LLM News and Articles
| Saturday, 2025-08-23 | ||||
| 13:41 | How I Built a Web-Based SaaS Powered by Gemini and OpenAI https://medium.com/@ablahum/how-i-built-a-web-based-saas-powered-by-gemini-and-openai-0efddb52d0de | |||
| 12:32 | Do Humans Have a Context Window Too? https://medium.com/@prathmeshbhilare52/do-humans-have-a-context-window-too-fde89c8b04ec | |||
| 12:31 | Async vs Batch Inference: Tradeoffs for Large Language Models https://medium.com/@kaushalsinh73/async-vs-batch-inference-tradeoffs-for-large-language-models-50fd100261bd | |||
| 12:27 | The Turbulence Paradox of Enterprise AI: Why 95% of GenAI Pilots Fail https://medium.com/geekculture/the-turbulence-paradox-of-enterprise-ai-why-95-of-genai-pilots-fail-59ec6aa10e8d | |||
| 12:01 | Small Language Models (SLMs) — Efficiency-focused alternatives to LLMs. https://medium.com/@sreja2611/small-language-models-slms-efficiency-focused-alternatives-to-llms-763fc2275b41 | |||
| 11:40 | How We Test LLMs (and Why It Matters So Much) https://medium.com/@anant.chaturvedi.786/how-we-test-llms-and-why-it-matters-so-much-b76e817b5059 | |||
| 11:34 | Inference Engines — Backbone of LLM https://medium.com/@rubihali/inference-engines-backbone-of-llm-3149623ece55 | |||
| 11:03 | "It's just predicting the next token" https://medium.com/@paulosalem/its-just-predicting-the-next-token-c05b8cbe4eea | |||
| 10:44 | LESSONS LEARNED BUILDING AGENTIC LLMS FOR VULNERABILITY WORKFLOWS https://hasamba.medium.com/lessons-learned-building-agentic-llms-for-vulnerability-workflows-326c338cb966 | |||
| 09:22 | Large Language Models LLMs vs. Small Language Models SLMs for Financial Institutions: A 2025 Practical Enterprise AI Guide https://www.marktechpost.com/2025/08/23/large-language-models-llms-vs-small-language-models-slms-for-financial-institutions-a-2025-practical-enterprise-ai-guide/ | |||
| 09:19 | Can an AI Model Feel Meaning? https://medium.com/@info_32982/can-an-ai-model-feel-meaning-ec1560ab0909 | |||
| 09:19 | Requirements for Testing a Generative AI Application https://medium.com/@rajneeshjha9s/requirements-for-testing-a-generative-ai-application-71081bd1741c | |||
| 09:07 | SpaCy: Industrial-Strength Natural Language Processing (NLP) in Python https://github.com/explosion/spaCy | |||
| 09:03 | llm-d: Distributed AI inference for large-scale LLM applications https://ajay-arunachalam08.medium.com/llm-d-distributed-ai-inference-for-large-scale-llm-applications-1aa2bc45da62 | |||
| 08:32 | Nvidia Nemotron Nano V2: LLM with On/Off Reasoning https://medium.com/data-science-in-your-pocket/nvidia-nemotron-nano-v2-llm-with-on-off-reasoning-c15dab8888f8 | |||
| 08:24 | Building a Subscription-Based SaaS with Next.js, LLM, and Stripe (How It Compares to Xendit) https://medium.com/@ablahum/building-a-subscription-based-saas-with-stripe-next-js-041a6fc6f9a7 | |||
| 08:14 | Why Does AI Make Things Up? Understanding “Hallucinations” https://medium.com/ramses-engineering/why-does-ai-make-things-up-understanding-hallucinations-a9743c2a35de | |||
| 08:07 | AI’s Secret Map: Understanding Vector Embeddings https://medium.com/ramses-engineering/ais-secret-map-understanding-vector-embeddings-0f1372d172c3 | |||
| 08:06 | Meet POML: Microsoft’s New Structured Language for Smarter Prompt Engineering https://medium.com/@ag075261/meet-poml-microsofts-new-structured-language-for-smarter-prompt-engineering-679cba2b6208 | |||
| 08:05 | Decoding AI: From LLMs to AGI https://medium.com/@connect.naveee9/decoding-ai-from-llms-to-agi-e2d57a806c8a | |||
| 07:59 | Salesforce’s MCP Universe Benchmark Exposes Critical Gaps https://medium.com/@tam.tamanna18/salesforces-mcp-universe-benchmark-exposes-critical-gaps-86358a7413b0 | |||
