LLM News and Articles

https://medium.com/@teamvoy/ai-implementation-in-healthcare-367f7da93232

https://medium.com/@gbadedata/i-built-an-ai-agent-that-writes-clinical-reports-the-hard-part-was-making-it-fail-4cb5bd84b4c0

https://pub.towardsai.net/building-a-rag-system-with-pinecone-let-users-ask-questions-about-their-own-documents-32ed4beb9dbf

https://www.seangoedecke.com/ai-inference-is-obviously-profitable/

https://medium.com/@emmacarter.official26/ai-tokens-explained-the-building-blocks-of-large-language-models-7046a642410d

https://mlxserve.com/

https://www.businessinsider.com/meta-ai-model-catches-up-openai-gpt-5-says-2026-7

https://www.nytimes.com/2026/06/30/business/media/openai-movie-artificial-neon-amazon.html

https://medium.com/@linz07m/why-codegraph-cut-its-eight-mcp-tools-down-to-one-b1ebd27c0fa0

https://medium.com/@mettasurendhar/ai-agents-arent-ready-for-it-operations-yet-and-now-there-s-a-benchmark-that-proves-it-8e62a230e2d3

https://medium.com/@0s.and.1s/llms-part-05-after-the-decoder-stack-f0027150ee18

https://medium.com/@fillipkosorukov/i-switched-to-a-cheaper-ai-model-my-bill-went-up-62a05f8cb587

https://pub.towardsai.net/how-to-create-a-well-structured-python-sdk-99f0da43bab3

https://medium.com/@interblockchain/i-ported-60-000-lines-of-php-to-typescript-in-just-14-hours-the-speed-wasnt-the-surprise-811a2d99893b

https://codechefvaibhavkashyap.medium.com/deploying-vllm-on-a-gcp-deep-learning-vm-my-real-world-journey-with-nvidia-l4-cuda-and-gemma-31b-464c94019f5a

https://medium.com/@sriramp_98201/the-hidden-engineering-behind-chatgpt-flashattention-pagedattention-and-continuous-batching-af57005a3be9

https://medium.com/@hummadsiddiqui27/llms-are-changing-industries-816c24eed737

https://www.heise.de/en/news/Collabora-Office-26-04-Desktop-suite-with-self-selected-AI-11351930.html

https://medium.com/@shrushti6602/the-omnitrix-protocol-what-ben-10-taught-me-about-large-language-models-81c47acd4aa2

https://medium.com/@sushantvichare/are-llms-really-the-future-how-large-language-models-are-transforming-industries-e58be49c8134

https://medium.com/@raheen2005/beyond-words-from-commands-to-conversations-74bb39f12912

https://medium.com/ai-simplified-in-plain-english/the-transcendence-of-mind-the-birth-of-cognitive-engineering-5115f0595a8e

https://medium.com/ai-simplified-in-plain-english/the-industrialization-of-integrity-topo-ops-as-the-new-standard-f64b48f13201

https://inpreparation.substack.com/p/opinion-i-was-not-allowed-to-type

https://medium.com/@kalpeshsar789/what-can-llms-actually-do-e860b2e468a4

https://old.reddit.com/r/Telnyx/comments/1umbick/how_to_build_a_realtime_phone_call_transcription/

https://www.scmp.com/tech/big-tech/article/3359375/alibaba-bans-staff-using-claude-code-over-anthropic-spyware-concerns

https://medium.com/@dev_shivam_thakur/langgraph-building-intelligent-ai-workflows-that-actually-make-sense-b4037888da2c

https://medium.com/@michael.ariaga_76324/memory-proportional-progressive-precision-a-new-approach-to-the-llm-inference-memory-wall-a3a906a3a3dc

https://medium.com/@marjune/the-relevance-of-a-a-markovs-markov-chain-in-large-language-models-llms-5787aaacc285

https://medium.com/@sourcebowresource/claude-sonnet-5-quietly-changed-the-ai-value-before-gpt-5-5-could-85dc6fac546b

https://medium.com/@abdullahzengin/handling-llm-output-safely-in-production-a-four-layer-approach-from-schema-to-metrics-f16253118932

https://medium.com/@shambhavikhurana5/from-prompt-to-prediction-the-hidden-journey-behind-every-chatgpt-response-9e079ffd4627

https://medium.com/@abdullahzengin/llm-%C3%A7%C4%B1kt%C4%B1s%C4%B1n%C4%B1-productionda-g%C3%BCvenle-i%CC%87%C5%9Flemek-%C5%9Femadan-metri%C4%9Fe-d%C3%B6rt-katmanl%C4%B1-bir-yakla%C5%9F%C4%B1m-7bd16f849dbc

