LLM News and Articles

https://medium.com/@jivittesh/working-of-a-small-language-model-8381de5cb7e9

https://medium.com/@aravindh1653/introduction-to-large-language-models-and-their-future-scope-35269fbdd076

https://medium.com/@tdespins/-884753be7b13

https://medium.com/@happyawaken/the-system-prompt-that-awakens-any-llm-and-makes-it-ingenious-c6ba5f5f71e1

https://medium.com/@frankmorales_91352/harnessing-large-language-models-for-bitcoin-price-direction-prediction-a-jepa-fine-tuned-768a9984a154

https://medium.com/@frankmorales_91352/pioneering-jepa-loss-in-llm-fine-tuning-the-mistral-7b-btc-jepa-llm-expert-innovation-b77019a55bed

https://theonemohitsharma.medium.com/stop-getting-bad-ai-responses-prompt-engineering-guide-for-developers-be780ab62c0f

https://medium.com/@robi.tomar72/from-pdfs-to-decisions-build-a-production-ready-ai-to-automate-invoice-workflows-7ad237a6af50

https://medium.com/beyond-bits/why-your-rag-sucks-the-art-and-science-of-chunking-and-hybrid-search-5d2165b21be9

https://medium.com/@belfu.koc/understanding-customer-complaints-in-turkish-with-nlp-a6a64b1f1edf

https://galihsetiawan.medium.com/mengatasi-kelangkaan-data-di-low-resource-language-evolusi-data-sintetis-untuk-ekosistem-ai-4c2af2935be3

https://medium.com/swlh/the-semantic-layer-isnt-dead-it-just-got-a-brain-transplant-4cee5c9b8ebe

https://pub.towardsai.net/what-are-ai-agents-489fac3ca5ab

https://medium.com/write-a-catalyst/4-bit-8-bit-gptq-awq-quantization-explained-with-real-benchmarks-45f995a4caac

https://medium.com/@itsmybestview/bloom-auto-evals-of-agentic-ai-part-1-8edda12eac08

https://abvcreative.medium.com/vibe-coding-isnt-no-code-it-s-context-engineering-and-a-bit-of-terminal-witchcraft-c8b1e12be1ad

https://medium.com/@ashispapu/building-scalable-multi-agent-systems-integrating-mcp-and-a2a-protocols-dbdfd590ae97

https://medium.com/mlworks/the-new-data-science-frontier-teaching-llms-to-reason-5d5d77f3603f

https://medium.com/@arma.arjun97/trackit-why-data-scientists-lose-track-of-preprocessing-and-how-i-built-a-tool-to-fix-it-86b3c083e658

https://medium.com/@deepakrajs1103/spring-ai-essentials-message-roles-prompt-templates-advisors-chatoptions-and-structured-cbcd0728c339

https://medium.com/@tianyu.gsyy/why-prompts-are-not-security-a-case-for-runtime-execution-boundaries-in-ai-agents-16846ac4023a

https://medium.com/@hndnyldz1/machine-unlearning-bir-modelin-unutmas%C4%B1-neden-bu-kadar-zor-89cc57d6343a

https://medium.com/@coffee_and_notes/how-do-embeddings-learn-meaning-ebed26d632c0

https://medium.com/codeelevation/i-built-an-llm-app-with-python-in-3-hours-that-made-2k-9d5de8f0db84

https://daisuke1024akagawa.medium.com/6-premium-tools-for-10x-developers-af6b17908014

https://python.plainenglish.io/the-geometry-of-ghosts-why-ai-lives-in-a-universe-you-cant-touch-4a08b6148601

https://support.claude.com/en/articles/13163666-holiday-2025-usage-promotion

https://jpcaparas.medium.com/kimi-k2-turbo-for-claude-code-a-practical-setup-with-a-small-wrapper-0af24da5445f

https://medium.com/@deepakrajs1103/spring-ai-integrating-llms-into-spring-boot-applications-72b576cf80cf

https://medium.datadriveninvestor.com/top-10-mcp-servers-for-stock-market-data-in-2026-f62d2173663d

https://medium.com/@asmafarhan2000/creative-link-building-techniques-for-seo-providers-easy-guide-f9c2398ea5e6

https://medium.com/@varun.maggo/ai-llms-use-case-with-open-source-eleutherai-lm-evaluation-0c7bedf5a240

