LLM News and Articles

https://pub.towardsai.net/all-you-need-to-know-about-retrieval-augmented-generation-rag-in-2025-04c386284c18

https://medium.com/@kafexabvidvikicom/%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87-%D9%81%D9%88%D9%84-%D9%85%D8%A7%D8%B3%D8%A7%DA%98-%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87-%D8%AD%D8%B6%D9%88%D8%B1%DB%8C-%D8%B4%D9%85%D8%A7%D8%B1%D9%87-%D8%AE-%D8%A7-%D9%84-%D9%87-%D8%AA%D9%85%D8%A7%D8%B3-%D8%A8%DA%AF%DB%8C%D8%B1%DB%8C%D9%86-%D8%A8%D9%88%D8%B4%D9%87%D8%B109387543619-9b21587d9f84

https://medium.com/@thekzgroupllc/induction-heads-explained-why-llms-learn-to-copy-patterns-b25be226e9a6

https://medium.com/@nottelabs/introducing-demonstrate-mode-for-absolute-precision-2d78fcbcfecf

https://medium.com/@dev_tips/10-best-ai-engineering-courses-for-developers-i-reviewed-50-so-you-dont-have-to-31c6f9408368

https://nuvemagil.medium.com/kagent-no-kubernetes-criando-agentes-de-ia-para-operar-e-observar-seu-cluster-3488e55f6955

https://medium.com/@priscilacamp0s/pr%C3%A1ticas-para-otimizar-intera%C3%A7%C3%B5es-com-llms-51340defc787

https://medium.com/@pathakrajaryan/building-real-time-rag-why-kafka-is-the-architecture-of-state-aware-llms-f4efc790d578

https://aws.plainenglish.io/gemini-3-flash-d0047e4e7359

https://bigthinkmedia.substack.com/p/the-boomer-doomer-divide-within-openai

https://medium.com/@vigneshvar.a.s/why-most-ai-systems-fail-in-production-even-with-any-gpts-or-rag-2438923878af

https://medium.com/@kimounbo38/llms-dont-lack-reasoning-they-lack-a-world-0daf06fcdaeb

https://cobusgreyling.medium.com/three-ai-agent-architectures-have-emerged-b28c2a1dcc9f

https://medium.com/@kase1111/advancements-in-agent-os-and-natlangchain-ecosystems-0a15fe4de908

https://medium.com/@ahamedmk2001/production-ready-rag-optimizing-for-latency-cost-and-user-intent-e6e5e29d7b81

https://acclabs.medium.com/can-artificial-intelligence-support-prebunking-c17d0a183c12

https://configr.medium.com/software-development-in-60-seconds-real-time-sentiment-analysis-561b945353bb

https://pguso.medium.com/the-gguf-format-explained-making-ai-models-run-anywhere-even-on-your-laptop-30dcb45358da

https://medium.com/@Souritra_speaking/llmops-for-operational-intelligence-lessons-from-production-93d108745714

https://medium.com/@Regardskiki/vocabulary-is-architecture-41c2fec54083

https://medium.com/@Credex_Marketplace/the-unit-economics-of-virality-how-we-scaled-gemini-1-5-pro-to-50k-users-without-going-bankrupt-dfaab0a25300

https://code.likeagirl.io/why-a-simple-emoji-confuses-chatgpt-e55fe80a5504

https://arxivlens.medium.com/beyond-gpt-5-how-an-open-source-ai-achieved-elite-performance-by-breaking-all-the-rules-43ba2ff2fefe

https://medium.com/coding-nexus/how-is-deepseek-3-2-cutting-costs-by-25x-by-re-evaluating-attention-a1a2b5bcd092

https://openai.com/index/introducing-gpt-5-2-codex/

https://medium.com/@mohitmahajan530/how-we-built-a-custom-rag-pipeline-to-generate-metadata-automatically-2d479fd3f7aa

https://medium.com/@tensormesh/large-language-models-are-transforming-how-we-build-applications-but-their-computational-costs-732d85662196

https://medium.com/@akshaybhasme30/make-rag-multimodal-keep-text-images-in-sync-for-accurate-answers-b4ca0039d53e

https://levelup.gitconnected.com/the-new-frontier-5-architectural-patterns-emerging-in-the-age-of-ai-and-llms-471108a1b857

https://medium.com/@raghuveer.metla/rag-alone-is-not-smart-enough-why-you-still-need-gans-e834146a5004

https://medium.com/@analystuttam/has-marketing-shifted-from-google-to-chatgpt-0f54c6e30719