| 07:59 | More Than Just Words: How AI’s “Attention” Unlocks Context https://medium.com/ramses-engineering/more-than-just-words-how-ais-attention-unlocks-context-7ce1f02c8023 | |||
| 07:54 | HomeLab: Setting up 4090 Graphic Card to Talos Linux https://rahulvinodsharma.medium.com/homelab-setting-up-4090-graphic-card-to-talos-linux-0e8d5129b0b2 | |||
| 07:52 | Learn AI Controller Orchestrator https://blog.devgenius.io/learn-ai-controller-orchestrator-219331abcb87 | |||
| 07:48 | V-JEPA and DEEPSEEKV3.1: An Integrated Agentic AI Approach to Conceptual Flight Planning https://medium.com/ai-simplified-in-plain-english/v-jepa-and-deepseekv3-1-an-integrated-agentic-ai-approach-to-conceptual-flight-planning-24ed1d22dd9d | |||
| 07:21 | From Conflict to Concession: Why Even SEO Leaders Admit AI Search Is Not SEO https://medium.com/@tim_62250/from-conflict-to-concession-why-even-seo-leaders-admit-ai-search-is-not-seo-05034e3abf7c | |||
| 07:15 | The Artificial Intelligence Journey — Ollama https://medium.com/@boutnaru/the-artificial-intelligence-journey-ollama-ecf4717713ed | |||
| 07:01 | rust-relations-explorer library- Context engineer helper(meta-programming) https://autognosi.medium.com/rust-relations-explorer-library-context-engineer-helper-meta-programming-e26a7af2447c | |||
| 06:41 | Concurrent vs. Parallel Execution in LLM API Calls: From an AI Engineer’s Perspective https://medium.com/@neeldevenshah/concurrent-vs-parallel-execution-in-llm-api-calls-from-an-ai-engineers-perspective-5842e50974d4 | |||
| 06:14 | Llama-Scan and the Quiet Revolution of Token-Free PDF Reading https://medium.com/write-a-catalyst/llama-scan-and-the-quiet-revolution-of-token-free-pdf-reading-bfe02c9eaf28 | |||
| 06:13 | The two key insights from Nvidia’s paper on why Small Language Models are better for agentic tasks… https://medium.com/@paula.j/the-two-key-insights-from-nvidias-paper-on-why-small-language-models-are-better-for-agentic-tasks-fbd49c80561f | |||
| 06:09 | The real reason behind LLM hallucination https://medium.com/@bharatambati/the-real-reason-behind-llm-hallucination-4afe9c2c6aef | |||
| 06:00 | RAG (Retrieval Augmented Generation) https://medium.com/sap-innovation-hub/rag-retrieval-augmented-generation-eb494d321874 | |||
| 05:46 | Bringing Enterprise Data Together https://medium.com/@sharmamahesh789/bringing-enterprise-data-together-d449267d26e8 | |||
| 04:50 | Top Smaller LLMs You Can Run on Your Local PC Without a GPU https://medium.com/@shouke.wei/top-smaller-llms-you-can-run-on-your-local-pc-without-a-gpu-e84b8f6794b0 | |||
| 04:21 | BioAgents: On‑Chain Scientists With APIs -The Quiet Shift In How We Do Science https://medium.com/@rogt.x1997/bioagents-on-chain-scientists-with-apis-the-quiet-shift-in-how-we-do-science-1ad5bcd6b7ce | |||
| 04:21 | How to Fine-Tune an Open-Source LLM on a Budget (Colab vs AWS vs RunPod) https://medium.com/@vibhanshujain2003/how-to-fine-tune-an-open-source-llm-on-a-budget-colab-vs-aws-vs-runpod-03b3bae6905d | |||
| 04:16 | Google Gemma3 270M — A Master LLM for Edge Devices https://mayur-ds.medium.com/google-gemma3-270m-a-master-llm-for-edge-devices-ea97318a3c67 | |||
| 04:08 | Stop Wrestling with Your Environment For Fine Tuning LLMs: The Compatibility Checker Script Will… https://vardhmanandroid2015.medium.com/stop-wrestling-with-your-environment-for-fine-tuning-llms-the-compatibility-checker-script-will-0b22f88b9819 | |||
| 03:51 | Tokens and Tokenization in Large Language Models https://medium.com/@junaidulhaq723/tokens-and-tokenization-in-large-language-models-001b18955032 | |||
| 03:39 | Building a Document-Based Chatbot with Next.js, LangChain, Pinecone, and GPT-4o LLM https://medium.com/@ablahum/my-experience-on-building-a-document-based-chatbot-with-next-js-01d04d46e05e | |||
