LLM News and Articles

https://medium.com/@ricgomez0001/the-directors-notes-f94a8acb5755

https://medium.com/@femi.eddy/separating-thought-from-answer-in-a-local-reasoning-model-302146f093fe

https://medium.com/@nasir.sotudeh/local-llm-runtime-optimization-notes-884e14dbe3c1

https://medium.com/@abuqitmirshirazalmadani/rlhf-and-model-bias-why-new-models-are-arrogant-f1e34a286486

https://missionlocal.org/2026/07/anthropic-sf-affordability-ipo-housing-evictions-rent/

https://medium.com/google-cloud/building-an-enterprise-brain-for-your-codebase-with-vertex-ai-search-894fffe423bb

https://medium.com/@paulhoke/building-your-first-multi-agent-team-a-step-by-step-guide-to-crewai-d148511b47a4

https://medium.com/@samiullah6799/a-practical-framework-for-choosing-the-right-large-language-model-for-your-product-816d220f37b3

https://medium.com/@aishwaryalonarkar/the-ai-harness-manifesto-what-exactly-is-an-ai-harness-and-why-every-ai-system-already-has-one-eb0b96485a64

https://medium.com/@universidadedosdados_60047/como-os-modelos-de-ia-s%C3%A3o-avaliados-a8758b4b7128

https://medium.com/@bergel/an-honest-confession-why-you-shouldnt-trust-your-ai-0ef59ca1dae8

https://medium.com/ai-simplified-in-plain-english/the-wallet-wall-the-collapse-of-the-stochastic-illusion-17d050454d7b

https://medium.com/@rashmi_73076/why-companies-are-moving-from-foundation-models-to-open-source-llms-a9e3d099fc3f

https://www.gilesthomas.com/2026/07/llm-parameter-counts

https://semgrep.dev/blog/2026/gpt-5-6-benchmarks-ai-code-security/

https://medium.com/@maya.andersson/comparing-two-eval-runs-by-their-average-pass-rate-is-the-wrong-test-16cd164a4a3b

https://medium.com/@sebuzdugan/pick-your-agent-framework-by-its-core-abstraction-not-the-leaderboard-b0f6a2bc1e34

https://medium.com/aegisops/the-ai-agent-trap-more-agents-better-systems-6aa3ae90030d

https://medium.com/@nichetraffickit/how-to-use-gpt-5-6-all-day-without-hitting-limits-5d20b3f78ff9

https://medium.com/@sai1004/why-your-ai-product-has-no-memory-and-why-thats-destroying-user-retention-938247376e8a

https://chsatyam.medium.com/mcp-explained-for-beginners-why-does-it-exist-if-we-already-have-apis-c8e10c4f2f36

https://medium.com/@karthikmulugu/the-hidden-architecture-inside-the-model-context-protocol-81c6dd560fd6

https://medium.com/@aishwaryalonarkar/the-ai-harness-manifesto-ai-doesnt-need-bigger-models-it-needs-better-harnesses-cf0949266353

https://chsatyam.medium.com/understanding-rag-retrieval-augmented-generation-a-beginner-friendly-guide-for-software-eb4e0d4a442a

https://sagarpatil2000.medium.com/architecting-agent-memory-the-6-layer-stack-and-its-governing-policies-sagar-patil-f5fd915494db

https://medium.com/data-science-collective/can-llms-discover-cause-and-effect-a-benchmark-against-bayesian-models-33ed35a26028

https://cobusgreyling.medium.com/in-consuming-intelligence-you-are-creating-intelligence-37e2ae6d7af4

https://www.theverge.com/tech/964843/apple-openai-lawsuit-wildest-claims

https://medium.com/@jessicasaini/how-llm-routing-actually-works-in-production-and-why-your-costs-didnt-drop-04c977e88683

https://medium.com/@TheTheoryOfCode/geoffrey-hinton-is-wrong-ai-is-not-conscious-the-maths-doesnt-support-this-51a0fd859215

https://medium.com/@ripudamanlko/nobody-told-you-what-reskilling-for-ai-actually-means-heres-the-honest-version-be1f27751dbb

https://medium.com/@akshay.thoolkar/tensor-splitter-distributing-llm-inference-across-consumer-hardware-627886bf1c44

