LLM News and Articles

https://mohankumarsagadevan.medium.com/spring-ai-101-the-advisors-api-interceptors-logging-safeguard-and-chat-memory-c5315d3500c5

https://medium.com/activated-thinker/human-attributes-which-machines-cant-learn-31318a07dcc0

https://medium.com/@slim.boulahouech/how-cursor-expanded-autonomous-coding-to-hundreds-of-ai-agents-and-launched-a-browser-in-just-one-1bacfc8e6806

https://medium.com/@yusefulum/building-an-mcp-server-that-doesnt-break-9b0a346a9b85

https://www.marktechpost.com/2026/01/17/nvidia-releases-personaplex-7b-v1-a-real-time-speech-to-speech-model-designed-for-natural-and-full-duplex-conversations/

https://medium.com/@bestrohit05/5-surprising-lessons-from-attention-is-all-you-need-db8fdd7c681b

https://medium.com/@omkarambilwade12/branching-conversations-with-llms-building-an-ai-memory-tree-abbbedd76a86

https://medium.com/@felix0004/the-mirage-machine-why-large-language-models-hallucinate-and-what-it-takes-to-anchor-them-to-34b366de4cf0

https://medium.com/@syedsami40525/evaluation-as-the-core-challenge-of-agentic-ai-9b77e29fdb21

https://jinlow.medium.com/agent-skills-for-context-engineering-the-architecture-that-keeps-ai-from-drowning-in-its-own-data-9a06b10ceff6

https://jinlow.medium.com/building-production-grade-multi-agent-text2sql-chatbots-in-2026-the-definitive-technical-guide-589c10ad987f

https://medium.com/@nilanshut/test-time-scaling-part-3-applications-challenges-and-the-future-9568576a0e76

https://medium.com/@jiminlee-ai/do-llms-actually-have-intelligence-fffcd1a38152

https://medium.com/@charliecheng112/from-messy-ai-chats-to-reliable-software-why-i-built-abstraction-ai-d1a9b56a9f21

https://medium.com/@pranshusonule26/the-art-of-asking-the-difference-between-good-and-great-prompts-b5e19982d35c

https://aws.plainenglish.io/aws-strands-agents-are-the-secret-sauce-behind-cloud-scale-agentic-ai-b62fcb0aaafd

https://loneidealist.medium.com/current-state-of-ai-llms-its-all-about-the-tooling-d1547b07e134

https://devopslearning.medium.com/100-copies-sold-build-a-small-language-model-from-scratch-thank-you-for-the-trust-6b190d05ed40

https://bh3r1th.medium.com/base-vs-lora-fine-tuned-google-gemma-on-colab-pro-a-practical-poc-with-vllm-123253e0620e

https://medium.com/@maercaestro/deepseek-does-it-again-part-2-lets-implement-the-sinkhorn-knopp-algorithm-adec3a181bda

https://medium.com/@AThoughtbySnehal/why-small-llms-beat-big-models-in-budget-projects-2025-f5ebaa3d74fc

https://medium.com/@arvind.chigurala/agent-skills-8fcb44298f70

https://twitter.com/neelsomani/status/2012695714187325745

https://itnext.io/the-lifetime-of-an-llm-inference-request-on-a-gpu-96354871c70c

https://medium.com/programmed-iq/how-large-language-models-choose-their-words-9eeeebd49b5d

https://medium.com/codetodeploy/the-99-rule-why-most-people-underuse-llms-the-3-levels-of-llm-adoption-b170fb23a656

https://medium.com/@choudharys710/inside-semantic-caching-core-concepts-how-meaning-becomes-a-cache-hit-55d551e7e0e6

https://arxiv.org/abs/2510.15001

https://medium.com/@dmambekar/why-2026-is-pivotal-for-multi-agent-architectures-51fbe13e8553

https://www.bloomberg.com/news/articles/2026-01-17/musk-seeks-up-to-134-billion-damages-from-openai-microsoft

https://www.wsj.com/tech/ai/anthropic-claude-code-ai-7a46460e

https://openrouter.ai/docs/guides/community/anthropic-agent-sdk

https://medium.com/@drjeffchagas/understanding-the-ai-ecosystem-how-llms-rag-agentic-ai-and-mcp-work-together-c1f78517a227

