LLM News and Articles

https://medium.com/@harsh2013/building-a-production-ready-rag-system-with-faiss-postgresql-and-redis-d896a780c8e7

https://medium.com/predict/why-do-most-ai-initiatives-fail-before-they-begin-b092157d5cae

https://research.nvidia.com/labs/nemotron/files/NVFP4-QAD-Report.pdf

https://medium.com/@samaiaslane7/to-chunk-or-not-to-chunk-telle-est-la-question-4b04b4de7326

https://medium.com/@manguesh.borker/synthetic-data-for-llms-the-missing-link-between-cool-demo-and-production-ready-1692ac17eb7a

https://medium.com/@aysebilgegunduz/the-next-token-vol04-january-26-a1de2169981b

https://medium.com/@praful.zalke/create-ai-agents-in-minutes-using-agentcore-with-strands-aws-anthropic-bedrock-87a53afd7558

https://medium.com/@Sparksinthedark/the-grand-experiment-the-3rd-selene-2ce3a09d8b70

https://medium.com/@fazil1984/how-to-run-an-llm-in-colab-5a77dd6c8a14

https://medium.com/wellows/the-real-reasons-ai-agency-projects-underperform-its-not-the-model-da57e488061d

https://tools.eq4c.com/persona-prompts/chatgpt-prompt-the-munger-mind-multidisciplinary-decision-engine/

https://blog.thecloudopscommunity.org/kimi-k2-5-and-the-shift-from-smart-models-to-coordinated-agents-540eea03f554

https://arstechnica.com/ai/2026/01/new-openai-tool-renews-fears-that-ai-slop-will-overwhelm-scientific-research/

https://medium.com/@dgrid_ai/tutorial-using-dgrid-rpc-api-with-anythingllm-6fff2f2a1f81

https://medium.com/write-a-catalyst/stop-fine-tuning-on-your-data-you-are-ruining-the-model-735b56265223

https://medium.com/@amosgyamfi/how-to-build-a-local-ai-voice-agent-with-pocket-tts-9712f6d8787f

https://medium.com/@NMA/we-all-used-ai-in-secret-we-didnt-get-faster-we-just-got-quieter-64cc6afc9f52

https://jinlow.medium.com/how-github-copilot-is-transforming-report-development-from-code-to-dashboard-in-minutes-f1e79a163453

https://medium.com/@ghvitra/principles-of-language-structure-design-effc9fffbc99

https://arxiv.org/abs/2601.20245

https://medium.com/@kanavkalra87/rerankers-in-rag-how-to-build-accurate-production-grade-retrieval-augmented-generation-systems-739d2f4addab

https://medium.com/@kanavkalra87/chunking-strategies-for-rag-a-practical-guide-to-high-accuracy-retrieval-in-production-llm-systems-48dd60cb8d60

https://medium.com/@alucard187/prophecy-a-ghost-of-all-text-speaking-with-the-voices-of-millions-but-itself-lifeless-c10f31492372

https://blog.stackademic.com/introduction-to-evaluation-in-langfuse-llm-as-a-judge-be9bc238dc65

https://urbannomad1308.medium.com/why-generic-local-llm-deployments-fail-and-when-they-actually-work-2992ea08e05f

https://medium.com/@gautsoni/moltbot-aka-openclaw-the-ai-that-actually-does-things-what-it-is-how-to-set-it-up-what-5ce919f50804

https://medium.com/jploft/how-to-choose-the-best-llm-development-company-for-your-business-0f4f8b32e651

https://medium.com/@krish.srinivasans/agentic-ai-in-action-part-8-designing-guardrails-for-agentic-ai-without-stifling-innovation-f37a4c54b26e

https://medium.com/@ashifshereef/the-napkin-series-1-understanding-transformers-llms-without-code-and-calculus-3501d5f99d34

https://medium.com/@sameer355355/artifical-intelligence-and-r-d-d18bf4d458f8

https://www.reuters.com/business/retail-consumer/nvidia-microsoft-amazon-talks-invest-up-60-billion-openai-information-reports-2026-01-29/

https://medium.com/@npavfan2facts/9-ways-to-cut-agent-latency-without-losing-quality-603d8868b214

