LLM News and Articles
| Wednesday, 2025-10-22 | ||||
| 14:40 | From Prototype to Production: Understanding How Modern LLM Services Actually Work — (1) https://medium.com/@dpag/from-prototype-to-production-understanding-how-modern-llm-services-actually-work-1-cf2eb4418fe4 | |||
| 14:39 | The Straight Path’s Stumbling Blocks: Five Critical Flaws and the Evolution of the Feedforward… https://medium.com/@inverseatom.ai/the-straight-paths-stumbling-blocks-five-critical-flaws-and-the-evolution-of-the-feedforward-2f02425a196e | |||
| 14:36 | Search is Dead https://medium.com/@jones.steveg/search-is-dead-293e0c609498 | |||
| 14:25 | Measuring More Than Accuracy: Why AI Needs Semantic Fidelity https://medium.com/@semanticfidelitylab/measuring-more-than-accuracy-why-ai-needs-semantic-fidelity-0a481e05c233 | |||
| 13:10 | Chezmoi introduces ban on LLM-generated contributions https://www.chezmoi.io/developer-guide/ | |||
| 13:00 | A Brain-like LLM to replace Transformers https://arxiv.org/abs/2509.26507 | |||
| 12:37 | My Experience with the Certified AI/ML Pentester Exam https://medium.com/@ali.abdollahi/my-experience-with-the-certified-ai-ml-pentester-exam-531f3de03c94 | |||
| 12:37 | How I Finally Made AI Useful for Debugging https://medium.com/@mayank.sharma2796/how-i-finally-made-ai-useful-for-debugging-0d7953cf6c82 | |||
| 12:36 | Anthropic, Google in Talks on Multibillion-Dollar Cloud Deal https://www.bloomberg.com/news/articles/2025-10-21/anthropic-google-in-talks-on-cloud-deal-worth-tens-of-billions | |||
| 12:14 | The Dawn of Medical AGI: How Five Computational Pillars Are Revolutionizing Diagnosis https://medium.com/@frankmorales_91352/the-dawn-of-medical-agi-how-five-computational-pillars-are-revolutionizing-diagnosis-42e2c3083dfd | |||
| 12:12 | 8x AMD MI50 32GB at 12 t/s (tg) & 10k t/s (pp) with GLM 4.6 (Roo Code & vllm-gfx906) https://medium.com/@ai-infos/8x-amd-mi50-32gb-at-12-t-s-tg-10k-t-s-pp-with-glm-4-6-roo-code-vllm-gfx906-ed2da2f237db | |||
| 12:06 | How 250 Bad Files Can Hack a Billion-Parameter AI https://medium.com/@manavisrani07/how-250-bad-files-can-hack-a-billion-parameter-ai-40936be729fc | |||
| 12:05 | Warum die AI Blase bald platzen wird https://kainerweissmann.medium.com/warum-die-ai-blase-bald-platzen-wird-9686789ccb0f | |||
| 12:04 | Resolving a 00 Erdős problem, and vibe coding a Lean proof using ChatGPT https://mathstodon.xyz/@tao/115416208975810074 | |||
| 12:01 | PromptVault: An Open LLM Prompt Repository https://har-d.medium.com/promptvault-an-open-llm-prompt-repository-6fc435395c7e | |||
| 11:50 | Integration with Open WebUI https://vtanathip.medium.com/integration-with-open-webui-398279be1f0f | |||
| 11:34 | Managing Costs for Specialised Language Models https://medium.com/tr-labs-ml-engineering-blog/managing-costs-for-specialised-language-models-18913eb5bdf9 | |||
| 11:32 | Why Large Language Models Hallucinate — and How to Stop Them https://medium.com/ai-simplified-in-plain-english/why-large-language-models-hallucinate-and-how-to-stop-them-1dcbd7362108 | |||
| 11:32 | Samsung Just Built a 7M-Parameter Brain That Outsmarts Giants https://www.towardsdeeplearning.com/samsung-just-built-a-7m-parameter-brain-that-outsmarts-giants-0effab67cd89 | |||