https://hunterwalk.medium.com/the-llm-way-of-life-boss-gives-240-million-to-workers-connecting-ice-cream-trucks-to-ukraines-4c60b3ba8420

https://medium.com/@MaGo64/its-us-the-universal-theory-of-the-ai-mirror-25a4c6366681

https://medium.com/@angie.chng/building-the-future-a-deep-dive-into-llm-app-platforms-and-their-real-world-impact-1b8bc690d10a

https://medium.com/@rameshwar.blog/recursive-language-model-rlm-a-quick-hands-on-0bcad4c5c2c0

https://medium.com/@artist_46348/the-myth-of-the-em-dash-f0963b6cb3d7

https://www.tomshardware.com/tech-industry/big-tech/openai-could-reportedly-run-out-of-cash-by-mid-2027-nyt-analyst-paints-grim-picture-after-examining-companys-finances

https://medium.com/@contact_45426/the-recursion-revolution-why-mits-rlm-just-made-your-context-window-obsolete-0f030c47b22b

https://medium.com/@saehwanpark/why-nlp-still-matters-in-the-age-of-ai-agents-738755bb16e0

https://medium.com/@etechoptimist/visualizing-creativity-in-transformers-temperature-sampling-and-token-probability-d8d7f1c0845d

https://techcrunch.com/2026/01/17/musk-wants-up-to-134b-in-openai-lawsuit-despite-700b-fortune/

https://medium.com/@abhig08_36201/why-the-same-prompt-gives-different-answers-a-practical-look-at-llm-decoding-c556e8b49dcb

https://pub.towardsai.net/how-to-prompt-ai-prompting-as-a-workflow-not-a-party-trick-2e0b56322f7f

https://medium.com/@alexbuzunov/the-ctrl-v-fix-why-repeating-your-prompt-makes-llms-see-what-they-miss-f89f2deb786d

https://medium.com/@mridulrao674385/ai-agents-and-observability-the-environment-regime-problem-86b41f16b0e4

https://medium.com/@starkidai/starkid-ai-making-quality-education-accessible-to-every-child-in-india-f84c80a6d3b5

https://medium.com/@izhudson0612/the-workbench-and-the-algorithm-b6878a7f0b04

https://shilpathota.medium.com/microrca-agent-using-large-language-models-to-find-root-causes-in-microservices-8a2ca6b3a735

https://medium.com/@princejain_77044/beyond-agents-the-critical-gap-between-llm-prototypes-and-production-ai-systems-4b0693eb73cb

https://medium.com/@prince91001/stochasticity-in-large-language-models-f5573608237f

https://arstechnica.com/information-technology/2026/01/openai-to-test-ads-in-chatgpt-as-it-burns-through-billions/

https://medium.com/@koushikkushal95/understanding-retrieval-augmented-generation-rag-b5aa0279af74

https://www.cnbc.com/2026/01/17/musk-lawsuit-opena-microsoft.html

https://levelup.gitconnected.com/reachy-mini-gets-a-custom-voice-a-voice-agent-upgrade-with-elevenlabs-aa045f2a1083

https://medium.com/@khaledzeitar/i-let-ai-write-most-of-my-code-for-a-month-heres-what-happened-0036528c7504

https://jpcaparas.medium.com/eigent-the-open-source-answer-to-claude-cowork-d81f5e083358

https://medium.com/@urvishuj/ai-for-beginners-part2-1ba8604dbc56

https://medium.com/@waliava123/caching-techniques-for-llm-applications-part-1-exact-match-semantic-caching-b17fb0e2bbff

https://dhrumillimbad.medium.com/context-windows-explained-why-size-really-does-matter-fb5832277455

https://twitter.com/OpenAI/status/2012223373489614951

https://medium.com/@annettepartida/openais-ads-pivot-how-sam-altman-took-chatgpt-from-last-resort-to-default-monetization-strategy-f501aa16fbab

https://medium.com/@chandancjs/rethinking-on-device-llms-why-one-model-is-never-enough-3abccb4756bf

https://medium.com/@pinialtshuler/stop-building-ai-agents-blindly-a-checklist-for-existing-organizations-68229a739972

https://www.bloomberg.com/news/articles/2026-01-16/openai-to-test-targeted-ads-in-chatgpt-stepping-up-revenue-push

