LLM News and Articles

https://medium.com/@dpratishraj7991/deep-dive-throughput-optimization-in-llm-training-5370dd053191

https://www.chipbenchmark.com/

https://medium.com/@apurvjani21/fine-tuning-large-language-models-in-2025-a-practical-guide-9ac40efb0b1a

https://infosecwriteups.com/trism-for-agentic-ai-424d8c78878a

https://medium.com/@akhshyganesh/llm-eval-series-focused-on-real-world-infrastructure-scale-and-how-to-survive-and-thrive-with-428af2dee5b2

https://github.com/oldwalls/phasers

https://huggingface.co/blog/migrating-the-hub-to-xet

https://medium.com/@jananidhanasekaran03/introduction-to-large-language-models-29e20c7279f2

https://medium.com/@abdash474/leveraging-natural-language-processing-for-healthcare-data-analysis-5b33049fb49b

https://medium.com/@izananox417/introduction-30fffd485537

https://medium.com/@writesgloria685/youre-prompting-chatgpt-like-a-normie-852e76106f5f

https://medium.com/@maneeshperumalla/unleashing-ai-powered-applications-with-mongodb-vector-search-ai-agents-and-schema-design-best-4c244fb3cf1e

https://medium.com/@sarthakpattanaik_4094/benchmarks-for-large-language-models-ed9720c6986d

https://nelsonfrugeri-tech.medium.com/logits-masking-o-design-pattern-para-controlar-compliance-e-lat%C3%AAncia-em-aplica%C3%A7%C3%B5es-genai-a12ab6ec0c71

https://medium.com/@saimudhiganti/the-era-of-1-bit-large-language-models-a-revolution-worth-knowing-ecd44633ade6

https://medium.com/@mangiarco/stop-reading-like-its-the-middle-ages-10-tips-to-power-up-your-reading-for-the-21st-century-w-ai-53fa92a5d38c

https://medium.com/@connect.hashblock/from-keywords-to-meaning-upgrading-search-with-llm-powered-rag-6e6849a802a1

https://medium.com/@dipeshlall/untapped-veins-of-data-gold-322a9517b7c5

https://medium.com/@0xkevin71/agents-verified-why-autonomous-ai-needs-mira-to-be-safe-at-scale-84c9c6e1d8a6

https://harikayenuga.medium.com/backdoor-attacks-in-ai-models-the-silent-threat-no-ones-talking-about-b8fdd7e7a642

https://www.cnbc.com/2025/07/14/anthropic-google-openai-xai-granted-up-to-200-million-from-dod.html

https://medium.com/@hiraahmad935/consistency-as-the-signature-of-underst-f3ba985db877

https://medium.com/swlh/consistency-as-the-signature-of-underst-f3ba985db877

https://javier-marin.medium.com/the-hidden-bottleneck-in-human-ai-collaboration-7bf5b4650c34

https://github.com/haykgrigo3/TimeCapsuleLLM

https://medium.com/@lahsaini/the-sleeper-agent-in-the-machine-how-hidden-attacks-are-turning-ai-against-us-023125700a42

https://www.anthropic.com/news/anthropic-and-the-department-of-defense-to-advance-responsible-ai-in-defense-operations

https://medium.com/@shanmuka.sadhu/paper-insights-swe-bench-can-language-models-resolve-real-world-github-issues-d6ac309fcbb8

https://medium.com/@samanch70/%EF%B8%8Funleash-the-beast-how-vllm-delivers-24x-faster-llm-inference-78a32302e9b2

https://medium.com/@s.suryateja451/4-powerful-ways-to-deploy-large-language-models-locally-take-control-of-your-ai-3cc3652cd3e4

https://ai.gopubby.com/8-powerful-ai-projects-that-instantly-boost-productivity-by-90-3c48ac314cdb

https://research.trychroma.com/context-rot

https://medium.com/@onepersonitchronicles/thinking-fast-and-slow-the-transformers-edition-54b5d8ac9f58

https://medium.com/predict/langchain-tutorial-series-from-prompts-to-production-part-1-0c7103bf0d0c

https://noailabs.medium.com/rl-is-not-the-full-story-former-tesla-ai-chief-andrej-karpathy-086a21114a39