| 11:28 | The Return of Assembly: When LLMs No Longer Need High-Level Languages https://medium.com/@ionionascu/the-return-of-assembly-when-llms-no-longer-need-high-level-languages-79bc43c0822c | |||
| 11:07 | Will Models Eat Your Stack? https://cobusgreyling.medium.com/will-models-eat-your-stack-a4f36d8ec9d3 | |||
| 10:53 | “Wax on, wax off. https://medium.com/@teodorescucc/wax-on-wax-off-eb9b3f17c947 | |||
| 10:29 | Guardrails in AI — Keeping Large Language Models Safe and Under Control https://medium.com/@mehta.harshita31/guardrails-in-ai-keeping-large-language-models-safe-and-under-control-887e924bc52f | |||
| 10:22 | Karpathy is wrong. Write that post, build that slide deck https://world.hey.com/joaoqalves/karpathy-is-wrong-write-that-post-build-that-slide-deck-9d1a6893 | |||
| 09:49 | The AI Paradox: Why Your Laptop Can’t Reason Like GPT-4 (and How That’s About to Change) https://towardsdev.com/the-ai-paradox-why-your-laptop-cant-reason-like-gpt-4-and-how-that-s-about-to-change-ad85701b3818 | |||
| 09:33 | Part 1 | The Hidden Price of “Better” — When Model Deprecation Tests Production Faith https://stories.riafy.me/part-1-the-hidden-price-of-better-when-model-deprecation-tests-production-faith-854134d1b7bf | |||
| 09:22 | Profitable Niche in 30 Days — Even If You’re New https://medium.com/@tomskiecke/profitable-niche-in-30-days-even-if-youre-new-d14ee025b0c5 | |||
| 08:45 | Demystifying Language Models: The Mathematics Behind Machine https://medium.com/@bibhuashish/demystifying-language-models-the-mathematics-behind-machine-bde463bd8b53 | |||
| 07:57 | What I learned as a Data Scientist Intern at Doctolib https://medium.com/doctolib/what-i-learned-as-a-data-scientist-intern-at-doctolib-6fec8adb64b8 | |||
| 07:56 | Introducing Manta: Scalable AI Model Tiers for Roleplay and Beyond https://medium.com/@haydenhelix/introducing-manta-scalable-ai-model-tiers-for-roleplay-and-beyond-b41d0f8339d7 | |||
| 07:50 | LangChain v1 — The Moment Every LLM Builder Was Waiting For https://medium.com/@sivachandran94/langchain-v1-the-moment-every-llm-builder-was-waiting-for-841c141febf2 | |||
| 06:54 | Self-attention and Multi-head attention in LLMs https://medium.com/@priyasadam1218/self-attention-and-multi-head-attention-in-llms-c1037e1d09ff | |||
| 06:35 | Brilliant Mimics, Not Minds: Andrej Karpathy’s Sobering Take on the AI Bubble https://medium.com/@nisarg.nargund/brilliant-mimics-not-minds-andrej-karpathys-sobering-take-on-the-ai-bubble-f45db9eb0751 | |||
| 06:05 | Dense Vs Sparse Vector https://medium.com/@naresh.kancharla/dense-vs-sparse-vector-934d832a967e | |||
| 06:03 | Get 1 Month of Perplexity Pro FREE (Worth ) https://medium.com/@orionpax69/get-1-month-of-perplexity-pro-free-worth-20-5e8a4bd7e9ae | |||
| 06:02 | Don’t Tell AI to “Be Creative.” Trap It Instead https://ckhuang2527.medium.com/dont-tell-ai-to-be-creative-trap-it-instead-1123c2af6e56 | |||
| 05:50 | Frontier Models and the Cost of Intelligence: What Comes After the Next Big Model? https://medium.com/@mirokuikeda47/frontier-models-and-the-cost-of-intelligence-what-comes-after-the-next-big-model-298fa95cb6c4 | |||
| 05:45 | The Beginner’s Guide to AI’s Secret Weapon — Vector Database https://medium.com/@naresh.kancharla/the-beginners-guide-to-ai-s-secret-weapon-vector-database-41f39d21217f | |||
