LLM News and Articles

https://medium.com/@letsautomate/the-qa-journey-behind-building-a-large-language-model-abd3321e4874

https://medium.com/@puneet_85737/why-enterprises-must-build-their-own-llms-aacff0a5f733

https://medium.com/@letsautomate/building-an-llm-qa-assistant-web-app-from-concept-to-code-b7070e770797

https://medium.com/@sakshipimpale33/from-smart-to-safe-building-runtime-guardrails-for-ai-agents-c17f0c0d92bc

https://medium.com/ai-simplified-in-plain-english/i-have-been-testing-these-5-cli-coding-agents-heres-what-surprised-me-66cb62b0856f

https://medium.com/@patrick.steinhoff/building-a-rag-powered-brand-abuse-detection-system-from-dark-web-to-social-media-6ad91ddc6679

https://medium.com/@prelisa.dahal.biz/the-anatomy-of-current-llm-interfaces-a-designers-complete-guide-150eca860819

https://medium.com/@peeranat.earth/who-is-nutuensai-a-name-not-in-llms-but-real-enough-to-echo-back-13ac3c729987

https://virtue-in-virtuality.medium.com/teenagers-token-streams-the-trouble-with-thinking-4b331e182eb3

https://medium.com/@marketingasia/llm-in-intellectual-property-information-technology-at-university-college-dublin-now-within-f5452f1a53df

https://medium.com/chennai-web-engineering/mastra-an-ai-brain-for-typescript-a5bd1d273d36

https://medium.com/lets-code-future/a-blueprint-for-implementing-rag-at-scale-69c937ac32e7

https://slidescope.medium.com/what-is-llms-txt-file-and-why-is-it-useful-for-seo-or-geo-021ab77e89bb

https://srtpan.medium.com/getting-started-with-langchain-1441215e5673

https://medium.com/@naveenpandey2706/building-llms-from-scratch-lecture-6-creating-input-target-pairs-for-large-language-models-321844f53db3

https://medium.com/data-and-beyond/the-ultimate-rag-hack-use-this-customized-hyde-for-better-answers-28e251332a0b

https://medium.com/@unsignedint/beyond-the-hype-why-thoughtful-engineers-should-be-wary-of-autonomous-genai-coding-5a995dcd1cc7

https://devbysatyam.medium.com/the-rise-of-small-language-models-efficiency-vs-performance-trade-offs-708c7101ee9f

https://medium.com/@u.mair/10-best-practices-for-using-cursor-effectively-122ea65cdd1f

https://medium.com/@topi9864/from-zero-to-ai-interviewer-building-a-voice-coach-with-react-free-llms-%EF%B8%8F-2d8e30db3151

https://jananithinks.medium.com/attention-mechanisms-explained-the-mathematical-foundation-of-how-nns-learn-to-focus-3e7e847be2d7

https://medium.com/@dtianshan7/technologies-for-ensuring-ai-safety-fundamentals-and-practices-of-llm-guardrails-553d8cc5ed8e

https://medium.com/@MuhammedRashid_/reading-like-humans-the-secret-behind-modern-ai-ed2234acbf50

https://medium.com/@agiimpact/agi-isnt-here-yet-but-its-impact-has-already-started-4c302f82b986

https://medium.com/@bhagyarana80/how-vector-databases-are-powering-the-next-generation-of-ai-applications-3a8adfbf8165

https://medium.com/ai-exploration-journey/dr-ehr-aquilt-postermate-ai-innovations-and-insights-59-e64465df5d57

https://medium.com/@jw37-78/maybe-the-best-maybe-the-worst-maybe-the-last-idea-give-an-llm-a-lizard-brain-49f4d47a29dc

https://medium.com/@EpicPerspectives/the-danger-of-trusting-ai-too-much-a-warning-about-overuse-536863a8a405

https://saibhargavr.medium.com/say-goodbye-to-adapters-how-universal-tool-calling-protocal-utcp-streamlines-ai-tool-1132ecf53e1b

https://medium.com/better-ml/group-relative-policy-optimization-grpo-the-deep-seek-cheat-code-5c13a2c86317

https://medium.com/@marinychelle/i-was-a-large-language-model-before-they-existed-1368fd244103

https://medium.com/@ferreradaniel/build-powerful-workflows-fast-with-string-ai-agents-2025-instant-guide-490dccdef865

