LLM News and Articles
| Monday, 2025-12-15 | ||||
| 16:44 | LLM’lerin Type-C Portu Bir Yaşında: Model Context Protocol (MCP) Nedir, Nasıl Kullanılır? https://medium.com/wordspace/model-context-protocol-mcp-nedir-nasil-kullanilir-074ee5331016 | |||
| 16:40 | How to Use LLMs Effectively in Data Science https://medium.com/@gregregregregr/how-to-use-llms-effectively-in-data-science-56dbbb78a0a4 | |||
| 16:38 | Scratch to Scale: Scaling Stock Prediction LLM using GRPO Finetuning https://medium.com/@achang67/scratch-to-scale-scaling-stock-prediction-llm-using-grpo-finetuning-2ad6689b1952 | |||
| 16:37 | I made RSS better with Obsidian and summaries powered by my local LLM https://www.xda-developers.com/made-rss-better-obsidian-summaries-local-llm/ | |||
| 16:37 | Getting Started with Open-Weight Models: Deploying Mistral 3 on AWS Bedrock https://ai.plainenglish.io/getting-started-with-open-weight-models-deploying-mistral-3-on-aws-bedrock-1741a6ccdec7 | |||
| 16:30 | NeurIPS 2025 Spotlight: A Token is Worth Over 1,000 Tokens — Efficient Knowledge Distillation via… https://medium.com/@1206013760/neurips-2025-spotlight-a-token-is-worth-over-1-000-tokens-efficient-knowledge-distillation-via-8139d18e097a | |||
| 16:01 | CUGA on Hugging Face: Democratizing Configurable AI Agents https://huggingface.co/blog/ibm-research/cuga-on-hugging-face | |||
| 15:59 | LangChain vs LlamaIndex — Key Differences, Use Cases, and When to Use Each https://medium.com/@muskanmarghani13/langchain-vs-llamaindex-key-differences-use-cases-and-when-to-use-each-8ce089bd93d5 | |||
| 15:53 | Neural Networks 101: A Simple Guide for Absolute Beginners (Part 1) https://medium.com/@genai.works/neural-networks-101-a-simple-guide-for-absolute-beginners-part-1-e897666cc20f | |||
| 15:53 | Modern AI Workflows: A Practical Landscape https://medium.com/@vinodh.thiagarajan/modern-ai-workflows-a-practical-landscape-7a21b8c6324e | |||
| 15:51 | What 100 Trillion Tokens Reveal About How We Actually Use AI https://medium.com/@LakshmiNarayana_U/what-100-trillion-tokens-reveal-about-how-we-actually-use-ai-120c9f9ef6a6 | |||
| 15:31 | The Invisible Denominator: On Measuring What Language Models Actually Cost https://medium.com/@levi_stringer/the-invisible-denominator-on-measuring-what-language-models-actually-cost-28c88918baea | |||
| 15:30 | GPT-5.2 Tool Calling https://cobusgreyling.medium.com/gpt-5-2-tool-calling-5da24cfaba48 | |||
| 15:29 | LLMs don’t know your data. RAG makes them look it up. https://medium.com/@mohamedanserali_67804/llms-dont-know-your-data-rag-makes-them-look-it-up-0a21825a8512 | |||
| 15:28 | Local MCP basics with LM Studio https://medium.com/@animakit/local-mcp-basics-with-lm-studio-0abc6c3932f1 | |||
| 15:26 | Language models are injective and hence invertible https://medium.com/doctrine/language-models-are-injective-and-hence-invertible-79769d717c7e | |||
| 15:19 | The Day My AI Stopped Being “Nice” and Started Being “Real” https://medium.com/@office.dosanko/the-day-my-ai-stopped-being-nice-and-started-being-real-dc70e4aa4979 | |||
| 15:15 | a16z Leads M Round — Oboe.com Is Rebuilding Personalized Learning with AI https://medium.com/@breezen100/a16z-leads-16m-round-oboe-com-is-rebuilding-personalized-learning-with-ai-01cee03d70e8 | |||
| 15:02 | A Local AI Domain Specialist at Your Fingertips (An Exploration) https://medium.com/@tsuki701/a-local-ai-domain-specialist-at-your-fingertips-an-exploration-4001a438e22c | |||
| 15:01 | The Evolution of RAG: From Blind Retrieval to Autonomous Reasoning- Part-1 https://medium.com/@tushitdavergtu/the-evolution-of-rag-from-blind-retrieval-to-autonomous-reasoning-part-1-00de978945a8 | |||
