LLM News and Articles

https://valasys.medium.com/the-surprising-responses-of-llms-to-the-trolley-problem-5c41ae6424df

https://medium.com/data-science-collective/when-the-llm-programs-its-own-thinking-context-window-isnt-a-limit-anymore-d445b8ed8d96

https://levelup.gitconnected.com/the-3-silent-frustrations-of-ai-coding-10cf335db84c

https://medium.com/@thekzgroupllc/why-your-llm-latency-spikes-at-scale-0f78f59e7689

https://medium.com/@sajo02/building-intelligent-ai-memory-systems-combining-conversation-buffers-with-structured-storage-in-065c083b061c

https://ai.plainenglish.io/the-shocking-truth-about-ai-safety-what-7-leading-models-dont-want-you-to-know-7c8ca76be43b

https://jpcaparas.medium.com/glm-4-7-flash-z-ais-free-coding-model-and-what-the-benchmarks-say-da04bff51d47

https://medium.com/seo-ai-club/exploring-the-best-aeo-checkers-for-answer-engine-optimization-8b2b161326ab

https://medium.com/mlwithdev/mcp-vs-rag-the-enterprise-ai-architects-complete-guide-4b24dda1fc13

https://medium.com/@ashwindevelops/how-to-host-your-own-model-on-gpu-an-end-to-end-guide-from-basics-to-production-grade-inference-63539122a538

https://luka-neurowatt.medium.com/part-ii-the-neural-structure-of-hallucination-a9a83ca9330b

https://evoailabs.medium.com/the-schizophrenic-machine-why-reasoning-models-are-talking-to-themselves-d7f1e4e23c62

https://medium.com/token-limit/welcome-to-token-limit-6d45fdc5da0f

https://abvcreative.medium.com/the-ai-isnt-getting-smarter-it-s-getting-a-better-memory-and-a-bigger-lunchbox-49a3b0c703d7

https://medium.com/@kvarshithkrishna/the-hard-part-of-ai-coding-isnt-the-model-it-s-the-execution-layer-55eb565f206f

https://medium.com/coding-nexus/autonomous-agent-loops-combining-ralph-wiggum-and-thread-based-engineering-e83632ab6931

https://levelup.gitconnected.com/comparing-foundation-models-locally-with-ollama-5be74b10af7c

https://levelup.gitconnected.com/talking-documents-with-doc-researcher-document-parsing-hybrid-retrieval-for-multi-agent-resea-08796433448f

https://levelup.gitconnected.com/interactive-sql-playground-with-claude-postgresql-a29cd1c9a513

https://www.nextplatform.com/2026/01/15/cerebras-inks-transformative-10-billion-inference-deal-with-openai/

https://www.blog.langchain.com/customers-remote/

https://blog.langchain.com/customers-remote/

https://levelup.gitconnected.com/how-to-build-ai-agents-that-dont-hallucinate-when-decisions-matter-8d284b829c79

https://medium.com/@yusefulum/how-llms-forget-information-in-long-conversations-70f26d44e48c

https://iamdgarcia.medium.com/gemini-powered-prompt-engineering-from-quick-prompts-to-production-ready-image-generation-633c6de5f047

https://medium.com/@francotesei/building-a-multi-agent-criminal-intelligence-system-how-ai-agents-neo4j-and-network-analysis-a9fff194dc12

https://technology.justworks.com/beyond-the-chatbot-experimenting-with-agents-to-solve-the-long-tail-of-eor-compliance-5598c8935bfb

https://medium.com/@reena_bajaj/when-your-perfect-ai-agent-meets-reality-and-reality-wins-f08f860b7d7f

https://medium.com/@eshaiju/stop-redesigning-chat-databases-the-case-for-a-universal-ai-orm-50975cd9c828

https://medium.com/@yuebaizhangv/the-entropy-shift-software-engineerings-second-half-1fd10a20a984

https://medium.com/@comeback01/how-to-code-4x-faster-with-claude-in-2026-without-blowing-your-anthropic-budget-42f764bb877d

https://medium.com/@1nick1patel1/agent-memory-done-right-store-less-ship-more-a6ab86d52be3

https://medium.com/@gusrnrghks/ai-library-gradient-descent-a70dde070183

https://medium.com/@alchemyAI33/understanding-ai-tokens-a-comprehensive-guide-for-boomers-and-beginners-7c0b05def78d

https://medium.com/feedzaitech/biy-preparing-a-dataset-and-benchmarking-ai-models-for-scatterplot-related-tasks-11cbef120cd1