https://medium.com/@jason_74020/is-it-time-for-the-app-layer-to-shine-a7ab1d930c7d

https://medium.com/@arghavan.bahadori/the-hidden-battlefield-llm-attack-scenarios-part-1-b3186f8db131

https://medium.com/@sa82912045/memory-isnt-enough-how-context-windows-are-reshaping-the-future-of-ai-models-exploring-the-fa6c79ceb783

https://medium.com/@sa82912045/beyond-the-basics-7-underrated-python-libraries-every-developer-should-try-powerful-tools-youve-1e4aaec83950

https://runevendler.medium.com/this-mind-like-thing-ec82f873c55a

https://einsstark.medium.com/a-fairer-way-to-monetize-ai-models-our-proposal-a4ba01e66ce7

https://medium.com/@elifsaresile/building-a-real-time-stock-market-analysis-pipeline-with-ai-dbbb2830f604

https://medium.com/@tam.tamanna18/hot-or-cold-choosing-the-right-llm-temperature-for-your-task-ac54a116ba26

https://medium.com/@DataTechBridge/bedrock-agentcore-memory-let-your-agent-remember-conversations-e1460fa24bf2

https://www.llmwatch.com/p/nine-papers-you-should-know-about

https://www.promptfoo.dev/blog/grok-4-political-bias/

https://medium.com/@syntaxz.com/build-a-python-tool-in-minutes-using-smolagents-a97221c456ce

https://medium.com/@MWTechInsights/the-rise-of-large-language-models-llms-b8a7bee789df

https://medium.com/@syntaxz.com/smolagents-building-lightweight-autonomous-agents-with-ease-8b7a38355a63

https://medium.com/@yurii.hrytsenko.work/what-is-rag-and-how-can-it-be-used-in-practice-67330ad05be7

https://medium.com/ai-simplified-in-plain-english/context-engineering-shaping-the-future-of-agentic-ai-ee0514a08383

https://medium.com/@asnair/trumps-ai-action-plan-why-it-won-t-deliver-maga-dreams-49db928c3aaf

https://www.ft.com/content/3c8cf028-e49f-4ac3-8d95-6f6178cf2aac

https://medium.com/@osmidev/unleash-the-power-of-ai-in-your-terminal-introducing-agno-cli-f80cfbaf1be6

https://medium.com/@shanmuka.sadhu/paper-insights-lora-low-rank-adaptation-of-large-language-models-bd30d4dd6b4d

https://medium.com/@akshayne912/the-developers-guide-to-breaking-free-from-openai-api-lock-in-56a63804eec8

https://medium.com/mindsdb/building-trust-in-ai-enterprise-knowledge-base-validation-with-mindsdb-7d01e0ffa128

https://medium.com/@a.petrivskyy/how-to-check-if-text-column-in-postgresql-is-valid-json-and-why-you-shouldnt-blindly-trust-629043a56871

https://medium.com/@simranjeetsingh1497/top-5-generative-ai-projects-for-beginners-no-phd-required-6a362caeec7d

https://medium.com/@axbusiness_club/ai-skills-gap-preparing-your-workforce-for-intelligent-agents-4cfa2b31077f

https://medium.com/altsoph/quantum-persona-and-test-time-mode-collapse-c638de4331c3

https://medium.com/@niranjanky14/10-generative-ai-fundamentals-concepts-c8ac74270d5b

https://medium.com/@adarsh-ai/a-beginners-guide-to-multi-head-self-attention-in-llms-1a4ea8be6fb2

https://medium.com/@akgupta1337/breaking-the-6gb-barrier-how-i-optimized-function-calling-llms-for-resource-constrained-491683b6955d

https://cobusgreyling.medium.com/temporal-ai-agents-311d950381c1

https://aashu-aggarwal.medium.com/from-babbling-to-brilliance-how-ai-learns-like-a-growing-child-23b785e574f1

https://medium.com/@chauhanseema1303/large-language-models-simply-explained-the-brains-behind-ai-tools-like-chatgpt-e7910a1c7b9c

https://medium.com/@shravankoninti/build-a-small-language-model-slm-from-scratch-3ddd13fa6470