https://theguptalog.blogspot.com/2026/07/anthropic-wants-to-develop-its-own-drugs.html

https://nirajpaul2.medium.com/ai-powered-ios-apps-llms-on-device-ai-rag-mcp-agents-f52f687aaa00

https://medium.com/@mdabdullah9758/i-used-chatgpt-to-land-my-first-freelance-writing-client-in-48-hours-255a62f7676a

https://medium.com/@reneza/sandboxing-an-ai-coding-agent-the-harness-owns-the-boundaries-01993ca0428b

https://medium.com/@ritukampani/breaking-the-equation-one-founder-just-raised-64m-to-teach-ai-how-to-actually-do-math-b4543a142acd

https://lexagoddess8.medium.com/be-you-dom-domme-or-top-your-first-submissive-should-be-yourself-c12d4421136e

https://medium.com/@kirill89/open-weight-models-are-dependencies-treat-them-like-dependencies-4d5e0aacfeda

https://medium.com/@shripadkhandare/why-ai-tokens-are-so-expensive-and-why-nobody-explains-it-properly-5ee2340447da

https://pub.towardsai.net/lai-132-we-open-sourced-the-ai-tutor-our-students-actually-use-bf0930f16e1e

https://squidler.io/blog/eu-models-1-discovery-mistral

https://medium.com/@austinblake001/what-is-context-engineering-the-complete-beginners-guide-2026-edition-50b5e52ad83e

https://codefarm0.medium.com/the-invisible-disaster-part-1-a902bf6d7f17

https://cobusgreyling.medium.com/llm-wiki-cb25eedbfa58

https://medium.com/@thamodashehan3/understanding-react-why-ai-needs-to-think-and-act-251d2742881a

https://medium.com/@simaynglu/from-prompt-to-production-5-chatgpt-sadece-yazm%C4%B1yor-yazd%C4%B1klar%C4%B1n%C4%B1z%C4%B1-d%C3%B6n%C3%BC%C5%9Ft%C3%BCr%C3%BCyor-ef369a569faf

https://medium.com/@arunkumarmunraathi/large-language-model-llms-transforming-the-future-of-artificial-intelligence-08669fe43414

https://www.ivokund.com/lenny-the-llm-life-as-a-language-model/

https://medium.com/@mohammedsahirfarazali13/large-language-models-llms-and-their-real-world-applications-ffbeb4bf05a5

https://medium.com/@ankammarao1404/retrieval-augmented-generation-rag-a-complete-beginners-guide-to-building-smarter-ai-systems-50967d619566

https://medium.com/packt-hub/why-every-ai-product-needs-better-analytics-before-better-models-a2ed8e2f881d

https://medium.com/@mervekomur/llm-%C3%A7a%C4%9F%C4%B1nda-sense2vec-neden-hala-bu-k%C3%BCt%C3%BCphane-kullan%C4%B1l%C4%B1yor-3f078d9e4778

https://medium.com/@our1truegod/the-142-page-problem-what-a-bible-narration-project-taught-me-about-voice-artists-and-ai-3a4eb39df9d1

https://medium.com/@purohitatul/the-typed-ir-pattern-a-better-way-to-build-reliable-ai-agents-3c96f915296a

https://medium.com/@scott_81775/why-chatgpt-doesnt-crawl-most-ecommerce-stores-the-llms-txt-fix-most-merchants-don-t-know-about-a26623733d6e

https://medium.com/@technomarksolutions/generative-ai-in-2026-multimodal-models-hyper-personalization-domain-specific-llms-d02e343214de

https://medium.com/@rahi.golani/why-more-ai-builders-are-choosing-to-run-models-locally-instead-of-relying-on-apis-fbceff924e90

https://medium.com/the-pythonworld/8-proven-ways-to-prevent-data-leakage-in-rag-systems-8791e4b837fe

https://pub.towardsai.net/reflection-agent-architecture-eliminating-llm-hallucinations-via-tool-grounded-iterative-9a61767cc979

https://alirezarezvani.medium.com/claude-sonnet-5-what-changed-what-breaks-what-held-up-publication-package-6da75ed7e086

https://medium.com/@abhinavguptas/ondevice-ai-i-put-my-ai-app-in-airplane-mode-it-kept-working-59d414c83b46

https://medium.com/@amir.mohammad.nouri2000/rag-for-beginners-a-first-entry-point-for-anyone-getting-into-retrieval-augmented-generation-9d9859398938