https://medium.com/@jiyang.kang/how-automatic-prompt-optimization-apo-actually-works-644759af3827

https://medium.com/@david_55326/review-of-recurrent-neural-networks-in-jeffrey-elmans-finding-structure-in-time-1990-f2be8cae1cad

https://medium.com/@brian-curry-research/building-a-knowledge-graph-a-comprehensive-end-to-end-guide-using-modern-tools-e06fe8f3b368

https://medium.com/@lisha.v22/llms-in-2026-from-smart-chatbots-to-intelligent-co-thinkers-3e00812fd220

https://medium.com/@mdathakhan/why-engineering-leaders-like-langchain-63b0f1d2eff0

https://ollama.com/blog/claude

https://sharmashorya1996.medium.com/ai-agents-chapter-3-the-foundations-of-modern-large-language-models-52095bcd1f38

https://blog.gopenai.com/kv-cache-eviction-policies-for-long-running-llm-sessions-fe7c828dfc26

https://medium.com/@mubashirhabibkhuhro28/how-i-started-earning-with-chatgpt-and-you-can-too-532ec67bc118

https://proandroiddev.com/streaming-llm-responses-in-android-beyond-request-response-39283d2486e7

https://plaintes-mineures.medium.com/of-our-perpetual-striving-toward-babel-e8e8219ab914

https://medium.com/@diogoneno/probability-0-00002-the-physics-of-neural-auditing-6461b6d71a8f

https://ai.plainenglish.io/world-models-should-not-speak-d859226f3886

https://medium.com/@akanksha.271190/modern-named-entity-recognition-beyond-traditional-nlp-with-transformers-and-llms-2026-c935ef31e692

https://blog.gopenai.com/why-your-llm-keeps-breaking-production-and-how-to-fix-it-9cf25d428da8

https://iamdgarcia.medium.com/from-prototype-to-production-building-agentic-workflows-with-openais-responses-api-and-langgraph-91ee27e27c63

https://medium.com/@abhirajd2012/my-local-llama-beat-gemini-i-have-the-numbers-eb8f8c43fa40

https://ai.gopubby.com/stop-finetuning-save-thousands-of-by-doing-this-instead-e8acfc1afa79

https://medium.com/coding-nexus/stop-telling-llms-what-to-do-41b7327c4d02

https://medium.com/@AThoughtbySnehal/the-hidden-blueprint-behind-smarter-ai-what-google-really-revealed-about-context-9c89fe0267cb

https://medium.com/data-science-collective/why-your-ai-keeps-solving-problems-the-same-way-and-how-to-fix-it-91f6061eaf69

https://ai.plainenglish.io/google-unveils-translate-gemma-the-open-source-translation-model-thats-redefining-multilingual-ai-24019102fa88

https://medium.com/@diego.ontheroad/guida-pratica-installare-yuan3-0-sul-proprio-computer-06bb31f9daba

https://blog.gopenai.com/why-your-llm-is-slow-the-real-reason-lies-in-prefill-vs-decode-and-how-multi-gpu-nvidia-d57e3bd888e6

https://medium.com/@jiyang.kang/the-hidden-cost-of-rubric-grouping-in-llm-as-a-judge-systems-f5eac1c9b89b

https://www.ft.com/content/ec1656cd-e07b-48ed-92a8-26c7fe517899

https://indiequant.medium.com/end-to-end-langgraph-booking-agent-with-production-grade-context-management-f63404ee584e

https://chatgpt.com/share/696b7f8a-9760-8006-a1b5-89ffd7c5d2d9

https://www.theatlantic.com/technology/2026/01/claude-code-ai-hype/685617/

https://pub.towardsai.net/breaking-the-context-barrier-recursive-language-models-rlms-explained-86150618b33a

https://nibnab.medium.com/its-your-own-context-window-that-isn-t-enough-bf4e1e267258

https://medium.com/coding-nexus/the-ultimate-0-vibe-coding-tech-stack-release-like-a-pro-3948ca1fe3aa

https://medium.com/@manas_52181/cheapest-web-search-apis-for-ai-agents-what-actually-wins-at-scale-7badd7218d5d

https://lifeindraft.medium.com/agent-as-a-judge-why-ai-now-needs-ai-to-judge-ai-%EF%B8%8F-487b3e7728ae