https://vikram-suthar.medium.com/i-tried-5-mcp-servers-that-blow-my-mind-spoiler-my-productivity-went-through-the-roof-f0488c13478a

https://medium.com/@arto.thurlin/automating-academic-research-with-ai-a-deep-dive-into-llm-powered-zotero-analysis-da50944f9f30

https://medium.com/@phvk1611/from-confusion-to-clarity-model-context-protocol-mcp-part-2-d1bab85efa81

https://apnews.com/article/lawyers-judge-ai-prison-alabama-c6a64736cb488cf6379624403d3757ca

https://zswitten.github.io/2025/05/23/gustav-fictional-hippo.html

https://medium.com/@dhirenworkspace18/exploring-generative-ai-with-gemini-api-in-vertex-ai-google-cloud-badge-5738a32a80eb

https://pub.towardsai.net/important-llm-papers-for-the-week-from-07-07-to-13-07-c82997783438

https://medium.com/@siddhi_patil/making-machines-talk-an-offline-llm-driven-m2m-framework-using-prompt-engineering-and-open-tools-b429a8714e7f

https://medium.com/@narendrkumarsuresh/maybe-attention-is-all-you-need-1a6852abc17d

https://medium.com/@websearch.plus/benchmarking-llm-search-apis-tavily-vs-exa-vs-websearch-plus-0de2dfac8b70

https://ninza7.medium.com/llms-are-getting-a-major-brain-upgrade-and-nobodys-talking-about-it-23231c202643

https://medium.com/@bridesofnox/what-does-it-really-mean-to-be-a-large-language-model-llm-92535af91c9c

https://medium.com/ai-simplified-in-plain-english/orchestrating-ai-in-your-codebase-a2cd6e07162a

https://medium.com/@dharamai2024/part-2-leveraging-model-context-protocol-mcp-with-large-language-models-llm-tool-integration-4e2c31f761f1

https://medium.com/@lakip03/testing-the-limits-of-ai-vibecoding-building-a-new-operating-system-from-scratch-part-2-081cbdd14950

https://medium.com/@justinbartlettjob/why-i-open-sourced-love-989727876a18

https://medium.com/@simplenight/invisible-brilliance-how-multi-agent-llms-are-transforming-prompt-engineering-c69a3109fc71

https://medium.com/@inamdaraditya98/ai-models-are-developing-a-human-like-sense-of-time-b609dc8762cf

https://medium.com/@ignasi.lopez.luna/the-language-of-artificial-intelligence-49706ebc554f

https://medium.com/@phvk1611/from-confusion-to-clarity-model-context-protocol-mcp-part-1-2f3a39671622

https://medium.com/data-science-collective/agentic-ai-explained-simply-with-real-code-examples-ac4e7a4a1905

https://medium.com/@ketaki.kolhatkar99/your-language-model-is-secretly-a-reward-model-9559a80ce9c2

https://levelup.gitconnected.com/rag-is-smart-but-agentic-rag-with-langgraph-is-smarter-a-practical-guide-ac2a3b0bc3bc

https://medium.com/@receptiviti/ai-alignment-is-broken-without-human-context-f7b6d30e593d

https://medium.com/@seymurmammadov/how-i-got-the-russian-language-078eb5074f83

https://medium.com/@markvanstraten/go-from-sketch-to-prototype-in-one-hour-with-lovable-ai-9309aadce1f8

https://pricepertoken.com/

https://noailabs.medium.com/subliminal-learning-a-phenomenon-where-llms-learn-traits-from-model-generated-data-that-is-8047c3c023ea

https://medium.com/@adrian.garcia.villalta/automated-testing-for-chat-bots-0d1c7e9a7972

https://medium.com/sdg-group/automated-testing-for-chat-bots-0d1c7e9a7972

https://chromamine.com/2025/07/make-chatgpt-less-human/

https://medium.com/@saranr_33316/hands-on-large-language-models-a-comprehensive-guide-ecf2a3127cce

https://medium.com/@shobhit.workds/evolution-of-language-models-part-4-transformers-and-the-power-of-self-attention-666af6e614db

https://medium.com/flutter-community/diving-deep-from-zero-to-a-mcp-client-in-flutter-ce183c568287

https://medium.com/@audrius.urbano/capture-traffic-seo-misses-llms-txt-ai-search-optimizer-for-shopify-d3de1f7cffae