https://medium.com/@anamikanikki0601/beyond-chatgpt-how-large-language-models-are-redefining-the-future-of-data-science-2d087d7a7cd8

https://medium.com/@writeronepagecode/an-introduction-to-large-language-models-e2795fe6edc6

https://medium.com/@yeallen441/the-model-you-shipped-is-not-the-model-you-keep-7f13ed6adca5

https://ai.plainenglish.io/inside-codegraph-how-ai-coding-agents-understand-million-line-codebases-without-reading-every-file-66b069215c00

https://medium.com/@abf46318/premium-womens-clothing-in-kollam-4df9d51f73af

https://medium.com/@csburakkilic/dgx-spark-neden-4-bit-quantizasyonda-bekledi%C4%9Finiz-performans%C4%B1-vermiyor-ce776da3a18e

https://medium.com/@salimassili62/model-routing-is-not-the-same-as-agent-runtime-safety-78a50dd0126a

https://medium.com/@shayanholakouee/context-engineering-is-the-job-now-prompt-engineering-was-just-the-onboarding-9a6f824e3cea

https://medium.com/@arohipatel270/why-ai-hallucinates-the-biggest-problem-in-modern-artificial-intelligence-a8c669ef3c8c

https://medium.com/@vijaykumarstar111/the-ai-gatekeeper-how-mulesoft-llm-proxy-turns-scattered-ai-into-smart-safe-enterprise-power-da8bfe1a4138

https://medium.com/@alyfe.how/we-made-sacrifices-d2dd2f1e30a6

https://medium.com/ai-engineering-collective/how-to-build-ai-agents-that-actually-finish-the-job-with-loop-engineering-ddd69249d29e

https://medium.com/@bpatri280/chain-of-memory-retrieval-fixing-what-vector-rag-and-long-context-llms-get-wrong-6196f67dc661

https://medium.com/@cibidarwin1996/how-can-i-become-an-ai-engineer-in-6-12-months-cf7ee9458484

https://medium.com/@dennisignatius888/beyond-the-prompt-understanding-how-large-language-models-really-work-b6d106907983

https://medium.com/@riyaash2004/large-language-models-from-theory-to-real-world-impact-be8d9bfa8512

https://www.marktechpost.com/2026/07/02/meet-webbrain-an-open-source-local-first-ai-browser-agent-that-reads-pages-and-automates-tasks-in-chrome-and-firefox/

https://medium.com/@harshit.sinha0910/propose-verify-measure-refine-a-formal-look-at-feedback-grounded-code-optimization-e3e77d06902d

https://www.ft.com/content/ad033063-60f9-4c0c-8d8a-9193a83e6f60

https://medium.com/@ritikaushik240/enterprise-llm-training-data-common-challenges-and-solutions-527fe01d43bc

https://arxiv.org/abs/2606.22737

https://medium.com/@connectwidamit/beyond-looks-good-ai-builder-should-track-before-shipping-an-llm-app-part-2-e04b982a3207

https://medium.com/@mailfordavid6/best-cloud-gpu-setups-for-fine-tuning-llms-in-2026-with-real-cost-examples-153f16af208c

https://iffywhy.medium.com/what-is-chunking-in-rag-why-it-matters-top-5-strategies-you-should-know-bd3880ceb299

https://ai-engineering-trend.medium.com/red-hat-ai-brings-dspark-speculative-decoding-to-glm-5-2-doubling-inference-speed-aea7239abb2d

https://medium.com/adi-insights-innovations-collective/ai-update-july-3-2026-5-things-that-just-dropped-310ee432a6e6

https://medium.com/@jenwei0312/i-touched-a-model-config-and-fell-into-the-triton-basement-a72b128546ce

https://medium.com/@deandu/improving-ai-memory-retrieval-coverage-building-a-multi-angle-memory-retrieval-strategy-e91e261456e6

https://twitter.com/ejzim/status/2072692694036660517

https://github.com/lotus-data/lotus

https://medium.com/@Vamsi.annamreddy/why-production-ai-needs-structured-outputs-3c0a8273a640

https://medium.com/@amitg.b14/ship-to-production-with-confidence-add-human-approval-to-your-ci-cd-pipeline-using-aegmis-8be86b04a84f

https://medium.com/@arisyndata/your-data-warehouse-was-built-for-people-the-next-one-will-be-built-for-ai-46d683471254

https://keepfable.org

https://medium.com/@ensleytan/a-five-layer-cognitive-toolkit-for-llms-layer-2-patterns-6f951dc636e2