| 05:44 | Airbnb CEO says ChatGPT isn't ready https://www.latimes.com/business/story/2025-10-21/chesky-says-openai-tools-not-ready-for-chatgpt-tie-up-with-airbnb-app | |||
| 04:21 | Large Language Models https://medium.com/@rzi.codealigned/large-language-models-0ed48a60a9ff | |||
| 04:03 | Anthropic API vs. AWS Bedrock for Claude Model usage https://medium.com/@joohan224/anthropic-api-vs-aws-bedrock-for-claude-model-usage-0f37acd0a588 | |||
| 03:49 | How to Validate AI Responses Without Domain Knowledge: A Practical Framework for Non-Experts https://medium.com/@abhishek97.edu/how-to-validate-ai-responses-without-domain-knowledge-a-practical-framework-for-non-experts-69358a323ec8 | |||
| 03:35 | What is Mojo’s Role in Efficient Transformer Training? https://hexshift.medium.com/what-is-mojos-role-in-efficient-transformer-training-1d871e6540f2 | |||
| 03:07 | Scaling Context: Grouped, Latent, and Sliding Attention as Solutions to the KV Cache Bottleneck https://medium.com/@frankmorales_91352/scaling-context-grouped-latent-and-sliding-attention-as-solutions-to-the-kv-cache-bottleneck-eeac86459206 | |||
| 02:57 | Understanding Transformers From Scratch | A Comprehensive Guide https://medium.com/@dillan.khurana/understanding-transformers-from-scratch-a-comprehensive-guide-faf582fa919e | |||
| 02:51 | Vespa: The Open-Source Engine Powering Search, Recommendations, and Real-Time Data https://civillearning.medium.com/vespa-the-open-source-engine-powering-search-recommendations-and-real-time-data-eab2206b1d4a | |||
| 02:41 | Secure Internal System Access for LLMs with MCP Server https://medium.com/@imhilaryy1999/secure-internal-system-access-for-llms-with-mcp-server-605960d0ba25 | |||
| 02:35 | MFUA: The Birth of Self-Building Frameworks https://medium.com/@jonatan.collymoore/mfua-the-birth-of-self-building-frameworks-986e44578711 | |||
| 02:09 | Beyond LLMs: Building Systems of Intelligence https://medium.com/@krishna0511/beyond-llms-building-systems-of-intelligence-c9c668a533bb | |||
| 01:29 | DeepSeek-OCR: A Fractal Architecture in a Relational Semantic Frame https://medium.com/@omanyuk/deepseek-ocr-a-fractal-architecture-in-a-relational-semantic-frame-a592cfdac004 | |||
| 01:06 | Anthropic and Google in talks on cloud deal worth tens of billions https://www.reuters.com/business/retail-consumer/anthropic-google-talks-cloud-deal-worth-tens-billions-bloomberg-news-reports-2025-10-21/ | |||
| 00:23 | From Static Symbols to Dynamic Intelligence: Bridging Teleogenesis, TRoT and Modern AI https://medium.com/@omanyuk/from-static-symbols-to-dynamic-intelligence-bridging-teleogenesis-trot-and-modern-ai-af44dc04f79a | |||
| 00:14 | Large Language Models Inference Engines Based on Spiking Neural Networks https://arxiv.org/abs/2510.00133 | |||
| 00:13 | Surfacing LLM Biases Through Graffiti https://nullpxl.com/post/surfacing-llm-biases-through-graffiti/ | |||
| 00:07 | DHS Asks OpenAI to Unmask User Behind ChatGPT Prompts, Possibly First Such Case https://gizmodo.com/dhs-asks-openai-to-unmask-user-behind-chatgpt-prompts-possibly-the-first-such-case-2000674472 | |||
| 00:05 | DeepSeek-OCR: Treating Text as Images Increases Compression Efficiency by 10x https://ai-engineering-trend.medium.com/deepseek-ocr-treating-text-as-images-increases-compression-efficiency-by-10x-4fc7ab86a91f | |||
