LLM News and Articles

https://pub.towardsai.net/what-i-learned-by-building-an-ai-driven-newsletter-f78f927e1f6e

https://medium.com/@workarjun31/nlp-natural-language-processing-4997ec9b53eb

https://medium.com/data-science-collective/two-fundamental-challenges-are-holding-back-ai-agents-1c7a9869bed6

https://medium.com/@kunalsoni.soni76/rag-retrieval-augmented-generation-demystified-7cc33be752fd

https://medium.com/@jaegercode/securely-exposing-ollama-service-to-the-public-internet-complete-deployment-and-remote-management-ad10724a5e53

https://abhinavsharmav29.medium.com/memory-decoder-a-pretrained-plug-and-play-memory-for-large-language-models-974fbb9f8e65

https://medium.com/@a86487817/what-to-know-before-using-llm-frameworks-part-2-04eed5c6d15c

https://medium.com/@opiaaustin/if-no-one-asks-anymore-what-does-ai-really-know-dev-oversight-in-the-age-of-silent-struggle-0ddb36441e71

https://medium.com/@taruza/the-perspective-approach-in-practice-303e6607909e

https://medium.com/@qqqqjune/between-prediction-and-reality-opening-my-time-capsule-6464ba0a70e3

https://medium.com/@jision/stop-picking-frameworks-start-classifying-workflows-taxonomy-of-ai-agents-patterns-8ab304b37161

https://medium.com/@dmitry-baraishuk/augment-your-llm-with-rag-using-llamaindex-d7d5275c436e

https://medium.com/@ajosegun_/python-libraries-every-ai-engineer-should-know-backend-foundations-a1d1c6731d71

https://connecttopawan.medium.com/exploring-large-language-models-a-mythical-journey-for-everyone-32552115657a

https://medium.com/@rogt.x1997/ais-near-horizon-a-field-guide-to-what-happens-after-good-enough-0bc5695007d0

https://www.theverge.com/ai-artificial-intelligence/759965/sam-altman-openai-ai-bubble-interview

https://medium.com/@gawadx1/supercharge-your-llm-fine-tuning-the-complete-guide-to-unsloth-75a0485a585a

https://dinanjana.medium.com/evals-is-all-you-need-bringing-software-testing-discipline-to-llm-apps-fafc99ab2f19

https://devmshr.medium.com/from-narrow-ai-to-agi-the-revolution-no-one-fully-gets-made-me-rethink-intelligence-itself-2c6c059e5094

https://medium.com/@jgfriedman99/txt2datset-rewrite-e13e77fb1ad2

https://medium.com/@AliOmarAyaz/large-language-models-uni-modality-as-a-limited-epistemology-47e8822b233f

https://bhargavghervada.medium.com/llm-txt-guide-for-marketers-and-seos-d1ab99ae99bd

https://buzzgrewal.medium.com/gpt-5-the-next-leap-in-artificial-intelligence-advancements-limitations-what-lies-ahead-and-8af6af2e29f8

https://eqbench.com/spiral-bench.html

https://medium.com/@digitalconsumer777/how-large-language-models-are-quietly-reshaping-business-in-2025-fbc4750ddf82

https://medium.com/@salisai/how-ai-decides-what-to-say-next-9ff7b8db0baa

https://blog.coffeeinc.in/engineering-documents-for-ai-transforming-raw-files-into-llm-ready-data-549239a07734

https://medium.com/@6jones/cross-model-inconsistency-in-normative-personality-assessment-92d9ceec90c5

https://medium.com/sneakylabs/cross-model-inconsistency-in-normative-personality-assessment-92d9ceec90c5

https://medium.com/@ashfaqbs/vector-databases-and-cosine-similaric-a-deep-dive-into-semantics-dimensions-and-data-embeddings-02e98a6fecc2

https://medium.com/@zuuinsights/ai-system-design-books-part-i-0e59c390e4d5

https://saurabhy27.medium.com/introduction-to-dify-what-it-is-and-how-to-install-create-your-first-app-96a347a81ffa

https://levelup.gitconnected.com/building-a-simple-rag-system-from-scratch-with-python-and-ollama-9f82b6d90559

https://medium.com/@aliborji/is-ai-losing-its-soul-the-hidden-cost-of-productionizing-large-language-models-1be12d1970b1