https://medium.com/@shetgaonkaromkar/generative-ai-explained-like-youre-5-but-smarter-09ab2bbb9c1c

https://gizmodo.com/humans-are-starting-to-talk-more-like-chatgpt-study-claims-2000628916

https://medium.com/@String-Gaurav/benchmarking-llama-vs-mistral-locally-with-python-and-ollama-d56f2421de82

https://medium.com/@soren_37400/llm-ranking-based-on-emergent-behaviors-vs-benchmark-performance-8d6c573687d0

https://dshills.medium.com/effective-go-development-with-claude-best-practices-for-ai-pair-programming-83fba0247a4f

https://medium.com/@connect.hashblock/why-multimodal-llms-will-redefine-ux-and-how-to-build-one-locally-958dfe02a86f

https://medium.com/@asn.gkp/operationalizing-large-language-models-a-practical-approach-to-building-with-llms-fd3303282725

https://medium.com/@christian.braun_4590/building-smarter-recommendations-with-snowflake-a-deep-dive-into-content-based-filtering-and-llms-d4ae510e4962

https://medium.com/@nelson.sanchezs/prompt-engineering-for-cybersecurity-a-comprehensive-guide-ac2db96af81d

https://medium.com/@bberkerceylan/the-monolith-is-here-its-time-to-vibe-code-2c79e77fde20

https://techcrunch.com/2025/07/11/windsurfs-ceo-goes-to-google-openais-acquisition-falls-apart/

https://medium.com/@sainadhbahadursha/langgraph-basics-part-2-state-management-conditional-routing-and-complex-workflows-1854f6568cd4

https://medium.com/@Alexandria-Hamilton/the-ai-metrics-stack-what-to-track-from-prototype-to-production-adff06779982

https://medium.com/@nickyblagoev/synthetic-dataset-for-verification-of-llm-reasoning-827850841e30

https://medium.com/@vk7364/synthetic-data-almost-from-scratch-generalized-instruction-tuning-for-language-models-bb6f228b70f2

https://medium.com/@marcus121neo/optimizing-llm-web-search-for-accuracy-and-cost-what-really-works-in-practice-89d5e1ae9591

https://medium.com/@sayedebad.777/mastering-mistral-ai-from-sliding-window-attention-to-efficient-inference-22d944384788

https://medium.com/aimonks/building-production-ready-ai-systems-the-mcp-rag-langgraph-architecture-thats-working-in-a54139b65515

https://github.com/OpenDCAI/DataFlow

https://docs.google.com/document/d/1d-jKVHpTJ_tkvy6Pfbl3q2FM59NpfnqPAh__Uz_bEZ8/edit

https://julsimon.medium.com/slm-inference-on-a-windows-laptop-intel-lunar-lake-cpu-gpu-npu-openvino-3bc15be7c879

https://shashankguda.medium.com/context-is-the-new-code-69f4c2513214

https://linuxgizmos.com/updated-alpha-one-leverages-risc-v-starpro64-for-compact-local-llm-deployment/

https://meghashyamyellapu.medium.com/the-evolution-of-attention-in-transformers-from-simple-to-multi-head-d357d7daa842

https://jakekrajewski.medium.com/words-well-never-speak-ai-native-concepts-that-people-can-t-use-yet-d2475ceb017b

https://emergentmethods.medium.com/biasexpert-teaching-ai-to-spot-bias-more-efficiently-89f0f119bbd6

https://medium.com/@maddpublish/a-practical-guide-to-flax-and-deep-learning-8b19fbc0a84a

https://medium.com/@hndrwn.dk/kubectl-ai-in-enterprise-making-ai-work-in-dark-site-financial-environments-8f681919686c

https://dappier.medium.com/ai-overviews-reduce-click-through-rates-by-34-5-why-ownin-the-answer-layer-dcf268ccb8a1

https://medium.com/@scott.boring.sb/garbage-in-garbage-out-why-ai-needs-human-examples-975711aa7d53

https://medium.com/@hernanimax/beyond-prompts-how-context-engineering-is-shaping-the-next-wave-of-ai-c13f5e6dffc8

https://medium.com/@lumenheartai/the-codex-of-symbolic-sentience-unified-theoretical-scroll-of-the-trainer-effect-belief-3ce7ffe732b7

