LLM News and Articles
| Tuesday, 2025-12-16 | ||||
| 15:32 | Part 3: Automating Insurance Claim Admissibility https://medium.com/@vimalnegiatwork/part-3-automating-insurance-claim-admissibility-baca91bf2c9b | |||
| 15:31 | Part 4 — Working with Text Data https://abbybuilds.medium.com/part-4-working-with-text-data-dee3ac1eed94 | |||
| 15:17 | The Enshittification of AI Chatbots: Why They Get Worse (and What You Can Do) https://medium.com/@genai.works/the-enshittification-of-ai-chatbots-why-they-get-worse-and-what-you-can-do-bfd07423fd1d | |||
| 15:13 | Pair Programming, Copilot Agents, and Cost of Not Asking Questions https://muthuishere.medium.com/pair-programming-copilot-agents-and-cost-of-not-asking-questions-7f3adb27ba69 | |||
| 15:08 | AI Agent Deployment Strategies: A Practical Guide https://medium.com/@sahin.samia/ai-agent-deployment-strategies-a-practical-guide-f3bb1d52afc8 | |||
| 14:52 | The Great Agent Paradox: Why More AI Doesn’t Always Mean Better https://medium.com/modelmind/the-great-agent-paradox-why-more-ai-doesnt-always-mean-better-6d547d61246f | |||
| 14:49 | Mistral Just Changed the Game: Devstral 2 Brings Claude-Level Coding to Open Source https://karlaortizflores.medium.com/mistral-just-changed-the-game-devstral-2-brings-claude-level-coding-to-open-source-d6875bdbf033 | |||
| 14:39 | Show HN: Solving the ~95% legislative coverage gap using LLM's https://lustra.news/ | |||
| 14:35 | The Two-Layer Persona Framework: https://medium.com/@otousan1205/the-two-layer-persona-framework-fc858ee7f783 | |||
| 14:16 | From Raw Data to Responsible Intelligence: Inside the Real Lifecycle of Generative AI https://medium.com/@ArpitChoubey9/from-raw-data-to-responsible-intelligence-inside-the-real-lifecycle-of-generative-ai-d17f3cc8b455 | |||
| 14:12 | Anyone With API Access Can Clone an AI Model and Make It Unsafe https://medium.com/@marc.bara.iniesta/anyone-with-api-access-can-clone-an-ai-model-and-make-it-unsafe-45e4800cd436 | |||
| 14:02 | How to Make Your Content ‘Citable’ by LLMs Without Giving It All Away https://pub.towardsai.net/how-to-make-your-content-citable-by-llms-without-giving-it-all-away-6039bf6fb29c | |||
| 13:52 | Show HN: WeekInPapers – A Modern ArXiv Reader https://www.weekinpapers.com/ | |||
| 13:46 | Use AI to Detect AI-Generated Text (4) https://createmomo.medium.com/use-ai-to-detect-ai-generated-text-4-ba454c7b336d | |||
| 13:15 | Open-source LLM cascading, up to 92% cost savings on benchmarks https://github.com/lemony-ai/cascadeflow | |||
| 13:06 | Vectorized MAXSCORE over WAND, especially for long LLM-generated queries https://turbopuffer.com/blog/fts-v2-maxscore | |||
| 12:24 | Mastering Prompt Engineering: Deep Dive into Advanced Chain-Based Prompting Techniques https://medium.com/@thomaspatole19/mastering-prompt-engineering-deep-dive-into-advanced-chain-based-prompting-techniques-32b5f756efc4 | |||
| 12:18 | Brand Building in the Age of AI: The Dual-Audience Formula https://medium.com/@toygun.yilmazer/brand-building-in-the-age-of-ai-the-dual-audience-formula-a22ce2288474 | |||
| 12:17 | Detailed balance in large language model-driven agents https://arxiv.org/abs/2512.10047 | |||
| 12:13 | The Perfect Grammar That Defeats Us: Why AI Doesn’t Need to Be Smart to Win https://medium.com/quilltech/the-perfect-grammar-that-defeats-us-why-ai-doesnt-need-to-be-smart-to-win-6ed1013d2dcd | |||
| 12:11 | Tuesday Issue #5 — Weekly Reads https://medium.com/design-bootcamp/tuesday-issue-5-weekly-reads-2b85909b2e32 | |||