https://medium.com/@roger_gale/machine-learning-0b0ad6563824

https://medium.com/@dhirendrachoudhary_96193/3-15-the-integration-trap-why-your-agent-codebase-is-a-mess-0d6934cc60da

https://medium.com/@muskanmarghani13/graphrag-demystified-boosting-retrieval-augmented-generation-with-knowledge-graphs-e829637daac1

https://medium.com/@anapvighnesh/speed-vs-smarts-googles-new-gemini-3-flash-says-you-can-have-both-8f5f96b7d65b

https://medium.com/@vamsikd219/a-guide-to-prompting-techniques-for-large-language-models-llms-68a632ce837d

https://medium.com/@smartaisolutions.tech/why-your-rag-system-is-failing-3-common-retrieval-pitfalls-and-how-to-fix-them-7dcd327d3f42

https://medium.com/@md.abir1203/payload-shape-injection-deep-dive-llm-augmented-exploration-e2-c39ba251bc7b

https://blog.newmathdata.com/the-enterprise-data-kitchen-40f112f56d9c

https://devjeffrey.medium.com/filemaker-prompt-engineering-101-e734193e224d

https://medium.com/@khaledabdlhmid/agentcore-04-gateway-the-production-bridge-between-ai-and-mcp-no-hype-626f1e7e6ad4

https://droxiai.medium.com/evidence-based-ai-for-lab-result-interpretation-26e6ddb8f025

https://sayanwrites.medium.com/ai-in-education-a-hard-conversation-we-need-to-have-38f81354fe79

https://jinlow.medium.com/streamlit-akshare-ollama-plotly-intelligent-trading-platform-e2dc6918b780

https://medium.com/@abbesnessim/ai-llms-and-software-engineers-a381e508ace3

https://blog.ericgoldman.org/archives/2025/12/are-robots-txt-instructions-legally-binding-ziff-davis-v-openai.htm

https://medium.com/@muhilas.1606/designing-novella-building-an-mvp-for-ai-driven-fiction-summarization-45b80dcbad74

https://medium.com/@minhazabedin1/optimizing-content-aggregation-from-llm-based-grouping-to-vector-similarity-search-edf657362831

https://medium.com/@zergtant/inside-nvidias-nemotron-3-mamba-transformer-moe-and-1m-token-context-4983d0994993

https://medium.com/@rajgpt630/multi-layered-agentic-memory-management-with-langgraph-2e0c0e5bfe1b

https://medium.com/@june.shin/6-reasons-why-sec-data-is-so-hard-for-rag-engineers-68bb633364f2

https://billtcheng2013.medium.com/autonomous-agent-part-1-c3931090c9a4

https://pub.towardsai.net/lai-106-choosing-the-right-shape-for-ai-systems-4bf42982a1f9

https://mistral.ai/news/mistral-ocr-3

https://medium.com/data-science-collective/ministral-3-vs-others-accuracy-token-efficiency-and-the-best-model-per-budget-ebf16a32bbf9

https://medium.com/@dhirendrachoudhary_96193/3-15-the-integration-trap-why-your-agent-codebase-is-a-mess-994c70e39a8b

https://medium.com/coding-nexus/vector-index-vs-vector-database-the-scaling-mistake-thatll-cost-you-your-idea-b9f637adaa0f

https://medium.com/@anaghasatheesan11/the-mathematics-behind-artificial-intelligence-and-large-language-models-6a22ebe41d45

https://medium.com/@andreasimioni5/microsoft-copilot-studio-vs-682642104a6a

https://medium.com/@ishii_24878/the-most-dangerous-ai-answers-are-the-ones-that-sound-correct-d91b960b0a90

https://medium.com/@vygha812/the-economics-of-decentralized-llm-inference-disrupting-openais-pricing-model-3fb8ac23a3d1

https://solveoco.medium.com/the-hidden-process-behind-every-ai-answer-d2d707376a58

https://medium.com/@mooglelabs/top-7-multilingual-llms-powering-global-ai-innovation-e572b7412b9a

https://www.cambridge.org/core/journals/political-science-research-and-methods/article/is-chatgpt-conservative-or-liberal-a-novel-approach-to-assess-ideological-stances-and-biases-in-generative-llms/406C5424CA3E49174781B0112C0BB04F

https://pub.towardsai.net/llmops-is-not-mlops-why-your-llm-demo-broke-in-production-with-real-examples-13c184ecdaf0

