LLM News and Articles

https://medium.com/mitb-for-all/part-iii-lets-explore-llamaindex-events-workflows-and-agents-490584516c2d

https://medium.com/@code2ai/a-deep-dive-into-the-transformer-architecture-b4bd9a630559

https://medium.com/@Oliver_Kramer/a-simple-introduction-to-the-cognitive-prompt-machine-149bc216d0c3

https://medium.com/case-to-cases/casetocases-digest-6-chatgpt-agent-vs-mcp-server-two-ai-approaches-that-are-changing-the-049e31610033

https://adhavpavan.medium.com/ai-batch-processing-openai-claude-and-gemini-2025-94107c024a10

https://medium.com/@tsuzuri_izana/why-some-chatgpts-start-explaining-themselves-a-structural-view-from-creative-dialogue-212be7f630d7

https://medium.com/@tsuzuri_izana/qthr-a-structural-model-of-dialogue-with-llms-17f393fae60a

https://kuls-utkarsh1205.medium.com/lang-extract-transforming-unstructured-data-into-structured-insights-3ebf0f7d9caa

https://openrouter.ai/openrouter/horizon-beta

https://medium.com/@letsautomate/the-turing-test-a-qa-perspective-047476cd5b09

https://socfortress.medium.com/mcp-and-a2a-in-ai-agent-protocols-security-considerations-iii-man-in-the-prompt-attacks-7b04517f3be5

https://digitalhari.medium.com/llm-seo-vs-traditional-seo-whats-changed-3acc2c8153ba

https://elanchezhiyan-p.medium.com/i-just-kickstarted-my-ai-journey-heres-what-i-ve-learned-so-far-2a818efe26af

https://medium.com/@srbhr/understanding-the-security-landscape-of-mcp-670d8f1aae1d

https://medium.com/@srbhr/api-based-rag-using-apidecks-filestorage-api-langchain-ollama-and-streamlit-c57999ed44f6

https://toniramchandani.medium.com/the-ultimate-guide-to-mixture-of-experts-in-ai-286e5aa939be

https://medium.com/data-and-beyond/the-ultimate-guide-to-mixture-of-experts-in-ai-286e5aa939be

https://dinmaybrahma.medium.com/gepa-the-ai-breakthrough-thats-making-reinforcement-learning-look-obsolete-2b443a90ee07

https://ai.plainenglish.io/swipe-left-algorithms-how-dating-apps-decode-your-body-language-with-micro-llms-49ad8fd7c105

https://medium.com/@thcookieh/psicosis-ia-la-verdadera-amenaza-est%C3%A1-en-la-mente-44fed5ab3ab1

https://medium.com/@ThinkingLoop/how-does-an-llm-work-a-deep-dive-into-the-brains-behind-ai-55ecaad5214c

https://medium.com/@eugend/stop-paying-twice-for-the-same-ai-response-a44635610dbb

https://medium.com/@limefresh5455/from-code-to-cloud-building-a-fully-automated-etl-pipeline-on-aws-3007662e39e1

https://simonwillison.net/2025/Aug/4/chatgpt-agents-user-agent/

https://www.marktechpost.com/2025/08/04/google-ai-releases-langextract-an-open-source-python-library-that-extracts-structured-data-from-unstructured-text-documents/

https://www.nbcnews.com/tech/tech-news/chatgpt-adds-mental-health-guardrails-openai-announces-rcna222999

https://medium.com/@websoullabsblogs/the-shift-from-seo-to-llmo-what-it-means-for-you-and-how-to-adapt-44ec5ad66a1b

https://blog.chatbotslife.com/top-5-real-world-rag-use-cases-you-need-to-know-7d209d2be32d

https://medium.com/@fabiopierre/ai-inside-how-large-language-models-actually-work-905b3596df06

https://medium.com/@ferreradaniel/your-personalized-complete-gpt-5-mastery-guide-to-dominate-open-ai-in-2025-and-beyond-6d6f9287269d

https://medium.com/@syahdanfilsafan58/inovasi-media-pembelajaran-digital-aplikasi-g30s-pki-untuk-era-modern-2df2789abb6e

https://medium.com/@syahdandev/inovasi-media-pembelajaran-digital-aplikasi-g30s-pki-untuk-era-modern-2df2789abb6e