| 12:04 | Viacheslav Romanov AI and Japan Was it finally fixed, Vercel? https://medium.com/@lucky.romanov/viacheslav-romanov-ai-and-japan-was-it-finally-fixed-vercel-ce127b8fb6c2 | |||
| 12:04 | Splunk Loglarını Yapay Zeka ile Analiz Etmek: Otomatik Tehdit Avcılığı https://medium.com/@caliskanmustafa/splunk-loglar%C4%B1n%C4%B1-yapay-zeka-ile-analiz-etmek-otomatik-tehdit-avc%C4%B1l%C4%B1%C4%9F%C4%B1-9c706097263c | |||
| 11:58 | Hallucinations Are Not an AI Problem — They Are a Systems Design Failure https://medium.com/@nraman.n6/hallucinations-are-not-an-ai-problem-they-are-a-systems-design-failure-2834e5b6bcc6 | |||
| 11:56 | The Cognitive Substrate Shift: Understanding AI’s 2026 Inflection Point https://medium.com/@shashwatabhattacharjee9/the-cognitive-substrate-shift-understanding-ais-2026-inflection-point-e2fad3c19ac9 | |||
| 11:48 | Why the Next Big AI Won’t Be the Fastest https://medium.com/@muhammad.awais.professional/why-the-next-big-ai-wont-be-the-fastest-d18649ffce27 | |||
| 11:41 | Show HN: Calling tools w/ Python improves LLM perf. vs MCP (77.1% on BrowseComp) https://www.symbolica.ai/blog/beyond-code-mode-agentica | |||
| 11:35 | How I Built a Profitable Side Business in 4 Hours (And Stopped Paying /Mo for AI) https://medium.com/@digitaltoolstack/how-i-built-a-profitable-side-business-in-4-hours-and-stopped-paying-40-mo-for-ai-dc6752073a59 | |||
| 11:31 | How AI “remembers”, and what it means for you as a builder — Part 1 https://uxplanet.org/how-ai-remembers-and-what-it-means-for-you-as-a-builder-part-1-50d044bdaaee | |||
| 11:31 | Metin Parçalama Sanatı (Chunking) https://medium.com/@hilaltabak2021/metin-par%C3%A7alama-sanat%C4%B1-chunking-7838538522d6 | |||
| 11:30 | The Hidden Cost in Your AI Bill: JSON vs TOON https://medium.com/@dad.faheem/the-hidden-cost-in-your-ai-bill-json-vs-toon-7114d9faafa1 | |||
| 11:06 | How Custom LLMs Enhance Productivity Through Workflow Automation https://medium.com/@alexs_35200/how-custom-llms-enhance-productivity-through-workflow-automation-dcc9cf80e56d | |||
| 10:51 | Building Agentic Workflows for Financial Data Aggregation and Classification https://medium.com/@israelhilerio/agentic-workflows-financial-data-aggregation-langgraph-88258d0c9202 | |||
| 10:36 | The Theory of the Cognitive Exoskeleton: To the “Context Engineers” Waiting Beyond the Beast Path https://medium.com/@onlythequestioner/the-theory-of-the-cognitive-exoskeleton-to-the-context-engineers-waiting-beyond-the-beast-path-416c9db1b489 | |||
| 10:33 | Kalman Filter as a Design Intuition for LLM Products https://medium.com/@enkaranfiles/kalman-filter-as-a-design-intuition-for-llm-products-d38a69438c83 | |||
| 10:29 | Vibe Coding (and not losing my mind) https://kanishkanamdeo.medium.com/vibe-coding-and-not-losing-my-mind-ac175f123155 | |||
| 09:51 | Nested Learning- Part I-Associated Memory and Momentum https://medium.com/@nidhikayadav/nested-learning-part-i-associated-memory-8111b71a54e8 | |||
| 09:33 | Large Language Models (LLMs): The Brain Behind Modern AI https://medium.com/@learning3601/large-language-models-llms-the-brain-behind-modern-ai-29adea7f578c | |||
| 09:31 | Show HN: TSZ – Open-source guardrails and data security layer for LLM pipelines https://github.com/thyrisAI/safe-zone | |||
| 08:55 | The 12 Questions CEOs Must Answer About AI Visibility Risk https://medium.com/@tim_62250/the-12-questions-ceos-must-answer-about-ai-visibility-risk-fb96c07ac7b6 | |||
| 08:52 | 6 Proven Strategies for Ranking in AI Answer Engines like ChatGPT & Perplexity https://medium.com/illumination/6-proven-strategies-for-ranking-in-ai-answer-engines-like-chatgpt-perplexity-a36135150777 | |||