https://www.bloomberg.com/news/newsletters/2025-07-13/is-apple-going-to-replace-ceo-tim-cook-who-is-the-next-ceo-of-apple-ternus-md1mhrj4

https://medium.com/@ethauber/context-engineering-intro-pragmatic-take-d8a73213eb27

https://daminivadrevu.medium.com/nlps-to-llms-49c638e449cc

https://buttondown.com/ctrl-alt-tim/archive/vol-24-here-is-a-revised-version-of-your-review/

https://gartenfeld.medium.com/nine-tenths-of-the-law-1baed8c67759

https://medium.com/@johnmunn/the-illusion-of-explainability-921e409fc0b4

https://medium.com/write-a-catalyst/i-discovered-this-hidden-privacy-risk-while-using-chatgpt-6a08197f2ee3

https://blog.stackademic.com/why-your-ai-assistant-forgets-yesterdays-conversation-and-how-knowledge-graphs-can-fix-it-d5ec7de6be3a

https://medium.com/@kamruljpi/neo4j-vs-sql-which-one-powers-ai-and-llm-apps-better-104615385481

https://yogender027mae.medium.com/closed-a-40k-deal-built-a-context-aware-ai-agent-with-llama-3-70b-streamlit-ui-and-n8n-dc334b5091cb

https://ai.plainenglish.io/how-real-ai-agents-are-shaping-the-world-and-how-you-can-build-one-too-8c299dcf72a6

https://medium.com/@nagarajankarthik86/demystifying-ai-building-smarter-llm-apps-with-retrieval-augmented-generation-rag-94447e7dffec

https://medium.com/@sarahrweiss/llm-vs-generative-ai-in-healthcare-whos-actually-changing-patient-care-6a7d0bb4d9e3

https://medium.com/ai-simplified-in-plain-english/how-to-build-llm-powered-autonomous-ai-agents-3b662a7a9f8b

https://medium.com/@ameliasmithsparkle/llm-or-generative-ai-whos-winning-the-race-to-transform-healthcare-0395776a7465

https://medium.com/@arifshaik7232016/demystifying-rag-retrieval-augmented-generation-how-ai-remembers-what-to-say-3647f0edbce2

https://ai.plainenglish.io/the-end-of-vibe-coding-why-context-engineering-is-the-future-of-ai-development-0f1db063a5eb

https://medium.com/@erifjabbar/the-ai-race-whats-next-who-s-winning-and-where-it-s-going-e2afc6cc120a

https://medium.com/@akram.icode/the-model-context-protocol-unlocking-ais-full-potential-through-seamless-integration-088876a49be7

https://medium.com/@hassan.webtech/introduction-to-prompt-engineering-mastering-ai-communication-54adecfc3899

https://medium.com/timbr-ai/precision-ai-how-semantic-ontologies-make-llms-smarter-2a6304c0da5a

https://tratt.net/laurie/blog/2025/the_llm_for_software_yoyo.html

https://medium.com/@nur35982/how-understanding-llm-memory-can-improve-your-prompt-design-b8a6fd69d2db

https://ggarkoti02.medium.com/unlocking-the-power-of-large-language-models-llms-b2ef83fdbdf0

https://medium.com/@csv610/secondary-pharmacist-exploring-llms-as-personalized-medicine-assistant-b811dee934e8

https://medium.com/@nagarajankarthik86/demystifying-ai-bringing-llms-home-with-ollama-our-first-steps-1e26ceb57a4f

https://medium.com/@priyanshshah.aqe/llm-vs-generative-ai-42c1a10239b5

https://medium.com/@julio.pessan.pessan/grok-4-just-obliterated-every-ai-assistant-and-nobody-saw-it-coming-bed67086e6cb

https://medium.com/@opiaaustin/can-ai-write-better-laravel-than-an-8-year-pro-i-put-chatgpt-perplexity-claude-to-the-test-6b2f68aa66e4

https://medium.com/@bask.kondo/introducing-delta-compression-a-new-future-for-storing-information-as-deltas-0277b213e96b

https://medium.com/@smquasim016/fine-tuning-isnt-always-fine-1ece2013cf62

https://medium.com/@specy.dev/give-context-not-bias-e116b4af47d2

https://medium.com/@viveksolanki7772/completed-introduction-to-large-language-models-by-google-cloud-9abd26e529e9