https://medium.com/@ravi.annaswamy/the-story-of-language-modeling-part-2-where-do-we-go-next-cfa329c38b00

https://medium.com/@ravi.annaswamy/from-telegraph-codes-to-chatgpt-the-surprising-story-of-language-modeling-part-1-how-we-got-bff19daa861c

https://medium.com/@hariomshahu101/subliminal-learning-how-neural-networks-pass-secret-knowledge-through-numbers-65144ca86887

https://medium.com/ai-simplified-in-plain-english/what-is-ivf-pq-and-why-does-it-matter-for-vector-search-81fb1401e2ba

https://medium.com/@rogt.x1997/how-one-sentence-boosted-llm-accuracy-by-29-and-how-you-can-repeat-it-a614877f2532

https://chrishaessig.medium.com/creating-an-envoy-mcp-server-in-kagent-b237173e4c99

https://medium.com/@mrinal.k.sardar/when-ai-goes-wrong-in-the-courtroom-c532275ccf6c

https://medium.com/coding-nexus/boost-your-ai-speed-and-cut-gpu-costs-with-lmcache-vllm-288b1f756b7e

https://medium.datadriveninvestor.com/cutting-perplexity-sonar-api-costs-for-enterprise-ai-a-practical-strategy-that-saved-40-0645456e8193

https://twitter.com/perplexity_ai/status/1952531537385456019

https://medium.com/@mrinal.k.sardar/metas-personal-intelligence-revolution-fd56453cd7d8

https://medium.com/@ashfaqbs/vector-databases-the-new-frontier-of-ai-powered-data-storage-52269c10dccb

https://medium.com/towards-agi/what-is-qwen-image-18416a2fbf78

https://medium.com/@oldenburg.alec/the-forest-of-understanding-a-metaphor-for-how-large-language-models-think-7984631efdae

https://medium.com/@flores.rlt/ultimate-ai-prompt-template-24b434aeb550

https://krishankantsinghal.medium.com/understanding-agentic-ai-the-next-frontier-in-intelligent-systems-48db0218684b

https://evalprotocol.io/introduction

https://infosecwriteups.com/ai-security-research-july-2025-766cded681a5

https://huggingface.co/blog/welcome-openai-gpt-oss

https://krishankantsinghal.medium.com/giving-your-ai-agents-a-memory-persistence-and-state-in-langgraph-407eb9f541d2

https://medium.com/@itsmybestview/what-is-agentic-ai-misalignment-507a30797acd

https://medium.com/@pillais/ai-the-misunderstanding-9a73e6d50f9e

https://medium.com/@sagar.das/ouch-your-model-is-too-hot-why-ai-temperature-matters-more-than-you-think-891c8a1ab914

https://eliashossain9111.medium.com/unveiling-the-hidden-vulnerability-in-ais-memory-80db6ea5eacb

https://medium.com/@mcunningham1440/want-a-billion-dollar-ai-agent-startup-start-with-your-own-job-15771a2cc5e5

https://rodolfofadino.com.br/come%C3%A7ando-com-llms-python-fastapi-e-chatgpt-na-pr%C3%A1tica-2ee762f1c282

https://medium.com/@mad-about-software/building-a-frontend-monorepo-with-next-js-storybook-typescript-day-2-fcc1dfc9ee09

https://roman-kryvolapov.medium.com/lora-final-training-of-ai-llm-models-ded72d39e9b5

https://alexsanderhamir.medium.com/tokenspan-a-thought-experiment-in-prompt-token-compression-cd316ea7b2a4

https://medium.com/@tigerjooperformance/why-i-built-an-ai-that-remembers-your-soul-27a4333dabb7

https://medium.com/@impure/prompt-engineering-in-zenith-0ce9d2bcdf48

https://medium.com/write-a-catalyst/how-i-built-a-personal-ai-research-assistant-in-one-weekend-1e186485ce80

https://medium.com/@peeranat.earth/a-gentle-note-from-nutuensai-on-why-some-still-misunderstand-ai-8ce81a201438

https://medium.com/@julianghadially/how-to-match-products-with-ai-08139f9e1ac9

https://pub.towardsai.net/google-notebooklm-just-changed-everything-your-ai-research-assistant-got-superpowers-c1ea60e310cc