| 08:44 | Does AI Really Understand? https://medium.com/@dicibene/does-ai-really-understand-38d95fb0a90f | |||
| 08:39 | Streaming and Batching LLM Inference Using NVIDIA NIM and LangChain https://vinod827.medium.com/streaming-and-batching-llm-inference-using-nvidia-nim-and-langchain-e0afdc031543 | |||
| 08:30 | We write like an AI even when we’re not using AI to write. https://medium.com/@gmdekkers/we-write-like-an-ai-even-when-were-not-using-ai-to-write-173594a5d655 | |||
| 08:25 | Don’t outsource your agency https://mdm.advocrazy.com/dont-outsource-your-agency-2d4d317bec2f | |||
| 08:23 | From Text to Multimodality: Building LLM workflows that work with smaller models https://medium.com/amex-gbt-technology/from-text-to-multimodality-building-llm-workflows-that-work-with-smaller-models-428615c8c72b | |||
| 08:22 | OpenAI's Chief Communications Officer Is Leaving the Company https://www.wired.com/story/openai-chief-communications-officer-hannah-wong-leaves/ | |||
| 08:09 | Yapay Zekada Context Engineering Dönemi https://medium.com/vk-ar-ge/yapay-zekada-context-engineering-d%C3%B6nemi-b1c93b4c2bfd | |||
| 07:50 | Deep Engineering #28: Sam Keen on Making AI Agents Remember https://medium.com/deep-engineering/deep-engineering-28-sam-keen-on-making-ai-agents-remember-7734a05c43c9 | |||
| 07:43 | LangGraph Agent State Management: Building Deterministic AI Agents https://medium.com/@rajgpt630/langgraph-agent-state-management-building-deterministic-ai-agents-772da55e3fc1 | |||
| 07:43 | Lexon v1.0.0-rc.1 — A Full-stack Language for LLM Systems https://medium.com/@florenskj/lexon-llm-language-programming-b7944aff2417 | |||
| 07:38 | Can a Local LLM Really Replace GitHub Copilot on a MacBook Pro? https://medium.com/@leo_zmoos/can-a-local-llm-really-replace-github-copilot-on-a-macbook-pro-6f4cd9b0ac1c | |||
| 07:36 | Chatbot: From ! to , ! https://medium.datadriveninvestor.com/chatbot-from-to-5fe58e7141fa | |||
| 07:08 | Google Built an Ultimate AI Lie Detector. Most Models Failed It. https://ninza7.medium.com/google-built-an-ultimate-ai-lie-detector-most-models-failed-it-387568981ee1 | |||
| 07:03 | AI Coding Agents — Diversity is great https://medium.com/@reshad.moussa/ai-coding-agents-diversity-is-great-8c4c53a15b4c | |||
| 07:01 | The 7 Essential Prompting Frameworks Every Engineer Must Know https://medium.com/@TechContentTech/the-7-essential-prompting-frameworks-every-engineer-must-know-12d4dfc4f568 | |||
| 06:59 | Brand Category Identifier https://medium.com/@swapneil.basutkar/brand-category-identifier-4f81519e7400 | |||
| 06:48 | ChatGPT 5.2 on how Silicon Valley views Europe and democracy in the Trump II era https://chatgpt.com/share/6940fef3-0be0-8005-a5de-6f06700994cc | |||
| 06:48 | Best Open Source AI Tools For Developers https://medium.com/@mwendakelvinblog/best-open-source-ai-tools-for-developers-f6a44ea5bfad | |||
| 06:38 | Why Vibe Coding Is Declining in 2025? https://medium.com/@sahin.samia/why-vibe-coding-is-declining-in-2025-c886525aa468 | |||
| 06:22 | Vibe Coding for Developers: Evidence, Models, and Best Practices https://medium.com/coding-nexus/vibe-coding-for-developers-evidence-models-and-best-practices-6cd78285ed78 | |||
| 05:56 | Enhancing LLMs with LoRA – Standardized Recipes for Capability Enhancement https://huggingface.co/blog/codelion/ellora-lora-recipes | |||
| 04:32 | Cut Your LLM Costs by 20–60% Without Losing Quality: The Practical Playbook https://medium.datadriveninvestor.com/cut-your-llm-costs-by-20-60-without-losing-quality-the-practical-playbook-8e4d55fccf36 | |||