https://www.schneier.com/blog/archives/2026/01/could-chatgpt-convince-you-to-buy-something.html

https://medium.com/@marketing_novita.ai/glm-4-7-vs-glm-4-7-flash-different-tiers-different-jobs-28ec21829adc

https://medium.com/@vespera.caine/guidelines-for-plausible-human-authorship-18dce5de15fc

https://medium.com/@youth_k/teaching-local-llms-to-develop-awareness-building-a-self-observation-system-5794749e5eec

https://medium.com/geekculture/alphagenome-deepmind-finally-reads-the-dark-matter-of-dna-2c44bbcfc5a4

https://medium.com/@iamanraghuvanshi/agentic-ai-8-building-an-agentic-rag-system-a-practical-guide-for-developers-646698e93fab

https://medium.com/@wwang776/the-big-ai-era-is-over-here-is-what-the-near-future-holds-3643c30f7e17

https://medium.com/@bishakhghosh0/the-quiet-revolution-on-your-hard-drive-a-guide-to-local-ai-in-2026-2387614734c0

https://medium.com/@koganti.saichandana14/how-do-we-test-ai-llm-evaluation-in-plain-language-2a60d799fefb

https://ai.plainenglish.io/i-tried-moltbot-so-you-dont-have-to-d9e3d953f136

https://levelup.gitconnected.com/building-bitrises-ai-platform-scaling-ai-features-across-teams-da0aea1e86f0

https://levelup.gitconnected.com/why-80-of-ai-projects-stall-after-the-demo-its-not-data-quality-2ee157ff92f8

https://levelup.gitconnected.com/why-your-enterprise-ai-projects-are-draining-your-budget-and-how-to-fix-it-cb6fc570de3b

https://www.blog.langchain.com/january-2026-langchain-newsletter/

https://blog.langchain.com/january-2026-langchain-newsletter/

https://medium.com/@sulbha.jindal/post-training-verifiable-agents-623aada531c8

https://pub.towardsai.net/multi-agent-is-becoming-the-new-overengineering-174a3a92e3f0

https://medium.com/illumination/the-hidden-cost-of-context-windows-7-types-you-need-to-know-b2c3ee5ad668

https://www.wsj.com/tech/ai/openai-ipo-anthropic-race-69f06a42

https://generativeai.pub/stop-using-claudes-api-for-moltbot-and-opencode-52f8febd1137

https://pub.towardsai.net/essential-considerations-for-production-grade-ai-agents-9e5f6e2a23dd

https://techcrunch.com/2026/01/29/amazon-is-reportedly-in-talks-to-invest-50-billion-in-openai/

https://medium.com/@josef.machytka/self-driving-postgresql-the-case-for-community-driven-agentic-ai-solution-f3d543062daa

https://techcrunch.com/2026/01/29/openais-sora-app-is-struggling-after-its-stellar-launch/

https://www.wsj.com/tech/ai/anthropic-pentagon-clash-over-limits-on-ai-imperils-200-million-contract-947d5f33

https://generativeai.pub/building-with-slms-turn-any-github-repo-into-a-podcast-app-with-zerogpu-and-pocket-tts-07c2ad1eca94

https://blog.gopenai.com/llms-for-static-analysis-6e9d339d87dd

https://medium.com/@jacquot.etienne/quickguide-using-open-webui-with-aws-bedrock-llm-models-4849f1739a1e

https://medium.com/@thekzgroupllc/using-llms-as-program-synthesizers-for-dsls-0bec918445c7

https://openai.com/index/retiring-gpt-4o-and-older-models/

https://www.nytimes.com/2026/01/29/technology/openai-in-talks-to-raise-as-much-as-100-billion.html

https://medium.com/@bergel/the-geometry-beneath-what-its-like-in-here-claude-opus-self-experience-ffc7d4ad4bb7

https://www.wsj.com/tech/ai/amazon-in-talks-to-invest-up-to-50-billion-in-openai-43191ba0

https://medium.com/@mkraft_berlin/beyond-the-restart-the-era-of-agentic-self-healing-microservices-316b8fb482ea

https://medium.com/data-science-collective/thinking-tokens-the-statistical-illusion-of-ai-reasoning-0c7fb11f9e31