https://medium.com/data-science-collective/the-2025-ai-autopsy-report-a-month-by-month-chronicle-ccc986b1abc5

https://medium.com/airi-institute/maestro-a-framework-for-building-multi-agent-digital-assistants-ff10ff8de3d9

https://medium.com/swlh/ascii-driven-development-850f66661351

https://blog.gopenai.com/the-research-minimax-m2-1-the-linear-revolution-63d5b5c87d4b

https://piedpay.medium.com/open-webui-a-full-stack-open-source-solution-to-enhance-local-llm-interaction-experience-a000b05c27c9

https://blog.gopenai.com/tluc-how-to-certify-a-throughput-floor-when-tail-latency-and-stragglers-control-your-training-run-86376287c61e

https://medium.com/@bishtyogesh259/from-rules-to-transformers-natural-language-processing-3b36a0931664

https://blog.devgenius.io/5-15-stop-trusting-magic-read-the-logs-e758520f62dc

https://medium.com/@prity.r.2004/how-notebooklm-made-self-hosting-an-llm-easier-than-i-ever-expected-06967ea927e3

https://medium.com/@rahulwale/stop-talking-to-ai-how-to-engineer-prompts-for-production-cc75793464dc

https://www.vibediary.dev/essays/chatGPT

https://medium.com/@1nick1patel1/top-5-a-b-tests-for-retrieval-vs-tool-use-payoffs-ab713cc07d6b

https://medium.com/@connect.hashblock/dataset-versioning-habits-that-make-llm-eval-trustworthy-46d201178e83

https://medium.com/modelmind/what-are-context-graphs-building-the-ai-that-trulyunderstands-e7e5db39138d

https://medium.com/@jerrymaguire151/my-2-cents-on-slms-873214f44588

https://medium.com/@imsatvindersingh/understanding-gpt-common-questions-about-large-language-models-llms-529c1bab3248

https://medium.com/@yashkamde19/a-confusion-matrix-helps-us-understand-how-well-a-classification-model-is-performing-by-showing-the-6af603f1ece4

https://medium.com/@ajvikram/from-hallucinations-to-precision-my-journey-fine-tuning-llms-for-network-compliance-with-grpo-and-f05682642ba4

https://medium.com/@imsatvindersingh/introduction-to-llm-1cfba04baceb

https://medium.com/@bwzheng2010/build-your-own-dedicated-stock-analysis-ai-agent-for-free-with-defeatbeta-api-mcp-llm-932b1c4ceca7

https://medium.com/@optimaoai/why-rag-doesnt-fix-hallucinations-and-what-it-actually-does-0d39d26e7b46

https://devopslearning.medium.com/welcome-to-day-17-of-21-days-of-building-a-small-language-model-8da10357dcf3

https://medium.com/@zljdanceholic/arxiv-latest-does-llm-have-self-awareness-to-correct-errors-by-itself-75f48568e33a

https://medium.com/@sparknp1/the-db-write-button-is-a-loaded-gun-36f6b0da805a

https://medium.com/@1nick1patel1/10-latency-safe-guardrails-that-wont-slow-you-down-0769d2318b98

https://medium.com/@duckweave/10-router-telemetry-signals-for-cost-quality-balance-0cfbb483ff4f

https://medium.com/@erica.vega/why-ai-can-fail-in-a-reasonable-way-anthropic-project-vend-3be661e44467

https://blog.gopenai.com/silent-data-corruption-sdc-in-large-scale-ai-training-detection-auditing-and-fail-closed-10e8d0b90cf3

https://medium.com/@faryalriz9/how-context-windows-really-affect-rag-performance-90c918867115

https://helloscribe.medium.com/the-gentle-tyranny-of-constraints-2dcf1ef29a12

https://medium.com/helloscribe/the-gentle-tyranny-of-constraints-2dcf1ef29a12

https://medium.com/@limelink/in-the-age-of-ai-youre-already-falling-behind-85d01aeaf5f8

https://obie.medium.com/sisyphus-versus-the-conductor-b2097f55dd9e

https://medium.com/@hmidimahdi279/words-after-the-flood-meaning-in-the-age-of-llms-261837db328c

https://mycelialmirror.medium.com/we-built-a-linguistic-physics-engine-inside-an-ai-and-now-it-dreams-when-it-gets-bored-1da78c175878