https://medium.com/@felix0004/prompt-to-product-how-to-turn-your-llm-prototype-into-a-real-mvp-ec31a3ae4076

https://medium.com/@mokarakaya_83469/evaluating-large-language-models-for-question-generation-with-metrics-and-rubrics-75a5c3adcb88

https://federico-ricciuti.medium.com/messing-around-with-biases-in-llms-funny-examples-0149481d6875

https://medium.com/@vamsikopparthi84/retrieval-augmented-generation-rag-the-complete-practical-guide-to-building-reliable-ai-systems-c29cde7986b6

https://medium.com/@felix0004/how-to-fine-tune-an-llm-for-domain-reliability-2673246d1c10

https://medium.com/@jiyang.kang/stop-wasting-gpu-cycles-the-economics-of-automatic-prompt-optimization-2ecfbabe8ee5

https://medium.com/@ai_14658/why-your-chatbot-is-lying-to-you-and-how-rag-fixes-it-61f41c659f6e

https://medium.com/@ngweiyet/makercode-v1-0-we-added-ai-to-the-hardware-leetcode-6e3ca65c16ff

https://medium.com/@jeftar.mascarenhas/context-strategy-por-que-ia-sem-controle-est%C3%A1-quebrando-o-desenvolvimento-de-software-8b18ea37a5b2

https://pub.towardsai.net/why-your-brilliant-ai-agent-might-be-your-biggest-risk-and-how-to-fix-that-7f79f92d38f9

https://medium.com/@maydin/how-to-run-local-llms-on-android-from-setup-to-real-world-use-cases-12f29f969bf8

https://medium.com/design-bootcamp/why-your-ai-keeps-forgetting-what-you-just-told-it-f9c1204f66fb

https://medium.com/@mailsrene/the-reasoning-revolution-how-lrms-are-redefining-ai-in-healthcare-be104771290d

https://gjgalante.medium.com/cloud-ai-vs-local-ai-advantages-disadvantages-bec34239a60a

https://medium.com/@mehr.anuja/why-chunking-eats-70-of-legal-rag-effort-and-how-i-built-a-system-that-survived-audits-a6c68b3bd078

https://cryptosamadhi.medium.com/humans-pay-time-upfront-to-discover-meaning-ef1a65b64e7f

https://medium.com/@connect.hashblock/rag-vs-agents-retrieval-reasoning-or-both-80ceb0cc341b

https://medium.com/@shimovolos.stas/your-llm-is-streaming-to-nobody-how-to-handle-client-disconnects-in-fastapi-8cdf8c5d519e

https://medium.com/@atabarezz/a-new-hope-for-operating-systems-955f17841645

https://medium.com/@shyamtechnologieshyd/what-is-feature-engineering-and-why-is-it-important-in-ai-ml-models-12a50b7c8900

https://medium.com/researchable/ai-year-review-2025-f9dd082d02e5

https://medium.com/@rishabhtripathi1/mcp-cli-a-lightweight-cli-for-model-context-protocol-servers-64308e5953c5

https://medium.com/@Cannyfore__/what-is-rag-types-capabilities-and-their-role-in-ai-application-development-a407e1158727

https://medium.com/@sergey.podgorny/demystifying-the-ai-era-cda8e46f0cca

https://medium.com/@nidhikayadav/certifications-for-robots-or-models-artificial-specialized-intelligence-why-one-model-fits-all-fb08b2441cd1

https://medium.com/write-a-catalyst/stop-building-dumb-ai-apps-heres-how-langgraph-turns-your-agents-into-decision-making-machines-dc6048e6fd48

https://medium.com/write-a-catalyst/i-fine-tuned-llama-3-to-write-like-me-it-only-cost-3-403f7c3bbce2

https://medium.com/@kosi.gramatikoff/logical-constraint-as-the-engine-of-scientific-progress-bb7336a30608

https://medium.com/@ishan_45811/what-ai-search-is-really-saying-about-your-brand-and-how-to-measure-it-a6d6f4ce62e3

https://medium.com/@gedeon.dominguez/spec-driven-contract-driven-factories-when-code-lives-the-repositorie-0b7e76db6b1c

https://medium.com/@opiaaustin/the-ai-hiring-revolution-why-resumes-are-dead-and-portfolios-rule-d753eb5b5752

https://autognosi.medium.com/why-your-digital-library-system-needs-a-knowledge-graph-building-offline-document-intelligence-ed856c8f4195