https://solulab.medium.com/nvidias-open-source-ai-push-from-smarter-language-models-to-the-rise-of-physical-ai-31078aa4bba2

https://medium.com/@kevin.haylett/introducing-the-takens-based-transformer-36b38c109d15

https://medium.com/@contact_92722/everything-about-model-inference-3-model-compression-8d5acc074aa0

https://medium.com/@stefano.puglia/an-appeal-to-fellow-technologists-and-educators-ade1cc3293eb

https://medium.com/@tushitdavergtu/the-engineering-guide-to-industrial-grade-llmops-14d56cf153ec

https://hitesh-gulati.medium.com/pdf-chaos-to-structured-insights-with-gemini-file-search-d3b3f838def9

https://ersinkoc.medium.com/summoning-without-the-genie-the-hidden-cost-of-blind-trust-in-ai-assistants-fd2b8a504b57

https://carnotresearch.medium.com/agentic-ai-in-the-field-how-local-models-empower-people-not-replace-them-683a8edcbe07

https://medium.com/@tim_62250/ai-visibility-and-enterprise-governance-a-general-counsel-and-board-perspective-30c6ce2f78f1

https://medium.com/data-science-collective/autoscaling-the-ai-subway-tokenscale-99c9d93ce616

https://vanishingradiant.medium.com/from-raw-internet-data-to-a-large-language-model-part-2-b4e615370930

https://medium.com/@pearsonandpearson1980/what-is-llms-txt-and-why-ecommerce-sites-are-adopting-it-d46a24d00afb

https://medium.com/@paresh.prajapati1032/rag-vs-agentic-ai-31745ad05be3

https://medium.com/@zunuff1105/beyond-capability-the-risks-modern-ai-labs-systematically-avoid-naming-3c74af1d255a

https://medium.com/the-post-project-world/the-enterprise-ai-reality-check-what-microsofts-copilot-struggles-tell-us-about-the-state-of-ed584d530721

https://medium.com/technology-nineleaps/why-im-paying-attention-to-gemini-image-models-and-why-nano-banana-pro-changes-the-conversation-0cea39c149ea

https://medium.com/@joelhe/probabilistic-engineering-respect-the-unreliable-fd6130bdecde

https://ai.plainenglish.io/nemotron-3-nano-why-this-small-model-might-be-the-most-practical-ai-youll-actually-use-27fc95c643ff

https://krayush.medium.com/interleaved-thinking-in-llms-for-llms-97bf8f347fec

https://medium.com/@omanyuk/a-natural-law-occam-principle-for-predictive-agents-scientific-explainer-afede4690275

https://medium.com/@zunuff1105/agi-is-not-an-independent-machine-its-the-connection-between-you-and-it-1-3-719467e9d6c1

https://medium.com/@vaishnavisarode1810/think-like-an-llm-how-ai-understands-your-prompts-beginner-friendly-6c003d3e6c7d

https://iamdgarcia.medium.com/chatgpt-5-2-unmatched-ai-evolution-how-it-surpasses-previous-models-9b736c9e628a

https://airrived.medium.com/2026-will-be-brutal-for-legacy-tech-ai-first-platforms-will-take-the-throne-63da0efc15bc

https://medium.com/@healthark.ai/persistent-memory-for-llms-designing-a-multi-tier-context-system-cee0a4da3986

https://medium.com/@ap3617180/the-anatomy-of-a-lean-ai-model-your-fine-tuning-masterclass-for-exponential-growth-d90390620b7b

https://pub.towardsai.net/vector-databases-vs-knowledge-graphs-the-rise-of-graphrag-9c6dd10a252f

https://medium.com/@manish75/from-rag-pipelines-to-agentic-systems-practical-lessons-from-rag-implementations-05963174c70f

https://sureshkandula.medium.com/deep-dive-semantic-layers-translate-ontologies-reason-6af1e08f4a39

https://devopslearning.medium.com/day-10-21-days-of-building-a-small-language-model-kv-cache-3122773b9a22

https://medium.com/@byprxncess/masterlist-a-proxy-users-masterlist-of-ai-chat-platforms-ccbd9c7e4077

https://medium.com/@akshayravi13/i-simulated-platos-ideal-city-with-ai-agents-ff034a75f880

https://ninza7.medium.com/weve-been-thinking-about-context-all-wrong-a31c4ab8acb3

https://medium.com/@mosininamdar/my-journey-into-the-world-of-large-language-models-b587de3e5da1

https://medium.com/@emokhles/what-i-learned-building-a-real-time-streaming-interface-with-structured-output-69f674052fa6