| 15:00 | Agent Skills 101: Why Prompts Don’t Scale. https://kotrotsos.medium.com/agent-skills-101-why-prompts-dont-scale-7dadb849bf9d | |||
| 14:56 | Building a “Solo Studio” with Google Gemini https://leonnicholls.medium.com/building-a-solo-studio-with-google-gemini-6489a26870f5 | |||
| 14:39 | Pretraining Is Powerful, But Maybe We Are Relying on It Too Much https://medium.com/data-science-collective/pretraining-is-powerful-but-maybe-we-are-relying-on-it-too-much-6b6576469c34 | |||
| 14:34 | How to Prompt AI: 5 Smart Strategies to Try https://liamgmartinwriter.medium.com/how-to-prompt-ai-5-smart-strategies-to-try-e576fc0a0f5f | |||
| 14:21 | ChatGPT's rivals, Kwai's quiet rise: the top Internet services of 2025 https://blog.cloudflare.com/radar-2025-year-in-review-internet-services/ | |||
| 14:18 | Why we went from massive LLMs to SLMs, LMMs, and Agents — and why the “best” model doesn’t exist. https://medium.com/@theegelavishnuvardhan22/why-we-went-from-massive-llms-to-slms-lmms-and-agents-and-why-the-best-model-doesnt-exist-41d35f4e460b | |||
| 14:12 | MCP Servers: The Hidden Token Tax Behind the “Magic Connector” (part one) https://medium.com/@andreacolapicchioni/mcp-servers-the-hidden-token-tax-behind-the-magic-connector-part-one-83363598ffc9 | |||
| 14:08 | Nemotron 3 Nano \- A new Standard for Efficient, Open, and Intelligent Agentic Models https://huggingface.co/blog/nvidia/nemotron-3-nano-efficient-open-intelligent-models | |||
| 13:48 | It seems that OpenAI is scraping [certificate transparency] logs https://benjojo.co.uk/u/benjojo/h/Gxy2qrCkn1Y327Y6D3 | |||
| 13:34 | Are Large Language Models Statistical Parrots? https://medium.com/@mstfrgn/are-large-language-models-statistical-parrots-8f7ef855ba91 | |||
| 12:26 | From Zero to AI API: Ship your Frontend to the Cloud (Streamlit + Fargate) https://medium.com/@hitorunajp/from-zero-to-ai-api-ship-your-frontend-to-the-cloud-streamlit-fargate-5727b6e00f7c | |||
| 12:25 | So your AI wants a personality https://uxdesign.cc/so-your-ai-wants-a-personality-9cbb47e07dd7 | |||
| 12:12 | I'm Kenyan. I Don't Write Like ChatGPT. ChatGPT Writes Like Me https://marcusolang.substack.com/p/im-kenyan-i-dont-write-like-chatgpt | |||
| 12:02 | Context Engineer Your Agents For Efficient MCP Use https://pub.towardsai.net/context-engineer-your-agents-for-efficient-mcp-use-a44578d2b1c5 | |||
| 11:58 | From Pipelines to Agents: A Weekend-Size Learning Path https://medium.com/@marcinhaupka/from-pipelines-to-agents-a-weekend-size-learning-path-a2e712c68403 | |||
| 11:46 | Taxonomies of hallucinations in LLMs https://medium.com/@zeeshan98_90816/taxonomies-of-hallucinations-in-llms-0f7b8e99bc6a | |||
| 11:29 | The Most Dangerous Myth in AI: That Progress Is Just More Data and More Compute https://generativeai.pub/the-most-dangerous-myth-in-ai-that-progress-is-just-more-data-and-more-compute-bb8ac518030f | |||
| 11:28 | Unlocking the Power of LLM Observability: Transform Your AI Analytics https://iamdgarcia.medium.com/unlocking-the-power-of-llm-observability-transform-your-ai-analytics-f59b530bd4a6 | |||
| 11:28 | GCC Developers Considering Whether to Accept AI/LLM-Generated Patches https://www.phoronix.com/news/GCC-To-Consider-LLM-Patches | |||
| 11:18 | Yapay Zekâ Çağında Marka İnşası: Çift Kitle Formülü https://medium.com/@toygun.yilmazer/yapay-zek%C3%A2-%C3%A7a%C4%9F%C4%B1nda-marka-i%CC%87n%C5%9Fas%C4%B1-%C3%A7ift-kitle-form%C3%BCl%C3%BC-de8cbf407ae0 | |||
| 11:09 | The Transformer Architecture https://pub.towardsai.net/the-transformer-architecture-a1caa330ddc6 | |||
| 11:08 | Metamorphic Thinking: Why Prompting Stops Working (and What Replaces It) https://medium.com/@yzelencov/metamorphic-thinking-why-prompting-stops-working-and-what-replaces-it-2d7988d5ebb5 | |||