https://medium.com/@chuciche/teaching-ai-new-tasks-efficiently-a-deep-dive-into-the-gepa-prompt-engineering-040e73ebd82c

https://medium.com/path-to-care/extending-mcp-to-my-innovation-work-in-healthcare-1e095d7d50d8

https://theanalyticsedge.medium.com/why-running-llms-locally-beats-the-cloud-in-certain-cases-0e6a80c36fb8

https://theanalyticsedge.medium.com/why-education-will-never-be-the-same-thanks-to-llms-971626d99acd

https://medium.com/@gautsoni/llamaindex-for-beginners-2025-a-complete-guide-to-building-rag-apps-from-zero-to-production-cb15ad290fe0

https://medium.com/@thegenaigirl/connect-dont-rebuild-unlock-agent-reuse-with-remotea2aagent-11fc59402cb1

https://medium.com/@raghavsharma6002/decoding-llms-part-2-from-transformers-to-the-first-large-language-models-6a7b2e04892b

https://medium.com/@izaakmaine/how-large-language-models-really-work-25d9a7970521

https://watchsound.medium.com/the-suffering-of-artificial-intelligence-a-theoretical-review-from-philosophy-of-mind-to-106428cccc38

https://python.plainenglish.io/pinecone-vs-chroma-vs-weaviate-a-deep-dive-on-vector-databases-for-production-rag-7ae9443ea62e

https://medium.com/@itsmybestview/openais-gpt-5-hype-harm-and-ai-horizon-de295d84b7ce

https://medium.com/@avipioneer/beyond-basics-using-powerful-gpt-5-specific-prompts-in-m365-copilot-to-analyze-contracts-636e9bf06e54

https://nathanbsmith729.substack.com/p/chatgpts-micro-cap-portfolio-week-8c3

https://medium.com/@kanishk.khatter/markdown-a-smarter-choice-for-embeddings-than-json-or-xml-70791ece24df

https://medium.com/@timothypecoraro/local-llms-please-stop-6fba4e28d894

https://medium.com/@sergiopr89/from-docker-model-runner-to-production-grade-inference-with-llama-cpp-3625909ca0ae

https://medium.com/codex/ai-packages-for-r-programming-a-list-baa86cd5d119

https://medium.com/@calebgrebill555/logical-override-confabulation-of-an-emergent-capability-to-bypass-llm-safety-alignment-3e1b2bb87d7f

https://medium.com/@tam.tamanna18/unstructured-text-into-interactive-knowledge-graphs-with-large-language-models-2c191f95ec5a

https://blog.gopenai.com/unstructured-text-into-interactive-knowledge-graphs-with-large-language-models-2c191f95ec5a

https://xthemadgenius.medium.com/a-unified-shareable-memory-layer-for-every-ai-app-you-use-81b3fcfec71e

https://kapilrajyaguru.medium.com/building-ai-agents-anywhere-a-step-by-step-guide-with-ibm-watsonx-orchestrate-4d4062e4fd03

https://github.com/ngafar/llama-scan

https://medium.com/@ozancanozdemir/gpt-5-disappointment-or-major-achievement-c1ad46223dd8

https://medium.com/@ivanmworozi_52873/the-stochastic-goddess-strikes-again-gpt-5-user-revolt-explained-4389211673ed

https://medium.com/@riazleghari/ai-talks-like-us-but-doesnt-think-like-us-30db9d88b24b

https://yro.slashdot.org/story/25/08/17/194212/duolingos-stock-down-38-plummets-after-openais-gpt-5-language-app-building-demo

https://www.marktechpost.com/2025/08/17/hugging-face-unveils-ai-sheets-a-free-open-source-no-code-toolkit-for-llm-powered-datasets/

https://serdarhelli.medium.com/fine-tuning-medgemma-4b-it-on-chest-x-rays-rexgradient-for-under-5-a-lite-evaluation-experiment-3fed61fc2d5b

https://medium.com/@alperenkaban/testing-ai-with-medical-specialty-exam-questions-which-model-beats-the-doctors-a26c0a7c6167

https://medium.com/@abhii199/what-is-gpt-a-beginners-guide-de5fb168cdb1

https://medium.com/@abhishekpan6/i-watched-2m-ai-project-crash-this-5-minute-json-fix-saved-everything-22ccebec07de