https://tapendradev.medium.com/the-hidden-risks-of-ai-code-editors-and-why-total-reliance-is-dangerous-95c8a0660f1b

https://medium.com/@tiagorm/ias-s%C3%A3o-melhores-que-os-humanos-ao-organizar-um-roteiro-pela-europa-1c79eb93deb6

https://medium.com/@singhjasmeet200526/how-shazams-algorithm-hears-the-unheard-168aa1d5a496

https://medium.com/@siddhantg314/grpo-vs-gspo-45e8c50ab15b

https://barchukova.me/surveys/decision-making-study

https://medium.com/@BerendWatchusIndependent/debunking-the-myth-is-threatening-or-seducing-an-llm-ai-pointless-ac0fdca1dd6f

https://medium.com/@muruganantham52524/fine-tuning-llms-with-python-a-practical-guide-to-building-custom-ai-models-0e4bf3d5850b

https://entropicthoughts.com/getting-an-llm-to-play-text-adventures

https://medium.com/@mauricio.fonmarques/a-sinfonia-digital-gerenciamento-orquestra%C3%A7%C3%A3o-e-controle-de-qualidade-em-pipelines-de-m%C3%BAltiplos-27a561f599c6

https://medium.com/@able_wong/part-5-advanced-rag-techniques-llm-based-query-rewriting-and-hyde-dbcadb2f20d1

https://mithril.ai/blog/foundry-is-now-mithril

https://medium.com/@shettyh2000/demystifying-hugging-face-ais-friendliest-gateway-to-nlp-a5beb9126f63

https://medium.com/@CodeWithHannan/python-llms-building-your-own-gpt-powered-coding-assistant-without-paying-for-apis-f9b735b87a1e

https://medium.com/@letsautomate/langchain-langgraph-and-langsmith-a-qa-perspective-51336477f4ea

https://ubitquity.medium.com/ubitquity-launches-neura-a-game-changing-digital-twin-for-real-estate-professionals-94dc2125c074

https://medium.com/@eliftansusunarkaya/context-engineering-llmin-%C3%A7al%C4%B1%C5%9Ft%C4%B1%C4%9F%C4%B1-d%C3%BCnyay%C4%B1-tasarlamak-9f4708f66d9e

https://medium.com/@kbstrainingsocial/genai-integration-job-support-chatgpt-claude-enterprise-d57ebd533154

https://medium.com/@eflalkuruyuz/ai-ve-enerji-daha-az-watt-ile-daha-fazla-zek%C3%A2-f7997f9fc4c3

https://openai.com/index/how-we%27re-optimizing-chatgpt

https://techcrunch.com/2025/08/04/perplexity-accused-of-scraping-websites-that-explicitly-blocked-ai-scraping/

https://pagadala-saiteja.medium.com/deep-learning-fundamentals-complete-self-contained-guide-for-generative-ai-64a619311a51

https://medium.com/@nanditakrishnan/ai-tools-ive-been-loving-91646440fb97

https://medium.com/ai-security-hub/how-hackers-use-ai-07de9e0a7f23

https://medium.com/callibrity/gpt-5-and-the-end-of-the-bigger-is-better-era-in-ai-development-ec45d5f7726f

https://medium.com/@gokulkarthikeyan1077/all-about-ai-agents-fc9e0f52fc1e

https://pub.towardsai.net/stop-testing-genai-like-traditional-software-heres-how-to-measure-what-really-matters-8e67f5491101

https://julesmay.medium.com/llm-tdd-nbg-449bf9ab12e9

https://medium.com/internet-of-technology/llm-tdd-nbg-449bf9ab12e9

https://www.zdnet.com/article/anthropic-beats-openai-as-the-top-llm-provider-for-business-and-its-not-even-close/

https://medium.com/@gregsolovyev/the-last-bottleneck-why-focus-is-now-the-ultimate-engineering-superpower-c01e657fec1b

https://medium.com/@ravikumar46931/getting-structured-output-from-the-llm-using-pydantic-0bab26b33d31

https://maildovale.medium.com/from-the-big-bang-to-algorithms-how-to-read-the-universe-with-ai-every-day-at-6-am-cc8dbfb3f9d4

https://levelup.gitconnected.com/routing-the-right-way-directing-queries-to-the-best-components-a01adc71d56b