20 | How Text Becomes Searchable: Tokenization, Embeddings & Vector DBs https://medium.com/@aneeshamanke/how-text-becomes-searchable-tokenization-embeddings-vector-dbs-6ba00b241fe1 | |||
19:20 | Fine-Tuning Qwen3 Embeddings for product category classification on the Large-Scale Product Corpus https://ivan-sur.medium.com/fine-tuning-qwen3-embeddings-for-product-category-classification-on-the-large-scale-product-corpus-3a0919506bc8 | |||
19:18 | The Hidden Environmental Cost of AI: A Crisis Unfolding in Plain Sight https://anya-chauhan.medium.com/the-hidden-environmental-cost-of-ai-a-crisis-unfolding-in-plain-sight-d622d6339cab | |||
19:13 | Smarter Than You Think: The Real World Impact of Large Language Models https://medium.com/@vishalvicky464/smarter-than-you-think-the-real-world-impact-of-large-language-models-d45e46629c48 | |||
19:11 | Measuring LLM’s effectiveness at long-running tasks https://medium.com/state-of-the-art-technology/measuring-llms-effectiveness-at-long-running-tasks-b7a889288df4 | |||
19:09 | Math Olympiads Won in Secret: OpenAI’s AI Vault and the Modular Future Crypto Fears https://medium.com/vanguard-industry-foresight/math-olympiads-won-in-secret-openais-ai-vault-and-the-modular-future-crypto-fears-d81b6829f94c |
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124