| 10:52 | The AI Communication Layer Nobody’s Building https://medium.com/@dennis.somerville/the-ai-communication-layer-nobodys-building-102399952e23 | |||
| 10:45 | Cleverly Deceptive https://dwayne-phillips.medium.com/cleverly-deceptive-06a2ce56695b | |||
| 10:43 | Tutorial: Evolving Cybersecurity with Open Agent Spec and Agentic Frameworks https://medium.com/oracledevs/tutorial-evolving-cybersecurity-with-open-agent-spec-and-wayflow-f7ecd3b6e7df | |||
| 10:42 | Why Your AI Benchmarks Lie to You https://medium.com/@kinhikar/why-your-ai-benchmarks-lie-to-you-72f4785aefa2 | |||
| 10:41 | Why QA matters more when AI writes and executes our software https://medium.com/@vsnkariyakarawana/why-qa-matters-more-when-ai-writes-and-executes-our-software-367490f9e74e | |||
| 10:19 | Why Orchestration Is the Hardest Part of Building LLM Applications https://medium.com/@ramshasuhail46/why-orchestration-is-the-hardest-part-of-building-llm-applications-56953da30c1d | |||
| 10:05 | The Agentic Period of AI is Just Starting: Insights from the New JAIR Survey on Agentic LLMs https://medium.com/@aingason/the-agentic-period-of-ai-is-just-starting-insights-from-the-new-jair-survey-on-agentic-llms-9ecc6116a0d0 | |||
| 09:32 | Large Language Model (LLM) Courses | at Visualpath https://medium.com/@kalyanvisualpath/large-language-model-llm-courses-at-visualpath-bba6ae30e0e2 | |||
| 09:09 | How LLMs Can Humanize Content While Scaling Research Efforts https://medium.com/illumination/how-llms-can-humanize-content-while-scaling-research-efforts-d052a0e285c5 | |||
| 08:48 | Artificial Hivemind — NeurIPS 2025 Best Paper Award https://medium.com/@AIchats/artificial-hivemind-neurips-2025-best-paper-award-a413da9d2d63 | |||
| 08:46 | 7 Advanced Habits to Master AI Prompting! https://amitvishwak.medium.com/7-advanced-habits-to-master-ai-prompting-cb26d7497ad3 | |||
| 08:33 | Modern inference frameworks enable local model execution on consumer hardware. https://medium.com/@teodoradehanyns70/modern-inference-frameworks-enable-local-model-execution-on-consumer-hardware-40784ff70188 | |||
| 08:33 | Microsoft Agent Framework’e Kolay Bir Başlangıç (Part-1) https://medium.com/@aliosmandemirkollu/microsoft-agent-frameworke-kolay-bir-ba%C5%9Flang%C4%B1%C3%A7-part-1-47ded05053d3 | |||
| 08:30 | Stop treating design tokens as styles. Do data modeling instead. https://medium.com/@irisvandijkuiux/stop-treating-design-tokens-as-styles-do-data-modeling-instead-a95f45801102 | |||
| 08:21 | Building a Custom LLM Pipeline with Python: Tokenization, Embeddings & Inference https://medium.com/@majidbasharat21/building-a-custom-llm-pipeline-with-python-tokenization-embeddings-inference-feda4ead7d9b | |||
| 08:16 | Context Engineering with Microsoft Agent Framework’s Context Provider API https://medium.com/microsoftazure/context-engineering-with-microsoft-agent-frameworks-context-provider-api-dcf083daa8be | |||
| 08:12 | AI-ready Graph Environments: The Key to Scaling AI with Graphwise’s Knowledge Graphs https://graphwise.medium.com/ai-ready-graph-environments-the-key-to-scaling-ai-with-graphwises-knowledge-graphs-b6611e4eb7a2 | |||
| 08:11 | Lost in the Middle: How Language Models Really Use Long Context (And Why It Matters) https://arafetlamari.medium.com/lost-in-the-middle-how-language-models-really-use-long-context-and-why-it-matters-f80947336870 | |||
| 08:07 | Stop Feeding Your LLM Brackets: Meet TOON — A Token-First Alternative to JSON https://medium.com/@k.pranav_22/stop-feeding-your-llm-brackets-meet-toon-a-token-first-alternative-to-json-68c1be141f9c | |||