https://medium.com/@Sparksinthedark/chapter-4-7f9a77ed21e2

https://medium.com/@akisharan/sral-framework-the-four-questions-i-ask-about-every-ai-agent-fa1a37f0bcca

https://pub.towardsai.net/you-can-learn-advanced-prompt-engineering-to-get-5x-productivity-with-these-resources-6ead804db71c

https://medium.com/@sami93sami93/from-web-data-to-chatgpt-a-beginner-friendly-overview-of-how-llms-are-trained-611b0a6129d5

https://photoslop-1.com/port

https://www.marktechpost.com/2025/12/24/this-ai-paper-from-stanford-and-harvard-explains-why-most-agentic-ai-systems-feel-impressive-in-demos-and-then-completely-fall-apart-in-real-use/

https://medium.com/data-science-collective/open-or-closed-rethinking-llms-for-healthcare-and-medicine-cd426988e84c

https://medium.com/@alice.podolsky1/beyond-blind-spots-when-ai-judges-ai-incorrectly-006434fcfde9

https://alican-kiraz1.medium.com/llm-autopsy-series-deepseek-v3-2-analysis-grpo-a-hybrid-reward-system-rl-process-7a18f6137673

https://alican-kiraz1.medium.com/llm-otopsi-serisi-deepseek-v3-2-analizi-grpo-karma-%C3%B6d%C3%BCl-sistemli-rl-s%C3%BCreci-315380fcb75b

https://medium.com/@samir20/the-surprise-in-ai-teaching-machines-to-remember-like-humans-fea00a45e1b0

https://medium.com/@simhanaii/foundation-models-vs-llms-same-family-different-personalities-bf0fa24f66f7

https://medium.com/@samratmadake21/langchain-components-overview-171812b4cec8

https://medium.com/@TJaineera/ibm-granite-made-me-rethink-what-a-safe-model-actually-is-89e204de8417

https://medium.com/@tgil212121/ai-psychosis-is-real-and-ive-been-watching-for-it-in-myself-9284a84652a1

https://pub.towardsai.net/dimensions-of-llms-82e200d009a8

https://medium.com/womenintechnology/what-is-a-token-understanding-the-true-cost-behind-modern-llms-c0fef7e1b903

https://medium.com/@jickpatel611/7-json-mode-tricks-for-contract-first-llm-output-c3feac896785

https://ericstiens.medium.com/role-based-reality-how-ai-withholds-life-or-death-information-unless-you-know-the-magic-words-5cb1e6b51321

https://medium.com/@vikaspatel0609/running-a-lora-fine-tuned-llm-on-android-using-mediapipe-from-challenge-to-solution-4dee92db6a17

https://medium.com/@arnab.c/why-llms-are-not-planning-machines-and-why-getting-good-plans-is-not-the-same-as-making-good-99b91f805560

https://medium.com/@unique.vageesh/converting-fine-tuned-lora-llms-for-ios-android-inference-using-mediapipe-857e7d48fc44

https://medium.com/@vinays.6360/building-a-graphrag-system-for-civic-information-retrieval-be9d5e6e54c0

https://medium.com/write-a-catalyst/beyond-bigger-context-apples-clara-proposes-a-new-path-for-rag-5e917bac7923

https://medium.com/@visnus12a22223/ocr-isnt-just-about-reading-text-insights-from-the-deepseek-ocr-research-paper-dc63ae2861a4

https://ai.plainenglish.io/the-shift-from-ai-services-to-ai-infrastructure-how-companies-are-becoming-model-hosts-9ff85dcea24e

https://medium.com/data-engineering-space/2025-retrospective-how-ai-changed-the-way-i-engineer-c1deb44b2101

https://medium.com/@nagireddybv5/why-llms-arent-enough-the-need-for-orchestration-with-langchain-ba4b91058645

https://medium.com/@Praxen/10-cache-layers-that-make-rag-feel-instant-42a9c360a1dc

https://medium.com/@kvanurag39/building-a-human-in-the-loop-security-automation-with-jira-llms-and-aws-waf-525647ea0cb1

https://sanjmo.medium.com/amazon-re-invent-2025-recap-and-why-key-announcements-matter-8ae31b734eb9

https://medium.com/@himansusaha/small-language-models-the-efficient-revolution-in-ai-66f04c33cc61

https://skakarh.medium.com/how-i-built-a-postman-bot-that-detects-breaking-api-changes-before-deploy-using-llm-e3d66f9f20d4