LLM News and Articles

https://pub.towardsai.net/mamba-from-intuition-to-proof-how-delta-gated-state-space-models-challenges-the-transformer-278282803562

https://medium.com/@rthakur4298/beyond-topic-modeling-a-hybrid-retrieval-augmented-framework-for-contextual-topic-modeling-6f81ff38d34e

https://medium.com/@kavathiyakhushali/generative-ai-with-large-language-models-in-c-whats-new-and-what-i-learned-as-a-net-developer-d2868b210cf6

https://medium.com/@CapitalCognition/the-walls-are-crumbling-why-january-2026-is-the-tipping-point-for-open-source-ai-f181ed051a28

https://ioannisp.medium.com/the-real-cost-of-self-hosted-rag-benchmarking-cpu-vs-h100-vs-gemini-3-0-flash-db8f59642435

https://medium.com/@manosundarmanivel/why-comparing-llms-by-context-window-tokens-is-misleading-but-still-useful-cc70bc6641d2

https://devopslearning.medium.com/gpu-labs-are-ready-lets-build-real-genai-ac940643ff86

https://github.com/anomalyco/opencode/issues/7410

https://redrumsherlock.medium.com/weekly-ai-paper-notes-deepseek-v3-2-pushing-the-frontier-of-open-large-language-models-ee75afc2150d

https://medium.com/@hadiyolworld007/fastapi-sse-for-llm-tokens-smooth-streaming-without-websockets-001ead4b5e53

https://medium.com/@dgrid_ai/optimistic-tee-rollups-solving-the-verifiability-trilemma-for-decentralized-llm-inference-c95770195e65

https://medium.com/@david_55326/implement-your-own-python-recurrent-neural-network-138209819252

https://medium.com/coding-nexus/search-40m-documents-in-under-200ms-on-a-cpu-using-binary-embeddings-and-int8-rescoring-4f5d34ad11ab

https://medium.com/@koganti.saichandana14/why-llms-sound-confident-even-when-theyre-wrong-cb0034289365

https://luluyan.medium.com/from-skills-to-systems-the-engineering-blueprint-for-production-ai-agents-4aab64fef721

https://medium.com/@AI_Inquiry_Garden/the-most-interesting-question-a-reject-can-give-you-aig-essay-16-c164fe42da6a

https://medium.com/@radka22/tea-at-the-edge-of-capacity-127a0264f1e0

https://medium.com/@frankmorales_91352/the-inference-pivot-nvidias-2026-silent-revolution-936ea65f668d

https://abliteration.ai/roleplay

https://medium.com/@madani.badaoui12/quantifying-the-quality-size-trade-off-in-llm-quantization-a-systematic-benchmark-of-mistral-7b-e17fb2bf7c72

https://medium.com/@anindyasinghobi/output-format-enforcement-for-agents-json-schema-or-it-didnt-happen-55e421e31254

https://github.com/naklecha/simple-llm

https://medium.com/@sami93sami93/how-prompting-techniques-transformed-the-llms-we-use-today-2bf2134c39b0

https://medium.com/@shivanishah0218/do-you-really-need-an-ai-agent-or-an-llm-only-system-19953a2dcdee

https://kotrotsos.medium.com/ai-agent-porn-0269de8dfad8

https://otieu.com/4/10436307

https://medium.com/@kurtwinter_31715/llamas-tops-and-billions-of-parameters-oh-my-d89f8fc168b6

https://blog1.neuralengineer.org/openai-moderation-api-multimodal-llm-with-omni-moderation-latest-text-image-63b42d5f57a7

https://medium.com/@martinkeywood/what-makes-a-reasoning-llm-different-and-why-should-you-care-1a4dcbcf756a

https://medium.com/@sarojkumar.rout/building-resilient-multi-agent-systems-with-google-adk-a-practical-guide-to-timeout-retry-and-1b98a594fa1a

https://medium.com/@gbx1220max/ai-is-no-longer-solving-human-problems-its-creating-its-own-meta-s-self-play-swe-rl-may-be-the-28279cd3f616

https://medium.com/jump-start/the-augmented-em-scaling-engineering-leadership-with-llms-0f9e99859536

https://intellectware.medium.com/b%C3%BCy%C3%BCk-dil-modellerinde-ya%C4%9Fc%C4%B1l%C4%B1k-4a043095fd77