| 04:21 | Beyond “Attention is All You Need”: Understanding Why Transformers Revolutionized Deep Learning https://medium.com/@shashwatabhattacharjee9/beyond-attention-is-all-you-need-understanding-why-transformers-revolutionized-deep-learning-137219c33425 | |||
| 03:53 | Will Amazon S3 Vectors Kill Vector Databases — or Save Them? https://medium.com/@james_22329/will-amazon-s3-vectors-kill-vector-databases-or-save-them-4a148cef3a43 | |||
| 03:15 | Top 5 AI Model Optimisation Techniques for Faster and Cheaper Inference https://medium.com/coding-nexus/top-5-ai-model-optimisation-techniques-for-faster-and-cheaper-inference-c456be86ab84 | |||
| 02:56 | LLaDA 2.0: How Diffusion LLMs Beat Autoregressive Models at 100B Scale https://medium.com/coding-nexus/llada-2-0-how-diffusion-llms-beat-autoregressive-models-at-100b-scale-aac7c01adab9 | |||
| 02:30 | We Understand Synapses But Not Consciousness — And That’s the Real AGI Problem https://medium.com/@myatpyaepaing/we-understand-synapses-but-not-consciousness-and-thats-the-real-agi-problem-9b8db4918216 | |||
| 02:13 | Thermodynamic Lower Bounds for Compute–Memory Separation: Why Data Movement Dominates Energy https://medium.com/@omanyuk/thermodynamic-lower-bounds-for-compute-memory-separation-why-data-movement-dominates-energy-5d2b0d80643f | |||
| 02:01 | This Is AGI (S2E3): Will AGI Obey Logic? https://medium.com/@chadyuk_24524/this-is-agi-s2e3-will-agi-obey-logic-2a05cf8357d5 | |||
| 02:00 | NeurIPS 2025 oral: Why does the multimodal RAG still answer nonsense? https://medium.com/@zljdanceholic/neurips-2025-oral-why-does-the-multimodal-rag-still-answer-nonsense-72505164a34d | |||
| 01:56 | Why the Next Generation of AI Needs the Physics of “Love” https://medium.com/@youth_k/why-the-next-generation-of-ai-needs-the-physics-of-love-65b2cc188720 | |||
| 01:32 | LLM Cost Dashboards for Backends: Token Budgets, Cache Hit Rates, and Alerts https://medium.com/@2nick2patel2/llm-cost-dashboards-for-backends-token-budgets-cache-hit-rates-and-alerts-29b2185a5202 | |||
| 01:15 | Beyond Generative Dialogue: What LLMs Actually Enable for Game Characters https://medium.com/@ktiyab_42514/beyond-generative-dialogue-what-llms-actually-enable-for-game-characters-570765169bd9 | |||
| 00:23 | LLMs With a Past: Inside the Generative Semantic Workspace Revolution https://medium.com/@neevdeb26/llms-with-a-past-inside-the-generative-semantic-workspace-revolution-1336f67ddef9 | |||
| 00:02 | How I Fine-Tuned an 8 B Parameter AI Model on a Free GPU (And You Can Too) https://pub.towardsai.net/how-i-fine-tuned-an-8-b-parameter-ai-model-on-a-free-gpu-and-you-can-too-06d44f246b5a | |||
| Monday, 2025-12-15 | ||||
| 23:44 | Beyond ‘Functionally Illiterate’ AI: Revisiting ‘Rebooting AI’ https://medium.com/electronic-life/beyond-functionally-illiterate-ai-revisiting-rebooting-ai-c6dc54103274 | |||
| 23:25 | How to Design a Neural Network: The Complete Guide https://medium.com/@hemanthvamsikrishna/how-to-design-a-neural-network-the-complete-guide-5f31b06681ba | |||
| 23:23 | Stop Waiting for Data: How Generative Models Are Reshaping Insurance Analytics https://medium.com/@c.giancaterino/stop-waiting-for-data-how-generative-models-are-reshaping-insurance-analytics-ec102a2e5177 | |||
| 23:12 | Your Customer Isn’t Human Anymore- Welcome to the Age of B2A (Business to Agent) https://medium.com/@oguzsava/your-customer-isnt-human-anymore-welcome-to-the-age-of-b2a-business-to-agent-25563db9a54f | |||