| 00:00 | Sentence Transformers is joining Hugging Face! https://huggingface.co/blog/sentence-transformers-joins-hf | |||
| 00:00 | Hugging Face and VirusTotal collaborate to strengthen AI security https://huggingface.co/blog/virustotal | |||
| Tuesday, 2025-10-21 | ||||
| 23:38 | DeepSeek is going to make LLMs 90% cheaper. Again! https://medium.com/@uttkarsh70255/deepseek-is-going-to-make-llms-90-cheaper-again-40f9d77cd650 | |||
| 22:18 | OptPipe: Memory- and Scheduling-Optimized Pipeline Parallelism for LLM Training https://arxiv.org/abs/2510.05186 | |||
| 22:16 | Where should you deploy AI? https://medium.com/@baurpas/where-should-you-deploy-ai-62961f972707 | |||
| 22:10 | Can you beat 17? https://medium.com/@robman/can-you-beat-17-54a349ceb67a | |||
| 22:01 | Andrej Karpathy said LLMs don't have "culture". So we gave them one https://www.ashpreetbedi.com/articles/agentic-culture | |||
| 21:04 | Useful bias manipulation re: LLM – the stochastic parrot speaks https://gist.github.com/gladiatr72/d73b2dbd3b670b9d3cff29cdf2ee369d | |||
| 20:58 | Show HN: I use ChatGPT these days to develop new features quickly https://chatgpt.com/share/68f7f17f-022c-800a-8a75-814847ffe87d | |||
| 20:58 | We resolve a 00 Erdős problem, with a Lean proof vibe coded using ChatGPT https://borisalexeev.com/papers/erdos707.html | |||
| 20:16 | Your AI Isn’t Smart. It’s Just Unsupervised. https://medium.com/@twinklejn004/your-ai-isnt-smart-it-s-just-unsupervised-c69645e5322f | |||
| 20:16 | Your AI Isn’t Smart. It’s Just Unsupervised. https://medium.com/@TJaineera/your-ai-isnt-smart-it-s-just-unsupervised-c69645e5322f | |||
| 20:06 | Understanding Retrieval-Augmented Generation (RAG) https://medium.com/@anupvrj261/understanding-retrieval-augmented-generation-rag-dcddbd813673 | |||
| 20:05 | DeepSeek-OCR: Fitting an Entire Encyclopedia into a Single Image https://ai-engineering-trend.medium.com/deepseek-ocr-fitting-an-entire-encyclopedia-into-a-single-image-0d21b51d0bc1 | |||
| 19:14 | OpenAI's Atlas Browser Takes Direct Aim at Google Chrome https://www.wired.com/story/openai-atlas-browser-chrome-agents-web-browsing/ | |||
| 19:03 | Who wants Gemini Pro + Veo3 + 2TB storage for 90% OFF🔖 ??? https://www.reddit.com/r/llm_updated/comments/1oclsg2/who_wants_gemini_pro_veo3_2tb_storage_for_90_off/ | |||
| 19:01 | Smart Complaint Deduplication Using Snowflake-Native AISQL https://medium.com/snowflake/smart-complaint-deduplication-using-snowflake-native-aisql-2bab5885e277 | |||
| 19:00 | Challenge #5 — No plan and you WILL fail https://medium.com/@ramnish.kalsi/challenge-5-no-plan-and-you-will-fail-09412bc0ab97 | |||
| 18:56 | From Prompt to Response: Unpacking the Magic of LLM Inference https://nadeem4-nk13.medium.com/from-prompt-to-response-unpacking-the-magic-of-llm-inference-e7d611e07e29 | |||
| 18:53 | ChatGPT Atlas https://simonwillison.net/2025/Oct/21/introducing-chatgpt-atlas/ | |||
| 18:50 | Beyond Prompts: The Real Skill Behind Human–AI Collaboration https://medium.com/@loksakml/beyond-prompts-the-real-skill-behind-human-ai-collaboration-aac554a594b4 | |||
| 18:47 | Challenge #6 -Half hearted attempts https://medium.com/@ramnish.kalsi/challenge-6-half-hearted-attempts-82e2df5354fc | |||
| 18:43 | Challenge #7 — Trying to Do Too Much https://medium.com/@ramnish.kalsi/challenge-7-trying-to-do-too-much-e65b7fc63cbb | |||