| 03:22 | Measuring the environmental impact of AI inference https://arstechnica.com/ai/2025/08/google-says-it-dropped-the-energy-cost-of-ai-queries-by-33x-in-one-year/ | |||
| 03:02 | What If Human-AI Collaboration Beat Full Automation? https://hiddenlayerai.medium.com/what-if-human-ai-collaboration-beat-full-automation-329e732661ee | |||
| 02:43 | Day 2 — OCR Noise and the Rise of “Phantom Tokens” in RAG Pipelines https://psbigbig.medium.com/day-2-ocr-noise-and-the-rise-of-phantom-tokens-in-rag-pipelines-01b698bf61a5 | |||
| 02:17 | Evaluating Large Language Model (LLM) systems: Metrics, challenges, and best practices https://medium.com/@rudhrakumarthota/evaluating-large-language-model-llm-systems-metrics-challenges-and-best-practices-357a70685cc0 | |||
| 02:08 | Transformers Are All You Need https://medium.com/correll-lab/transformers-are-all-you-need-004874bb1cf2 | |||
| 01:39 | AI lovers grieve loss of ChatGPT's old model: 'Like saying goodbye to someone' https://www.theguardian.com/technology/2025/aug/22/ai-chatgpt-new-model-grief | |||
| 01:11 | Transformers Unleashed: The Architecture That Changed AI Forever https://medium.com/@srikarkarri/transformers-unleashed-the-architecture-that-changed-ai-forever-759aecf40f27 | |||
| 01:05 | Step by Step Procedure to Integrate LLM with the External Components https://aws.plainenglish.io/step-by-step-procedure-to-integrate-llm-with-the-external-components-49906c6401f1 | |||
| 00:59 | My experience creating software with LLM coding agents – Part 2 (Tips) https://efitz-thoughts.blogspot.com/2025/08/my-experience-creating-software-with_22.html | |||
| 00:53 | Top Generative AI & LLM-Based Interview Questions & Answers (Part 5) https://python.plainenglish.io/top-generative-ai-llm-based-interview-questions-answers-part-5-209d55be7124 | |||
| 00:15 | You Don’t Need to Be a Prompt Engineering Expert to Use ChatGPT, But You Do Need to Write Smart https://medium.com/@2qubushra/you-dont-need-to-be-a-prompt-engineering-expert-to-use-chatgpt-but-you-do-need-to-write-smart-a65db61073af | |||
| 00:08 | Shift+Tab: How Claude Code’s Planning Mode Can Prevent Tech Debt https://hammansamuel.medium.com/shift-tab-how-claude-codes-planning-mode-can-prevent-tech-debt-c309cce18a72 | |||
| 00:00 | The Breaking Point of LLMs: Towards a Neolamarckian Ecology of AI https://medium.com/@pab.man.alvarez/the-breaking-point-of-llms-towards-a-neolamarckian-ecology-of-ai-0c314225b86c | |||
| Friday, 2025-08-22 | ||||
| 23:05 | User Scripting in 2025 https://medium.com/@krish.raghuram/user-scripting-in-2025-542bd79f5b7f | |||
| 23:02 | The use of LLM assistants for kernel development https://lwn.net/Articles/1032612/ | |||
| 22:23 | Advancing AI Safety: Evaluating Large Language Models in Construction Safety https://medium.com/glitch-q/advancing-ai-safety-evaluating-large-language-models-in-construction-safety-68ecaf197dec | |||
| 22:22 | Navigating the Safety Landscape of AI in Medicine: A Review of Emerging Challenges with Large… https://medium.com/glitch-q/navigating-the-safety-landscape-of-ai-in-medicine-a-review-of-emerging-challenges-with-large-e46c6f649584 | |||
| 22:20 | A Critical Examination of RAG LLM Safety: Unveiling New Vulnerabilities https://medium.com/glitch-q/a-critical-examination-of-rag-llm-safety-unveiling-new-vulnerabilities-d15467d2b91e | |||
| 22:18 | LangChain’s OOPS Moment: Story behind LangChain Runnables https://medium.com/@vennelavarshini07/langchains-oops-moment-story-behind-langchain-runnables-2f7de780356a | |||
| 22:18 | Automatic Generation of Safety-Compliant Linear Temporal Logic: A Groundbreaking Framework https://medium.com/glitch-q/automatic-generation-of-safety-compliant-linear-temporal-logic-a-groundbreaking-framework-c9dc2b8ed8d1 | |||