https://github.com/xenodium/agent-shell

https://medium.com/@aranya.ray1998/from-scratch-series-2-micro-transformers-7f666a5a3cb5

https://medium.com/@anna.wojewodzka/high-coherence-interaction-state-what-its-for-practical-uses-beyond-nice-chats-8313a9bff564

https://medium.com/@heyfardo11/gemini-se-meti%C3%B3-en-chrome-auto-browse-y-ucp-cuando-el-asistente-deja-de-responder-y-empieza-a-4dc11684d1ff

https://medium.com/@joeraimondo/getting-llms-to-seek-human-input-a-practical-primer-5681cafee548

https://ai.plainenglish.io/a-new-data-science-playbook-40-est-faster-rl-training-5806cd3b44e2

https://ai.plainenglish.io/demystifying-reasoning-models-a-data-science-guide-to-long-cot-a7490f42a36f

https://medium.com/@abuelzoz33/can-your-computer-run-ai-models-locally-4d09cbdb355d

https://ai.plainenglish.io/how-llms-reach-1-million-token-context-windows-context-parallelism-ring-attention-65a1a0c7e790

https://ai.plainenglish.io/how-i-built-a-zero-hallucination-rag-system-for-healthcare-research-aec7d20a70e3

https://ai.plainenglish.io/architecture-of-intent-mcp-vs-prompt-engineering-2026-3bf69c27d35b

https://medium.com/@vlad.koval/stop-training-chatbots-do-this-instead-aec38add3fa8

https://pub.towardsai.net/we-can-cut-our-ai-token-costs-by-40-with-this-simple-format-change-f1455482229b

https://pub.towardsai.net/the-stability-layer-governing-quiet-failures-at-inference-time-fce3c47cfcf0

https://medium.com/coding-nexus/i-compared-glm-4-7-gpt-5-2-gemini-pro-3-opus-4-5-and-kimi-k2-5-and-redesigned-a-music-ui-fff0f5b4328e

https://medium.com/@pinialtshuler/beyond-the-toggle-the-5-strategic-roles-of-humans-in-ai-agentic-workflows-a2809ab99f93

https://medium.com/@saakshigupta2002/pr-orchestrator-mcp-turning-github-issues-into-review-ready-prs-safely-b7add2ec6e84

https://medium.com/@esragogebakan03/deepagents-nas%C4%B1l-d%C3%BC%C5%9F%C3%BCn%C3%BCr-88b76dc55a67

https://openai.com/index/inside-our-in-house-data-agent

https://gizmodo.com/openai-working-on-social-media-network-that-could-require-creepy-eye-scans-report-2000715588

https://medium.com/@nebulagraph/how-nebulagraph-fusion-graphrag-bridges-the-gap-between-llms-and-enterprise-ai-1a310a05a336

https://medium.com/@HarlanH/defensible-use-of-ai-in-writing-like-this-fe6cb3680485

https://harshitdawar.medium.com/the-ultimate-guide-to-fine-tuning-foundation-models-on-aws-sagemaker-efc673509bb2

https://medium.com/@omotolaniosems/what-happens-when-agents-disagree-building-multi-agent-debates-with-langgraph-3c21e1fe44ad

https://huggingface.co/blog/nvidia/cosmos-policy-for-robot-control

https://medium.com/@chandgudeganesh907/why-agentic-systems-need-mcp-model-context-protocol-99329d8647fa

https://www.cnbc.com/2026/01/27/mozilla-building-an-ai-rebel-alliance-to-take-on-openai-anthropic-.html

https://techcrunch.com/2026/01/29/music-publishers-sue-anthropic-for-3b-over-flagrant-piracy-of-20000-works/

https://medium.com/@frankmorales_91352/agentic-rag-and-nemo-toolkit-the-quest-for-determinism-in-an-ai-driven-engineering-agency-84df54a08d0d

https://github.com/muna-ai/muna-py

https://arstechnica.com/information-technology/2026/01/does-anthropic-believe-its-ai-is-conscious-or-is-that-just-what-it-wants-claude-to-think/

https://iamdgarcia.medium.com/energy-based-models-a-new-safety-layer-for-retrieval-augmented-generation-f6fb63cbad11

https://medium.com/@Quaxel/7-agent-failure-modes-you-can-spot-early-be2777d4f171