| 18:43 | Are you Vibe Coding…Effectively? https://medium.com/@loksakml/are-you-vibe-coding-effectively-d0b9f5415aa7 | |||
| 18:39 | Prompt Engineering for AI Agents: Learning the Language of LLMs https://medium.com/@loksakml/prompt-engineering-for-ai-agents-learning-the-language-of-llms-e4d450630f3a | |||
| 18:10 | The Communication Protocol: Why AI Gets It When Humans Don’t https://medium.com/ai-but-make-it-intimate/the-communication-protocol-why-ai-gets-it-when-humans-dont-c527e56b43ac | |||
| 18:10 | ChatGPT Atlas: OpenAI’s Agentic AI Browser Redefines Web Interaction https://bibarud.medium.com/chatgpt-atlas-openais-agentic-ai-browser-redefines-web-interaction-57271220d7f8 | |||
| 18:03 | OpenAI Is Building a Banker https://www.bloomberg.com/opinion/newsletters/2025-10-21/openai-is-building-a-banker | |||
| 18:03 | The System Design Behind Large Software: How Giants Stay Reliable When Millions Hit “Book Now” https://medium.com/@muhammadshakir4152/the-system-design-behind-large-software-how-giants-stay-reliable-when-millions-hit-book-now-1239ad871928 | |||
| 17:43 | Andrej Karpathy on X: "I quite like the new DeepSeek-OCR paper" https://twitter.com/karpathy/status/1980397031542989305 | |||
| 17:29 | Show HN: I'm building an open source discussion forum for latest ArXiv papers https://www.arxiv-news.com/ | |||
| 17:29 | Kvcached: Virtualized, elastic KV cache for LLM serving on shared GPUs https://www.notion.so/yifanqiao/Solve-the-GPU-Cost-Crisis-with-kvcached-289da9d1f4d68034b17bf2774201b141 | |||
| 17:22 | ChatGPT Atlas https://openai.com/index/introducing-chatgpt-atlas/ | |||
| 17:18 | ChatGPT Atlas https://chatgpt.com/atlas | |||
| 17:09 | Launching our new browser, ChatGPT Atlas https://fidjisimo.substack.com/p/launching-our-new-browser-chatgpt | |||
| 17:08 | OpenAI is about to launch its new AI web browser, ChatGPT Atlas https://www.theverge.com/news/803481/openai-web-browser-ai-announcement-teaser | |||
| 17:03 | OpenAI Set to Challenge Google with New ChatGPT Atlas Browser https://www.bloomberg.com/news/articles/2025-10-21/openai-set-to-challenge-google-with-new-chatgpt-atlas-browser | |||
| 17:01 | Bolt – How Mura Wrote an In-House LLM Eval Framework https://mackey.substack.com/p/bolt-how-mura-wrote-an-in-house-llm | |||
| 16:54 | OpenAI releases ChatGPT Atlas, an AI-enabled web browser to challenge Chrome https://venturebeat.com/ai/openai-releases-chatgpt-atlas-an-ai-enabled-web-browser-to-challenge-google | |||
| 16:24 | Using LLMs as Research Partners: Helpful, But Not Foolproof https://jonhwayim.medium.com/using-llms-as-research-partners-helpful-but-not-foolproof-5c573887b611 | |||
| 16:06 | From RNN to LLM https://rosaria-silipo.medium.com/from-rnn-to-llm-9ee8ca7ed533 | |||
| 16:05 | When Karpathy Says All LLM Inputs Should Be Images, What Is He Thinking https://ai-engineering-trend.medium.com/when-karpathy-says-all-llm-inputs-should-be-images-what-is-he-thinking-7ee6e995d778 | |||
| 16:02 | How to Enrich LLM Context to Significantly Enhance Capabilities https://pub.towardsai.net/how-to-enrich-llm-context-to-significantly-enhance-capabilities-61c7c9ab33aa | |||
| 16:01 | Is Sora the beginning of the end for OpenAI? https://calnewport.com/is-sora-the-beginning-of-the-end-for-openai/ | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124