https://medium.com/@elouazzani.amine_80529/why-coding-agents-lose-track-of-projects-568812de2b44

https://twitter.com/bridgemindai/status/2076632817811722700

https://twitter.com/sama/status/2075982617976230043

https://medium.com/@hancuize/paper-reading-notes-guided-by-gut-efficient-test-time-scaling-with-reinforced-intrinsic-57207e779cf4

https://medium.com/@hosivay/i-stopped-paying-chatgpt-to-do-work-a-local-ai-could-handle-61c80d90bfc3

https://medium.com/@midnightcoderagent/building-midnight-coder-a-local-first-ai-coding-agent-with-smartcontext-e7d2cc15d4fe

https://www.cnbc.com/2026/07/12/elon-musk-and-sam-altman-spar-.html

https://levelup.gitconnected.com/implementing-a-perceptron-from-scratch-e3ca97f8f0ea

https://levelup.gitconnected.com/i-built-the-perfect-ai-tutor-the-only-thing-that-worked-was-deleting-it-6e3a6ce0e466

https://blog.dataengineerthings.org/stop-prompting-claude-code-write-the-loop-that-prompts-it-39a5adb4eeff

https://levelup.gitconnected.com/is-rag-dead-in-the-age-of-million-token-context-windows-446a48a18dd6

https://medium.com/@sathiyajithbabusm/the-transformer-layer-by-layer-what-actually-happens-when-an-llm-reads-your-prompt-6e4aaf4ea565

https://medium.com/@yachikanand/dont-train-from-scratch-standing-on-imagenet-s-shoulders-a05602784c5a

https://medium.com/@drivkin_58746/your-model-is-only-as-reliable-as-its-weakest-loop-57995864d884

https://medium.com/@41x3n/my-retriever-was-an-llm-that-was-the-bug-31c19bad4b8b

https://github.com/openai/codex/issues/32806

https://medium.com/@basiliqbal2000/open-source-llms-in-2026-the-free-ai-models-everyone-will-be-using-while-youre-still-overpaying-cab207ee1492

https://thenorthkairo.medium.com/the-ai-memory-crisis-nobody-is-talking-about-13aa2975bb85

https://medium.com/@ananthkrishnakolli/deep-dive-into-llms-the-math-behind-the-magic-f7585c0e9b93

https://www.theregister.com/legal/2026/07/13/apple-accuses-openai-of-stealing-its-core-tech-secrets/5270256

https://medium.com/@prashant.sharma_2931/the-great-misconception-an-llm-wrapper-is-not-an-enterprise-ai-platform-4ae55f73b30c

https://medium.com/@xujingmodu/the-hidden-cost-of-ai-isnt-tokens-it-s-engineering-time-9fd4494620ab

https://medium.com/@marketing_8194/large-language-models-are-changing-infrastructure-design-936f6cbfbae4

https://medium.com/@shani829721/the-10-papers-that-built-the-modern-digital-world-from-turing-to-transformers-ec3abfaace03

https://medium.com/@sainsg333/the-future-of-enterprise-ai-0fd348e60ee6

https://vizuara.medium.com/what-exactly-is-speculative-decoding-15b57463691e

https://www.vincentschmalbach.com/fable-july-19-extension/

https://generativeai.pub/your-llm-isnt-thinking-it-s-an-engineer-pulling-weights-at-10-000-tokens-per-second-49af4a386e07

https://generativeai.pub/the-rag-complexity-trap-do-more-components-actually-improve-retrieval-performance-61f9a611a9c8

https://medium.com/@rytsenselifestylellp/top-ai-company-in-india-rytsense-technologies-eceb5a01974a

https://generativeai.pub/the-developers-guide-to-testing-llm-apps-before-production-2df821d264d6

https://medium.com/@ijhrecto/my-news-pipeline-told-me-to-buy-a-ram-and-gpu-now-before-ai-demand-makes-the-shortage-worse-7b058766486f

https://medium.com/@masonpatrick.600/how-to-identify-and-test-prompt-injection-flaws-in-local-llama-3-2-deployments-f3f111d0968a

https://medium.com/@diogofcul/test-your-agents-routing-changes-before-they-hit-production-7273af0f04af