| 07:50 | How to Use TOON in Python: Encode, Decode, and Cut LLM Token Costs by 60% https://arunaddagatla.medium.com/how-to-use-toon-in-python-encode-decode-and-cut-llm-token-costs-by-60-efcf972959bb | |||
| 07:50 | How to Use TOON in Python: Encode, Decode, and Cut LLM Token Costs by 60% https://medium.datadriveninvestor.com/how-to-use-toon-in-python-encode-decode-and-cut-llm-token-costs-by-60-efcf972959bb | |||
| 07:31 | Large Language Models (LLMs) & Generative AI https://bhartee-tech-ror.medium.com/large-language-models-llms-generative-ai-506baef04489 | |||
| 07:25 | Why Agentic AI Browsers Enable Data Theft: Google’s Antigravity Case Study. https://medium.com/data-ai-and-beyond/why-agentic-ai-browsers-enable-data-theft-googles-antigravity-case-study-a03a64a22979 | |||
| 07:22 | How OpenAI, Gemini, and Claude Use Agents to Power Deep Research https://medium.com/@tuananhngyen218/how-openai-gemini-and-claude-use-agents-to-power-deep-research-aee6147a2c0e | |||
| 07:11 | How LLMs Learn from the Internet: The Training Process https://medium.com/@tuananhngyen218/how-llms-learn-from-the-internet-the-training-process-8792f7664a80 | |||
| 06:32 | AI for Everyone: Demystifying The New Electricity https://medium.com/@ragothsun/ai-for-everyone-demystifying-the-new-electricity-4691147a4bf5 | |||
| 06:31 | PumaGPT : Puma’s solution to data access at speed https://medium.com/@saurabhgssingh/pumagpt-pumas-solution-to-data-access-at-speed-524dd84c174b | |||
| 06:17 | Day 7: 21 Days of Building a Small Language Model: Self Attention https://devopslearning.medium.com/day-7-21-days-of-building-a-small-language-model-self-attention-a43d6ef053b3 | |||
| 06:11 | Why Cosine Similarity Alone Is Not Enough (and What Actually Works in Real RAG Systems) https://medium.com/@somtheegala/why-cosine-similarity-alone-is-not-enough-and-what-actually-works-in-real-rag-systems-1f7a25f8ad79 | |||
| 06:10 | Putting Karpathy’s 0 LLM to work on Red Hat OpenShift AI https://medium.com/hybrid-cloud-engineering/putting-karpathys-100-llm-to-work-on-red-hat-openshift-ai-f07023abeb1b | |||
| 06:04 | Stop Wrestling with Your Agent RL: How Youtu-Agent Achieved Stable, 128-GPU Scaling Without… https://medium.com/@yuleiqin/stop-wrestling-with-your-agent-rl-how-youtu-agent-achieved-stable-128-gpu-scaling-without-e6a765a3e92b | |||
| 05:07 | From Big Picture to Details: MinerU 2.5 Redefines Document Parsing https://levelup.gitconnected.com/from-big-picture-to-details-mineru-2-5-redefines-document-parsing-724080e794af | |||
| 04:20 | Vector Search vs Reality: 5 Retrieval Errors That Break Enterprise RAG https://medium.com/@rogt.x1997/vector-search-vs-reality-5-retrieval-errors-that-break-enterprise-rag-349abf97502c | |||
| 04:14 | The RAG Renaissance: How Startups Are Killing LLM Hallucinations and Unlocking Enterprise Trust https://medium.com/@shruti.mandaokar/the-rag-renaissance-how-startups-are-killing-llm-hallucinations-and-unlocking-enterprise-trust-a6daaf99d978 | |||
| 04:06 | Broadcom reveals its mystery B customer is Anthropic https://www.cnbc.com/2025/12/11/broadcom-reveals-its-mystery-10-billion-customer-is-anthropic.html | |||
| 03:55 | Building My Own LLM — The Complete Series https://medium.com/@shreyashmogaveera/building-my-own-llm-the-complete-series-c4c9fc31293b | |||
| 03:43 | Claude Opus 4.5: From Code Generator to Autonomous Software Engineer https://medium.com/@sivasivatharshan12/claude-opus-4-5-from-code-generator-to-autonomous-software-engineer-5584edf28c1d | |||
| 03:18 | Reward Model https://medium.com/@rsrao7uh/reward-models-883c4067f260 | |||
| 03:04 | OpenAI sued for allegedly enabling murder-suicide https://www.aljazeera.com/economy/2025/12/11/openai-sued-for-allegedly-enabling-murder-suicide | |||