https://medium.com/@muhammad.haseeb/api-vs-mcp-understanding-the-shift-from-developer-tools-to-ai-agents-6567c79b85c8

https://medium.com/@ayhanbzkrt/is-the-ai-honeymoon-phase-over-why-llms-get-lazier-over-time-3c216b0d2286

https://minurakariyawasam.medium.com/why-your-ai-agent-will-never-see-production-a31f4eeb3587

https://iamdgarcia.medium.com/boosting-your-development-workflow-with-claude-code-a-practical-guide-for-full-stack-ml-engineers-d999221cf764

https://medium.com/@dgrid_ai/dgrid-x-dechat-powering-socialfi-with-verifiable-intelligence-e8e4288f6933

https://ksramalakshmi.medium.com/the-litellm-alternative-you-didnt-know-you-needed-1069993fd1c6

https://medium.com/@mercuryai0705/building-enterprise-chatbots-with-a-unified-ai-platform-e4b2285263bf

https://ai.plainenglish.io/i-tried-neutts-air-on-my-laptop-and-it-changed-how-local-tts-feels-7d2a2abff870

https://ai.plainenglish.io/from-prompts-to-pipelines-engineering-llm-systems-9df4192b54d9

https://ai.plainenglish.io/how-i-used-azure-openai-to-generate-python-unit-tests-automatically-c9a335c9e8b3

https://ai.plainenglish.io/key-features-to-expect-from-expert-llm-development-services-88d1bb854369

https://jinlow.medium.com/building-production-grade-ai-travel-agents-in-2026-from-langchain-to-real-world-deployment-6d2e79c96353

https://medium.com/codex/building-production-grade-ai-travel-agents-in-2026-from-langchain-to-real-world-deployment-6d2e79c96353

https://medium.com/@cognidownunder/the-context-window-is-dead-how-recursive-language-models-process-10-million-tokens-without-b71699caa58d

https://www.marktechpost.com/2026/01/18/nous-research-releases-nouscoder-14b-a-competitive-olympiad-programming-model-post-trained-on-qwen3-14b-via-reinforcement-learning/

https://medium.com/@krish.srinivasans/from-embeddings-to-intelligence-vector-aggregate-functions-in-snowflake-4a6b3cf025a9

https://geoff-fite.medium.com/brass-tacks-how-ai-affects-our-saas-0e6414b963c8

https://medium.com/finx-capital-markets/brass-tacks-how-ai-affects-our-saas-0e6414b963c8

https://medium.com/@hrishita.panjetha/retrieval-and-augmentation-in-rag-designing-trustworthy-intelligence-for-healthcare-747ff9ebf0f5

https://nkwrites.medium.com/understanding-grpo-the-algorithm-behind-the-new-wave-of-reasoning-models-f7e4505a59b5

https://medium.com/@_sizer/small-ai-features-formvalidator-0286397885d9

https://medium.com/@marketing_novita.ai/glm-4-7-vram-requirements-explained-run-locally-on-novita-gpu-cloud-or-via-api-12c39ade6921

https://medium.com/@ranju.r/why-agent-loops-fail-without-guardrails-and-how-production-systems-fix-it-12a49985176a

https://medium.com/@tjagadeeshc/from-4k-to-1m-tokens-the-technical-journey-of-long-context-language-models-60f2acddbb2b

https://medium.com/@pgvetrivel/when-stack-overflow-goes-quiet-how-will-ai-learn-to-code-cf33ef0bedb3

https://mayur-ds.medium.com/translategemma-a-banger-from-google-a0696674f824

https://github.com/fumi-engineer/machine_learning

https://medium.com/@ahmedibrahim_71289/why-your-fake-data-is-failing-you-and-how-to-generate-smarter-synthetic-datasets-05e0325d3ecd

https://sumitkrsharma-ai.medium.com/oh-does-the-selection-of-inappropriate-evaluation-metrics-lead-to-complaints-from-users-02ba6d471521

https://medium.com/@yzh0623/from-zero-chapter-6-improving-rag-answer-accuracy-with-ragchecker-367576d58c4f

https://medium.com/ds3ucsd/youve-got-a-friend-in-me-llm-edition-bbccc55fdf2f

https://medium.com/@kellysithl03/unlock-insights-from-your-data-instantly-with-pardusai-86e669b2eef0

https://medium.com/@yusefulum/inside-jepa-how-joint-embedding-prediction-works-c167442cae63