https://github.com/autopost/llm-mock

https://medium.com/@shibtasam/the-complete-guide-to-how-llms-work-and-what-makes-each-model-different-1fdcbfea433d

https://medium.com/@kweera2005/from-rnns-to-transformers-the-mental-model-that-made-it-click-4db852ce6ee6

https://medium.com/@Kavishka2002/rag-retrieval-augmented-generation-72e2e4136690

https://www.marktechpost.com/2026/07/13/stanford-researchers-introduce-trace/

https://raymyers.org/post/zed-creator-calls-spade-a-spade/

https://github.com/tamnd/tomo-labs/blob/main/docs/content/experiments/2026/07/13/14-55-dynaconf-doors-closed-lessons-for-tomo.md

https://thatwarellp.medium.com/llm-seo-for-technology-companies-the-complete-2026-guide-f1dd8c8c79fb

https://blog.stackademic.com/detecting-objects-from-prompts-with-grounding-dino-bc2156a1542b

https://medium.com/ai-simplified-in-plain-english/the-architecture-of-permanence-a-paradigm-shift-to-deterministic-agi-8e968b12a936

https://ai-engineering-trend.medium.com/microsoft-ceo-satya-nadellas-new-essay-the-reverse-information-paradox-9673502c6103

https://sanjeev16.medium.com/i-asked-an-ai-a-simple-question-about-tokens-it-turned-into-a-rabbit-hole-e2943034b963

https://medium.com/@yashwant.deshmukh23/ai-agent-architecture-how-ai-agents-actually-work-e7bf8e1d148d

https://medium.com/@himanshuai/the-complete-lifecycle-of-production-llm-systems-5349adf86f20

https://medium.com/@seyyahyaman/the-history-of-ai-models-part-3-727db9b22bc9

https://blog.stackademic.com/what-i-got-wrong-about-rag-when-i-started-learning-it-cdae986e3416

https://medium.com/@mekuriatiglu/the-blessing-of-open-source-llms-for-resource-limited-environments-863eb5664c9c

https://pub.towardsai.net/fable-5-beats-gpt-5-6-by-15-7-points-devs-are-quitting-claude-code-for-codex-anyway-c881e2fdc9a0

https://medium.com/data-science-collective/claude-fable-5-why-anthropic-extended-it-twice-in-five-days-d6a89f6ba019

https://medium.com/@wallace.adam13/ai-safety-has-a-blind-spot-a-behavioral-safety-evaluation-framework-for-conversational-ai-2b4b385b48b6

https://darshankacharedev.medium.com/the-complete-ai-model-guide-2026-which-ai-model-should-you-use-for-every-task-d96d1ec464d8

https://satyajeet-bansode.medium.com/stop-fine-tuning-everything-use-rag-instead-and-when-not-to-a555d482aeca

https://medium.com/@msopsai/ai-service-desk-automation-the-future-of-itsm-and-business-operations-558e7388f4e9

https://medium.com/@reedyt22/llms-as-a-librarian-0e406bf8b9c1

https://medium.com/@18307916767/we-spent-6-months-studying-ai-search-engines-what-we-found-scared-us-into-building-a-product-7af23a80d8a8

https://kitasanio.medium.com/ninety-seven-percent-of-llms-txt-files-were-never-read-84bd1ef469e6

https://medium.com/@blackboxdiaries/from-ai-dependent-to-ai-fluent-how-i-reclaimed-my-creative-confidence-c6c7fd4d7bf2

https://medium.com/@yamini-nlp/medical-ai-gets-the-number-right-and-the-question-wrong-fa1379c61f1f

https://swarnenduiitb2020i.medium.com/every-regularised-model-you-have-ever-trained-is-secretly-solving-a-constrained-optimisation-1ee2e36e938f

https://techaiguild.aibucket.org/is-this-the-great-ai-pivot-owning-vs-renting-your-models-86bbeaea4720

https://skphd.medium.com/top-30-fastapi-interview-questions-and-answers-6553e323715e

https://medium.com/@raymondsquared/ai-model-nuance-lost-in-the-middle-de4f4a6b9c00

https://chierhu.medium.com/end-to-end-model-behavior-projects-in-llm-development-3891a93ba6db

https://medium.com/@danliebke/large-language-models-2d9edf81978f