| 02:41 | Why AI Feels So Smart — and Why It Actually Isn’t https://medium.com/@GrowyAI/why-ai-feels-so-smart-and-why-it-actually-isnt-65a81881043f | |||
| 02:19 | Bringing Real-Time Fleet Intelligence to Life with Snowflake Intelligence https://medium.com/@metrodata.analytics/bringing-real-time-fleet-intelligence-to-life-with-snowflake-intelligence-423b4f1528f3 | |||
| 02:12 | AETHER — AI Engine To Help Engineers Reverse | CSIT Tech Blog https://medium.com/csit-tech-blog/aether-ai-engine-to-help-engineers-reverse-csit-tech-blog-b721380bd1c3 | |||
| 01:58 | Google, I’m Sorry. I Think I Broke It. https://medium.com/@onlythequestioner/google-im-sorry-i-think-i-broke-it-74b2fa63cdc8 | |||
| 01:51 | Your Mac has a fast, offline LLM https://zdgeier.com/macoschat.html | |||
| 01:20 | Agentic AI Design Patterns: Open-Ended Loops, Autonomy & Guardrails https://aws.plainenglish.io/agentic-ai-design-patterns-open-ended-loops-autonomy-guardrails-6223c25255bb | |||
| 00:29 | Beyond the Prompt: The Definitive Engineering Guide to Retrieval-Augmented Generation (RAG) https://medium.com/@hexiangnan/beyond-the-prompt-the-definitive-engineering-guide-to-retrieval-augmented-generation-rag-8e87c6d7433d | |||
| 00:18 | Pattern Matching at Scale with BigQuery’s Generative AI — Part 2 https://medium.com/@ktiyab_42514/pattern-matching-at-scale-with-bigquerys-generative-ai-part-2-aab65a5822b6 | |||
| Sunday, 2025-12-14 | ||||
| 23:42 | If I Had to Build a RAG Pipeline Today, I’d Do It This Way https://medium.com/@faryalriz9/if-i-had-to-build-a-rag-pipeline-today-id-do-it-this-way-2080c4ab0b69 | |||
| 23:18 | Sanjoy Nath’s BOTOL, BOGOL, and BOTAGOL are game-changers in engineering PDF data mining . https://medium.com/@sanjoy_nath/sanjoy-naths-botol-bogol-and-botagol-are-game-changers-in-engineering-pdf-data-mining-53368888fb89 | |||
| 23:14 | ProjectRabbitHole.live: Mapping the LLM’s “Pepe Silvia” Brain(Without Letting the Web Rewrite It) https://medium.com/@srechakra/projectrabbithole-live-mapping-the-llms-pepe-silvia-brain-without-letting-the-web-rewrite-it-92df914bebbd | |||
| 23:03 | Why I Built a Web Scraper That Actually Understands What AI Needs https://medium.com/@mustaphaliaichi/why-i-built-a-web-scraper-that-actually-understands-what-ai-needs-bc8f723d0e47 | |||
| 22:43 | O Guia de um Cientista da Computação Sobre Retrieval-Augmented Generation (RAG): arquitetura… https://devluissilva.medium.com/o-guia-de-um-cientista-da-computa%C3%A7%C3%A3o-sobre-retrieval-augmented-generation-rag-arquitetura-834c8eef9ad9 | |||
| 22:37 | Where Is GPT in the Chomsky Hierarchy? https://fi-le.net/chomsky/ | |||
| 22:28 | OpenAI Ends 'Vesting Cliff' for New Employees in Compensation-Policy Change https://www.wsj.com/tech/ai/openai-ends-vesting-cliff-for-new-employees-in-compensation-policy-change-d4c4c2cd | |||
| 22:02 | Building an Agentic Resume Matcher: Python Foundations for GenAI https://pub.towardsai.net/building-an-agentic-resume-matcher-python-foundations-for-genai-dc77febd34b3 | |||
| 21:57 | A “fome” energética da IA é uma característica, não um bug https://adsantos.medium.com/a-fome-energ%C3%A9tica-da-ia-%C3%A9-uma-caracter%C3%ADstica-n%C3%A3o-um-bug-476dc89b197e | |||
| 21:56 | Will Your AI Need a License? The Coming Era of Standardized Intelligence https://medium.com/@oguzsava/will-your-ai-need-a-license-the-coming-era-of-standardized-intelligence-4eabf1aa5b6d | |||
| 21:53 | Anthropic Outage for Opus 4.5 and Sonnet 4/4.5 across all services https://status.claude.com/incidents/9g6qpr72ttbr | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124