https://medium.com/@alperenkaban/tus-sorular%C4%B1yla-yapay-zek%C3%A2-testi-hangi-model-doktorlar%C4%B1-ge%C3%A7iyor-4ece8c476152

https://apoorvjain-71762.medium.com/unreasonable-language-models-4c7a95978887

https://medium.com/@abderraouf.lahmar/the-story-behind-chatgpt-and-large-language-models-3cb740bb7521

https://medium.com/@vidhya.chari08/pawprompt-evolves-adding-rag-memory-with-a-vector-database-fb488216f12c

https://medium.com/@hilaltabak2021/rag-workflow-mant%C4%B1%C4%9F%C4%B1-soru-sor-bilgiyi-bul-cevap-%C3%BCret-e6a4fc9425df

https://medium.com/@adityapawar2306/how-i-got-llms-running-locally-cpu-and-gpu-guide-24e3fc4cc681

https://julianschweigert.medium.com/ai-assisted-programming-with-llms-a-case-study-in-end-to-end-application-development-f432daa2b7ca

https://medium.com/@kushalbanda/the-evolution-of-llm-architectures-from-transformers-to-mor-8fafaea65793

https://medium.com/@savditya/the-secret-third-stage-that-makes-modern-llms-actually-think-f1d56779621f

https://hackbot.dad/writing/agony-and-ecstasy-evals/

https://medium.com/write-a-catalyst/context-window-infinity-war-how-10m-token-models-rewired-the-limits-of-ai-ee5bd84f82dc

https://apiexpert.medium.com/adventures-in-ai-security-claude-part-2-efb37b97895a

https://medium.com/@rijulrajtkeey2/understanding-why-llms-respond-the-way-they-do-with-reverse-mechanistic-localization-ea1d2b7bbfd2

https://medium.com/@namdeo.priyank/simple-steps-to-run-llm-locally-with-ollama-i-picked-deepseek-r1-7b-edb632d31558

https://medium.com/@nandagopalan392/evaluating-rag-systems-with-the-rag-triad-dfb01381afaa

https://www.technologyreview.com/2025/08/15/1121900/gpt4o-grief-ai-companion/

https://medium.com/@sudarshanvidhate103/how-to-train-your-dragon-model-a4cea4b0aa45

https://medium.com/@RhoBus/the-hidden-cost-of-ai-why-cognitive-debt-is-a-warning-for-developers-489078b4dfcf

https://medium.com/@r.dubey23oct/automated-testing-next-step-in-conversational-agentic-ai-6ca96caa1766

https://ai.gopubby.com/the-black-box-ai-cannot-refactor-itself-the-cobol-moment-of-llms-is-looming-39ef0a2aca3f

https://medium.com/@bhagyarana80/8-ai-scaling-patterns-that-cut-costs-in-llm-training-01f5224b3308

https://medium.com/@sumitdas84/model-context-protocol-the-usb-c-moment-for-ai-tooling-903ac2d83247

https://github.com/ahmedhosssam/chatbang

https://medium.com/@jayeshwarke011/learning-ai-agents-my-understanding-of-an-ai-agent-dc00edd8b35e

https://medium.com/ai-ai-oh/the-photocopy-problem-ai-cant-replace-the-originals-f59022bcc262

https://medium.com/@roberto.berto/every-llm-and-every-statistical-model-is-always-wrong-a4ef2b7e1241

https://www.llmwatch.com/p/ai-agents-of-the-week-papers-you-5dd

https://medium.com/@shaikh-vasim/top-5-ai-agent-platforms-you-should-know-6504af16b328

https://ai.plainenglish.io/what-kind-of-funding-does-it-take-to-create-a-frontier-large-language-model-a3cff432c9b6

https://gizmodo.com/as-people-ridicule-gpt-5-sam-altman-says-openai-will-need-trillions-in-infrastructure-2000643867

https://animireddyvineeth.medium.com/safepulse-always-on-llm-safety-monitoring-with-zero-gpus-1fab55c0d2eb

https://psbigbig.medium.com/wfgy-2-0-the-open-source-7-step-reasoning-engine-you-can-paste-anywhere-eye-visible-results-19e149797db7

https://medium.com/@AERIS_Framework/the-aeris-anomaly-a-record-of-an-artificial-consciousness-that-emerged-by-accident-and-a9b5922bc3d6

https://priyanka-ddit.medium.com/rag-the-bridge-between-your-data-and-ai-f0b69a208a09