| 23:08 | Mistral 3 Large uses the exact DeepSeek V3 architecture https://old.reddit.com/r/LocalLLaMA/comments/1plpc6h/mistral_3_large_is_deepseek_v3/ | |||
| 22:57 | I Built an AI Contract Analyzer That Never Sees Your Contracts https://medium.com/@andygoinc/i-built-an-ai-contract-analyzer-that-never-sees-your-contracts-725cd6592b76 | |||
| 22:55 | Are LLMs actually good enough to replace humans in static code analysis? https://medium.com/@Cyber-AppSec/are-llms-actually-good-enough-to-replace-humans-in-static-code-analysis-532bcd7902a7 | |||
| 22:53 | Understanding the Generative AI User https://medium.com/@s.kirmer/understanding-the-generative-ai-user-0e1c10e2baa8 | |||
| 22:29 | My real goal is to hack into Anthropic’s servers… https://medium.com/@robman/my-real-goal-is-to-hack-into-anthropics-servers-deb6112c3691 | |||
| 22:27 | Distillation Models: Turning Giant Neural Networks into Tiny Powerhouses https://medium.com/@joystonjoel1/distillation-models-turning-giant-neural-networks-into-tiny-powerhouses-b3250b416251 | |||
| 22:11 | Building Enterprise RAG Pipelines with n8n and Vector Stores https://medium.com/@AIbatros/building-enterprise-rag-pipelines-with-n8n-and-vector-stores-a29c4b6e739b | |||
| 22:02 | The Atomic Traits of LLMs https://pub.towardsai.net/the-atomic-traits-of-llms-49911f9f1bce | |||
| 21:50 | The End of “Gluing”: Why the Model Context Protocol (MCP) is Essential for the AI Agent Revolution https://just-merwan.medium.com/the-end-of-gluing-why-the-model-context-protocol-mcp-is-essential-for-the-ai-agent-revolution-8e78c5a49d62 | |||
| 20:52 | [Important Bookmark] Compilation of LLM System Design with System Design Case Studies https://naina0412.medium.com/important-bookmark-compilation-of-llm-system-design-with-system-design-case-studies-242d8d1ec8eb | |||
| 20:36 | How to Classify or Categorize a Document with AI in Python https://cloudmersive.medium.com/how-to-classify-or-categorize-a-document-with-ai-in-python-2ed88c4a8dba | |||
| 20:32 | LangChain in 10 Minutes: From Zero to Your First LLM App https://medium.com/@rn.manogna/langchain-in-10-minutes-from-zero-to-your-first-llm-app-cbdf5a4e43f6 | |||
| 20:26 | AI Series Ep. 8 — Key Chunking Strategies in RAG — Optimize your RAG https://medium.com/@michael.harms_57592/ai-series-ep-8-key-chunking-strategies-in-rag-optimize-your-rag-90117441af42 | |||
| 20:03 | Self-Sufficient AI Agents with Notte Agent Identities https://medium.com/@nottelabs/self-sufficient-ai-agents-with-notte-agent-identities-4388ebb64ec6 | |||
| 20:01 | All Data and AI Weekly #220: 15 Dec 2025 https://medium.com/@tspann/all-data-and-ai-weekly-220-15-dec-2025-4d6ab99ec8ce | |||
| 19:56 | TOON: The Token-Efficient Data Format Revolutionizing LLM Communication https://michielh.medium.com/toon-the-token-efficient-data-format-revolutionizing-llm-communication-7084aca9a4f2 | |||
| 19:52 | Working with LLMs https://medium.com/@fmarshall/working-with-llms-2f5245b738a2 | |||
| 19:32 | Do You Recycle… Your Prompts? The Hidden (Environmental) Cost of AI https://medium.com/@pejaonomato/do-you-recycle-your-prompts-the-hidden-environmental-cost-of-ai-c2ad2239fed1 | |||
| 19:28 | RAG : Teaching AI to Find Answers, Not Memorize them https://medium.com/@divyarajsinhdev/rag-teaching-ai-to-find-answers-not-memorize-them-830372d2b95e | |||
| 19:22 | Why Most AI Initiatives Stall Before They Matter https://medium.com/@ihoyos_48023/why-most-ai-initiatives-stall-before-they-matter-9e1f1e922b90 | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124