https://confer.to/blog/2026/01/private-inference/

https://medium.com/@xsankalp13/how-to-test-for-hallucinations-in-rag-apps-using-promptfoo-assertions-244223564ef3

https://medium.com/@induwaragayashan/giving-memory-to-knowledge-building-persistent-knowledge-graphs-with-neo4j-15eebdbbe623

https://medium.com/@ssinghh/designing-a-local-retrieval-augmented-generation-rag-system-with-fastapi-chromadb-and-ollama-91e9d887786a

https://www.theguardian.com/technology/2026/jan/08/elon-musk-openai-lawsuit-for-profit-conversion-can-go-to-trial-us-judge-says

https://medium.com/@craigtrim/when-tokens-glitch-and-users-attack-d3a23d8cdee4

https://medium.com/write-a-catalyst/the-un-foolable-stack-architecting-a-gen-ai-engine-for-fraud-detection-speed-690c681c3a8d

https://medium.com/@royalsanga24/google-just-gave-ai-a-human-like-memory-0a895d5cb9ed

https://medium.com/@asjadabr40/how-malicious-chrome-extensions-stole-chatgpt-chats-from-900-000-users-62fe0c62982d

https://pub.towardsai.net/a-real-world-langchain-guide-and-playbook-6254830cdb4b

https://medium.com/@apsingiakshay46/from-60gb-to-6gb-my-journey-down-the-quantization-rabbit-hole-and-what-i-learned-about-omniquant-0e43781de862

https://pub.towardsai.net/beyond-prompts-context-engineering-as-production-ais-critical-infrastructure-layer-862312c724d8

https://rikiphukon.medium.com/the-end-of-just-knowing-how-to-code-275c265b9610

https://blog.velda.io/running-vllm-on-slurm-clusters-a-complete-guide-for-hpc-inference-e6c94c2fe275

https://medium.com/@theophiluschidaluonyejiaku/agi-is-coming-558bdaaed07a

https://devopslearning.medium.com/excited-to-announce-the-first-winner-of-the-aws-ai-certification-exam-voucher-bf470107a8f8

https://medium.com/@naveen_15/building-an-intelligent-pdf-question-answering-system-my-journey-with-rag-langchain-and-mongodb-d599e0671f44

https://medium.com/@leesharks00/a-primer-in-how-to-read-the-crimson-hexagon-129339ab1965

https://medium.com/@kishie-tech-ai/what-is-agentic-ai-a-clear-practical-explanation-for-software-engineers-a-practical-system-design-fd28aaa8c5cb

https://shehzadkazmi.medium.com/beyond-the-curve-why-the-future-of-ai-belongs-to-research-not-just-scaling-e11d95c17698

https://medium.com/@abhay562003/i-fixed-rags-40-failure-rate-with-eternal-contextual-rag-9dfe8d16b315

https://bundleiq.medium.com/an-ai-dictionary-2026-for-the-curious-and-the-cutting-edge-a20af79d2eaf

https://medium.com/@mago2204/theodore-syndrome-test-bcda5bce0151

https://medium.com/@sergiotoro/mcp-between-standardization-and-the-new-ai-spaghetti-code-50441dc0ddac

https://levelup.gitconnected.com/from-numbers-to-narratives-a-simple-python-framework-for-automated-commentary-9f0fc81c170a

https://medium.com/@theopinionatedev/how-rusts-ownership-model-replaces-most-synchronization-63923e85ff02

https://medium.com/@Connected_Dots/ai-lawyers-will-totally-diy-conquer-legal-hallucinations-in-2026-43f14baeac56

https://medium.com/@kalyankumar36952/fine-tuning-from-generic-to-personal-584db018c310

https://leonnicholls.medium.com/architecting-context-in-creative-ai-pipelines-fb44e35ccb46

https://medium.com/javarevisited/top-5-udemy-courses-to-learn-mistral-ai-in-2026-e322895e602d

https://pedrosilvatech.medium.com/testes-de-integra%C3%A7%C3%B5es-com-llms-usando-spring-ai-contratos-mocks-regress%C3%A3o-e-parsing-5ee389762eee

https://medium.com/@marketing_39613/how-do-you-build-serious-features-using-only-vs-codes-public-apis-f689d9b20440

