LLM News and Articles

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://huggingface.co/blog/mcp-for-research

https://huggingface.co/blog/kernel-builder

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://github.com/geminimir/promptproof-action

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://www.businessinsider.com/china-openai-open-weight-model-gpt-oss-ai-race-2025-8

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://www.archgw.com/blogs/detecting-hallucinations-in-llm-function-calling-with-entropy-part-2

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

https://nishant-mishra.medium.com/the-emperors-new-code-when-vibe-coding-meets-reality-e388775069de

https://medium.com/@rrrrdeckard/why-scaling-creates-out-of-nowhere-jumps-a-threshold-model-of-integration-and-self-reference-4c81a3d865d5

https://wire.insiderfinance.io/build-an-ai-trader-how-llms-are-learning-to-trade-with-reinforcement-learning-2a516405d9bf

https://mrmaheshrajput.medium.com/ai-engineers-guide-to-model-context-protocol-mcp-a6559586acea

https://medium.com/@ajarkas/if-you-know-python-ai-agents-are-simple-from-scratch-3199eea5e43c

https://medium.com/@anabelgonzalez27/robots-txt-explained-manage-crawlers-and-boost-seo-3a8f045ae248

https://medium.com/@goingfractional/the-2-hour-software-or-vendor-engagement-research-task-in-15-minutes-c54fdb3b1b5d

https://medium.com/@shibaji005/how-to-debias-llms-using-representational-engineering-a-hands-on-walkthrough-160fdde9b760

https://medium.com/@honzabit/vibe-coding-and-the-illusion-of-effortless-software-3a43293e8f3f

https://medium.com/@tam.tamanna18/decoding-gpt-5s-limits-in-tackling-tough-tasks-753d2504ef82

https://medium.com/@danushidk507/reinforcement-learning-from-human-feedback-rlhf-c5ad903f0705

https://christiangrech.medium.com/a-data-scientists-guide-to-nvidia-s-new-llama-nemotron-vlm-dataset-v1-5f48b3ad775d

https://xbow.com/blog/gpt-5

https://call518.medium.com/mcp-airflow-api-a-model-context-protocol-mcp-server-for-apache-airflow-5dfdfb22cdcc

https://medium.com/@gilbertofp16/secure-genai-for-enterprises-comparing-self-hosted-and-commercial-llms-5e80ba5c0f35

https://medium.com/@maruthiprithivirajan/context-yours-theirs-part-2-36501a9fb428

https://medium.com/htx-dsai/how-we-talk-generating-singaporean-conversations-54aea9b6892b

https://medium.com/@ayeshgk/why-we-are-still-far-from-agi-c0cbb9cd68e7

https://medium.com/@pranavgupta483/stop-thinking-only-about-inference-context-engineering-begins-earlier-bf9befaea5dc

https://medium.com/@scholarly360/from-zero-to-vertex-ai-invoke-gemini-using-cloud-run-functions-25fcb49628b9

https://medium.com/@hackerart/language-models-and-computer-security-an-in-depth-analysis-with-practical-examples-c66d5452656c

https://medium.com/@itsme_rahul/android-phone-running-gemma-3-270m-in-llama-cpp-for-tiny-sentiment-tasks-6dbf76e1f034

https://the-decoder.com/openais-o3-model-outperforms-the-newer-gpt-5-model-on-complex-multi-app-office-tasks/

https://medium.com/@budhasree-m/the-ai-restaurant-where-every-engineer-has-a-role-24f6c2d86712

https://medium.com/@scholarly360/how-to-use-langextract-for-m-a-extractions-c0afdb75d931

https://medium.com/ai-simplified-in-plain-english/fine-tuning-llama-3-on-colab-tpus-a-deep-dive-into-efficient-language-model-adaptation-dcdaa5857ecb

https://blog.gopenai.com/langchain-contract-testing-qa-quick-guide-ed9222491adb

https://medium.com/@LLMImplementation/ai-engineering-vs-ml-engineering-the-new-rules-for-building-in-2025-efc92cd7cddc

https://www.cnbc.com/2025/08/15/openai-6-billion-stock-500-billion-valuation.html

https://medium.com/write-a-catalyst/llms-at-a-crossroads-cost-collapse-or-quality-compromise-9203b97ac83f

https://medium.com/@nvarshney97/all-rise-for-the-honorable-llm-a-deep-dive-into-the-llm-as-a-judge-paradigm-b763270e1600

https://medium.com/@mandeep0405/ppo-dpo-grpo-reinforcement-learning-techniques-for-training-llms-193459ffc14e

https://python.plainenglish.io/you-cant-have-ai-without-good-ol-software-1fe9cd1b2990

https://medium.com/@a392513/the-thin-line-a-cognitive-mirage-humans-confronting-ai-cdbe5a5340d6

https://nir-choubey-2011.medium.com/clickfix-the-ai-way-manipulating-agents-462a4aef95f4

https://medium.com/@furkan-1337/yapay-zek%C3%A2n%C4%B1n-evrimi-ge%C3%A7mi%C5%9Fi-bug%C3%BCn%C3%BC-ve-gelece%C4%9Fi-6a877d8dfff3