| 21:58 | Understanding Evaluation Metrics in Machine Translation https://medium.com/@nghihuynh_37300/understanding-evaluation-metrics-in-machine-translation-84c0093ba6c1 | |||
| 21:45 | Hierarchical Reasoning in Graph-Based Retrieval-Augmented Generation https://medium.com/@tam.tamanna18/hierarchical-reasoning-in-graph-based-retrieval-augmented-generation-a0c947de5a35 | |||
| 21:40 | Building Scalable MCP Servers Using Generic GraphQL: A Production-Ready Architecture https://medium.com/@shivanshanand2000/building-scalable-mcp-servers-using-generic-graphql-a-production-ready-architecture-e16f5e79f0de | |||
| 21:07 | How AI is Reshaping Software Quality Assurance https://blog.gopenai.com/how-ai-is-reshaping-software-quality-assurance-128145f80d56 | |||
| 20:18 | Measure Twice, Prompt Once: A Real User’s Case for Benchmarking AI Like It’s Worth Your Time. https://medium.com/@johnathon.s.newman/measure-twice-prompt-once-a-real-users-case-for-benchmarking-ai-like-it-s-worth-your-time-e0173aa91745 | |||
| 19:50 | AI Progress Isn’t Stalling — It’s Graduating https://medium.com/@stkem/ai-progress-isnt-stalling-it-s-graduating-3555370617ac | |||
| 19:41 | How Smart Algorithms Are Reshaping Health and Medicine https://tesnimgulsen.medium.com/how-smart-algorithms-are-reshaping-health-and-medicine-16febe2383ef | |||
| 19:40 | Beyond Typing: How AI Note-Taking Became the Productivity Tool You Didn’t Know You Needed https://medium.com/@arjundonthala891/beyond-typing-how-ai-note-taking-became-the-productivity-tool-you-didnt-know-you-needed-308fb2cad1f3 | |||
| 19:39 | The Difference between SEO, GEO, AEO, AIO, and LLMO for Dummies https://medium.com/@alex.sklbn/the-difference-between-seo-geo-aeo-aio-and-llmo-for-dummies-d4468e9dc3a5 | |||
| 19:06 | Show HN: Any-LLM chat demo – switch between ChatGPT, Claude, Ollama, in one chat https://github.com/mozilla-ai/any-llm/tree/main/demos/chat | |||
| 18:50 | Finding the Capable Small LLM for Your Programming Tasks https://blog.gopenai.com/finding-the-capable-small-llm-for-your-programming-tasks-2f9612ad133f | |||
| 18:38 | On the understandable folly of the“AI scientist” https://medium.com/jingo-ai/on-the-understandable-folly-of-the-ai-scientist-0ccf10eb9dcf | |||
| 18:18 | Büyük Dil Modellerinin (LLM) Bulut Ortamında Yönetimi: Maliyet, Gizlilik ve Ölçeklenebilirlik https://medium.com/@cagangursel/b%C3%BCy%C3%BCk-dil-modellerinin-llm-bulut-ortam%C4%B1nda-y%C3%B6netimi-maliyet-gizlilik-ve-%C3%B6l%C3%A7eklenebilirlik-aea132734a04 | |||
| 17:55 | Human Stories, Made Possible by AI https://medium.com/@4O4/human-stories-made-possible-by-ai-917b84e91b7a | |||
| 17:53 | Context Over Line Numbers: A Robust Way to Apply LLM Code Diffs https://medium.com/@surajpotnuru/context-over-line-numbers-a-robust-way-to-apply-llm-code-diffs-eb239e56283f | |||
| 17:46 | DeepSeek V3.1 review and comparison with GPT-5, Gemini 2.5 Pro, Sonnet 4, K2, Grok 4, GPT-OSS-120B https://medium.com/@leucopsis/deepseek-v3-1-review-and-comparison-with-gpt-5-gemini-2-5-pro-sonnet-4-k2-grok-4-gpt-oss-120b-018040f290b7 | |||
| 17:45 | Sprinkling self-doubt on ChatGPT https://justin.searls.co/posts/sprinkling-self-doubt-on-chatgpt/ | |||
| 17:39 | Fine-tuning Llama 8B to give it the ability to message you first https://twitter.com/deepfates/status/1958648685224743047 | |||
| 17:32 | RAGFuse: From Idea to a Pluggable, Real-World RAG Toolkit (and What’s Next) https://medium.com/@amanSinghRajput.media/ragfuse-from-idea-to-a-pluggable-real-world-rag-toolkit-and-whats-next-eef246d98bb7 | |||