https://ai.plainenglish.io/chatgpt-on-your-laptop-no-internet-needed-ollama-python-47c6d1a02af3

https://www.macrumors.com/how-to/generate-apple-music-playlists-with-chatgpt/

https://ai.gopubby.com/tokenization-strategies-for-your-llm-application-52d90fe4c87f

https://ai.gopubby.com/stop-building-rag-pipelines-long-context-models-changed-the-game-97d92538752d

https://medium.com/cyberark-engineering/who-i-am-in-a-world-of-llm-the-human-side-of-engineering-f71950c9a758

https://medium.com/snowflake/from-data-maze-to-intelligence-layer-gtm-ai-assistant-with-semantic-views-on-snowflake-ea9865843cbf

https://ai.gopubby.com/deepseek-ocr-see-less-remember-more-d837e1ca3e8f

https://sqlinterview.medium.com/why-did-we-need-llms-ey-gds-gen-ai-question-be9fed474efc

https://consciousdigital.org/chatgpt-health-is-a-marketplace-guess-who-is-the-product/

https://medium.com/@jason.ni.py/how-to-run-mineru2-5-vl-document-ocr-model-with-llama-cpp-714b0bb8cd71

https://medium.com/@sunnyrpa97/deconstructing-humor-with-ai-building-a-joke-explainer-using-google-gemini-and-python-269599c96211

https://cobusgreyling.medium.com/ai-model-providers-are-moving-up-the-stack-4cb9f680d08f

https://www.theregister.com/2026/01/08/openai_chatgpt_prompt_injection/

https://medium.com/@Syansoft/llm-integration-services-for-intelligent-data-processing-and-analytics-syansoft-technologies-9473338caef5

https://medium.com/@freedomtheoryofeverything/large-behavior-models-vs-large-language-models-why-space-beats-text-a37fa983c3a7

https://harshkahate.medium.com/we-are-no-longer-securing-databases-we-are-securing-probabilistic-reasoning-engines-6419e2c5a974

https://pub.towardsai.net/lai-109-agents-are-overhyped-heres-what-actually-works-859a9d1cecda

https://pratiyush.medium.com/code-scales-systems-writing-scales-intent-d715ceaeac09

https://pub.towardsai.net/likelihood-free-sampling-and-its-combinatorial-workarounds-for-continuous-autoregressive-generation-93b8f3bd645a

https://pub.towardsai.net/train-llm-to-improve-math-reasoning-part-4-b9e69a090eae

https://medium.com/@badarjaffer/how-to-build-smarter-ai-without-more-chips-a-strategic-review-of-deepseeks-manifold-constrained-2d27f3061333

https://medium.com/@jonnyiaansec/8ksec-ultimate-ai-essay-grader-writeup-111846a77280

https://arxiv.org/abs/2512.09758

https://pub.towardsai.net/agentic-ai-systems-a-complete-conceptual-checklist-part-2-fffbaa91a767

https://medium.com/@eri.umezawa10/the-mathematics-of-mediocrity-simulating-llm-alignment-in-rust-bdb98ed397ca

https://medium.com/@sgsriram25/how-ai-really-learns-to-talk-inside-the-making-of-a-large-language-model-2ae3478d2286

https://medium.com/@giulioloverde94/i-built-a-framework-to-create-and-deploy-agents-4bc0b46616e4

https://medium.com/@omanyuk/observable-only-audit-gate-for-non-markovian-ai-agents-under-partial-logging-implementation-guide-9b8bf067bf88

https://medium.com/@cosmic.mick/developing-a-pgvector-based-memory-service-for-google-adk-e3a5ed5705de

https://medium.com/@spacholski99/rip-mega-prompts-why-skill-based-architecture-is-the-real-future-ec069e1192c8

https://github.com/farukalpay/stories100m

https://medium.com/@danymukesha/only-use-ai-where-we-can-verify-the-outputs-and-no-further-951e6ceef159

https://medium.com/@yashbatra11111/the-llm-backend-stack-2026-agents-microservices-and-event-driven-everything-950cef88f020

https://medium.com/@AI_Inquiry_Garden/the-most-interesting-question-a-reject-can-give-you-aig-essay-16-d9afde14efce

https://dariot.medium.com/ai-explained-in-terms-of-matrix-c118d557dcba