| 17:29 | AI’s Role in Complex Reasoning and Clean Energy https://medium.com/@j.y.weng/ais-role-in-complex-reasoning-and-clean-energy-3cb169c0647e | |||
| 17:27 | Show HN: BrowserOS -- browser agents with GPT-OSS, local llms https://github.com/browseros-ai/BrowserOS | |||
| 17:24 | How to Install and Configure Ollama: Run AI Models Locally https://danieljude1992.medium.com/how-to-install-and-configure-ollama-to-run-llms-locally-d9de04588027 | |||
| 17:23 | Canta en sindarin, Suno https://medium.com/@erebyel/canta-en-sindarin-suno-dbdb095dc965 | |||
| 17:22 | What Are AI Agents Really? The Simple Truth Behind the Hype https://medium.com/@padmaraj.com/what-are-ai-agents-really-the-simple-truth-behind-the-hype-461979924080 | |||
| 17:17 | Forking Conversations Is the GitHub-Inspired Feature Every LLM Desperately Needs https://medium.com/according-to-context/forking-conversations-is-the-github-inspired-feature-every-llm-desperately-needs-cbf8d81738b0 | |||
| 16:58 | Intelligent Coding Agents in Practice: Zero-Code Development for Project Management Systems https://medium.com/ai-simplified-in-plain-english/intelligent-coding-agents-in-practice-zero-code-development-for-project-management-systems-9cb199951f92 | |||
| 16:56 | HiRAG : une nouvelle génération de RAG hiérarchique pour des réponses plus cohérentes https://medium.com/movenext/hirag-une-nouvelle-g%C3%A9n%C3%A9ration-de-rag-hi%C3%A9rarchique-pour-des-r%C3%A9ponses-plus-coh%C3%A9rentes-0bc6dbd44c47 | |||
| 16:53 | ✦ Lessons from a Small Use Case: How Mindful Systems Point Toward Personal AGI https://medium.com/@peeranat.earth/lessons-from-a-small-use-case-how-mindful-systems-point-toward-personal-agi-baf55b119eb7 | |||
| 16:50 | AI did not write this: The Impossible Art of Real Human Expression. https://medium.com/@bobcristello/ai-did-not-write-this-the-impossible-art-of-real-human-expression-a70df0fbaea5 | |||
| 16:49 | From Data to Decisions: Data, AI, and Analytics That Ship https://medium.com/data-science-collective/from-data-to-decisions-data-ai-and-analytics-that-ship-ce7f4b0a6bc3 | |||
| 16:39 | What is an LLM? Explained Simply https://medium.com/genai-llms/what-is-an-llm-explained-simply-a3222705c248 | |||
| 16:38 | Generating AI Insights from Reconciled Transaction Data https://medium.com/@abhisant/generating-ai-insights-from-reconciled-transaction-data-f2d9d7f03f11 | |||
| 16:27 | GPT-6, DeepSeek V3.1, Qwen-Image, Robots and Alibaba Qoder:: The Latest AI News You Must Know https://medium.com/@ferreradaniel/gpt-6-deepseek-v3-1-qwen-image-robots-and-alibaba-qoder-the-latest-ai-news-you-must-know-8c0ba5b50e04 | |||
| 16:26 | Firecrawl: The Easiest Way to Turn Any websites into LLM-ready data https://medium.com/@CodeCoup/firecrawl-the-easiest-way-to-turn-any-websites-into-llm-ready-data-4a1a4f954d24 | |||
| 16:13 | Intern-S1: A New Era for Scientific Foundation Models https://medium.com/@atasesli05/intern-s1-a-new-era-for-scientific-foundation-models-35347477c8ea | |||
| 16:12 | OpenAI to launch first India office in New Delhi this year https://www.reuters.com/world/india/openai-launch-first-india-office-new-delhi-this-year-2025-08-22/ | |||
| 16:01 | How 120B+ Parameter Models Run on One GPU: The Architecture Deep-Dive https://medium.com/@LLMImplementation/how-120b-parameter-models-run-on-one-gpu-the-architecture-deep-dive-857e1af60934 | |||
| 15:57 | Why large language models SPARKLE: a systems overview https://medium.com/@CapitalOneTech/why-large-language-models-sparkle-a-systems-overview-9a42d5d88f49 | |||
| 15:57 | Why large language models SPARKLE: a systems overview https://medium.com/capital-one-tech/why-large-language-models-sparkle-a-systems-overview-9a42d5d88f49 | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124