LLM News and Articles

https://medium.com/@ramancode4life/the-hidden-science-behind-ai-agents-lessons-from-building-production-systems-e54290c1a813

https://medium.com/@naor.sg/managing-llm-randomness-a-beginners-guide-to-temperature-top-p-and-seed-b3af2e324ad2

https://medium.com/@anil.goyal0057/supercharging-llms-combining-mcp-custom-and-inbuilt-tools-in-a-single-langchain-workflow-3f65130b3c1e

https://julsimon.medium.com/deploy-arcee-afm-4-5b-on-arm-based-aws-graviton4-with-llama-cpp-ca44403ca442

https://a-vijaysrinivas.medium.com/thinking-fast-and-slow-ai-604edbce8264

https://medium.com/data-science-in-your-pocket/qwen3-coder-flash-the-qwen3-coder-30b-a3b-instruct-model-architecture-components-and-code-7c5a0ffd8a57

https://dataconomy.com/2025/07/31/chatgpt-conversations-are-showing-up-in-google-search/

https://ai.plainenglish.io/so-you-wanna-build-llms-for-software-testing-0c8e45495323

https://medium.com/@muhilvarnan.v/how-to-connect-your-local-mcp-server-with-claude-desktop-22162b6d7648

https://learnoci.cloud/how-to-leverage-the-power-of-oci-services-using-restapis-and-vibe-coding-part-1-1b2ce7611f9c

https://medium.com/@servifyspheresolutions/the-rise-of-small-language-models-slms-why-smaller-is-the-new-smarter-in-ai-c5ca01940a31

https://medium.com/@blasterth87/making-a-card-game-with-ai-week-1-ff7424152add

https://medium.com/@penligent/meet-the-new-wave-of-ai-native-security-innovators-44dff67cf482

https://medium.com/@penligent/penligent-ai-unveiling-the-shocking-power-and-challenges-of-llm-based-penetration-testing-2aefb4a2635e

https://angshuman44.medium.com/what-they-dont-tell-you-about-building-genai-apps-until-you-try-to-scale-bedb9dd02012

https://medium.com/@1200km/the-20x-employee-a-strategic-framework-for-unlocking-hyper-productivity-with-artificial-8f49cde95a25

https://medium.com/@sergey_9489/why-were-failing-to-train-the-ai-talent-we-desperately-need-2f5d96aa01e5

https://medium.com/@hadiyolworld007/serving-500-models-concurrently-with-cpu-fallbacks-that-work-e07fa099d6d2

https://medium.com/@bitautor.de/daily-ai-news-roundup-august-1-2025-c263b0aa26ec

https://medium.com/@Dimension-Zero/why-ai-will-never-have-a-soul-a-meta-physical-rebuttal-to-the-illusion-of-machine-consciousness-cb9fea478132

https://medium.com/@cybertechajju/hacked-the-ai-got-the-bounty-obfuscation-prompt-injection-techniques-for-red-teamers-9715be4f23e4

https://medium.com/@kate.ruksha/inside-an-llm-agent-memory-tools-and-how-to-build-one-with-openai-python-90faae1aee88

https://medium.com/@vivek_AGI/revolutionizing-reinforcement-learning-for-reasoning-tasks-a9c1d76042d7

https://medium.com/@cognidownunder/kimi-k2-vs-qwen-3-coder-vs-glm-4-5-why-kimi-k2-is-eating-everyones-lunch-130b8e9475b6

https://pub.towardsai.net/diffusion-theory-diffusing-into-llms-b425ccdd5e2c

https://calamarim.medium.com/pillole-di-false-ia-630-gli-llm-e-la-legge-zero-dellinformatica-a86455d6da67

https://medium.com/@cognidownunder/horizon-alpha-the-mystery-model-thats-breaking-the-internet-72227f35864b

https://sumitkrsharma-ai.medium.com/mixture-of-recursions-the-transformers-killers-f5225ea87928

https://medium.com/@gargnipungarg/lmcache-oci-cache-integration-with-oci-data-science-for-kv-cache-offloading-8a8e1fe01e54

https://learningdaily.dev/what-makes-a-gen-ai-engineer-insights-i-wish-i-knew-when-starting-out-7a814e157e35

https://learningdaily.dev/what-is-the-best-gen-ai-certification-practical-guidance-from-the-field-02eb6db50fac

https://medium.com/@sauravkumarrajjoli/forget-chatbots-the-real-ai-revolution-is-autonomous-agents-008d3bc46070

https://rathi-ankit.medium.com/working-in-the-copilot-era-75503c6db33a

https://medium.com/@madhurprajapati/dawn-of-the-transformers-a-revolution-f70370cf95c0

https://cgorale111.medium.com/lora-efficient-fine-tuning-of-large-language-models-8aef609e47c5

https://medium.com/@rogt.x1997/what-happened-when-an-llm-wrote-8-300-contract-summaries-overnight-b730883e0ced

https://medium.com/@hadiyolworld007/why-claudes-speed-can-fool-you-and-how-to-benchmark-it-properly-457afc6cbd8d

https://medium.com/@marketing_novita.ai/novita-vs-e2b-the-ultimate-agent-sandbox-comparison-for-developers-and-businesses-3204a89ef2e4

https://artificialanalysis.ai/leaderboards/models

https://medium.com/@tsutsu_19277/i-talked-to-chatgpt-10-000-times-and-it-developed-a-personality-without-a-name-93815325a356

https://medium.com/@pato.dafoe/data-visualization-through-the-designers-lens-from-excel-tabs-to-ai-enhanced-dashboards-93edf1a3c841

https://medium.com/@nityaparikh1503/agentic-ai-explained-with-an-hr-recruitment-example-d62a2ad739b1

https://cloudperceptor.medium.com/best-youtube-channels-for-learning-ai-ml-d2b60ae273c6

https://cloudperceptor.medium.com/learn-how-llms-work-under-the-hood-35d896893056

https://xiaolishen.medium.com/hands-on-transformer-deep-dive-part-1-masked-attention-explained-implemented-7755b315066b

https://medium.com/towards-agi/did-qwen-just-release-the-best-alternative-to-claude-code-95f1f3bd5440

https://medium.com/@jackluucoding/why-authenticity-and-sloppiness-will-be-our-salvation-in-ai-era-b7753c9c0eaf

https://medium.com/99p-labs/scaling-ai-agents-an-event-driven-a2a-architecture-experiment-ee951d359593

https://mehtaplus.medium.com/using-machine-learning-to-identify-rhetorical-devices-and-perform-in-depth-analysis-of-historical-9fe73439a87c

https://fmelihh.medium.com/a-practical-guide-to-mcp-elicitation-with-fastapi-fastmcp-65f57fd91896

https://mehtaplus.medium.com/automating-rhetoric-ai-driven-annotation-of-early-iberian-womens-texts-361c759322bb

https://medium.com/@danaasa/creating-an-ai-debate-system-using-crew-ai-and-multiple-llms-c1b04596256e

https://medium.com/@bask.kondo/introducing-delta-compression-a-new-future-for-storing-information-as-deltas-bc68c3600498

https://amdhing.medium.com/host-your-own-open-source-llm-on-amazon-ec2-7f7c4b07e8df

https://arxiv.org/abs/2507.07283

https://medium.com/@dogucuburak/how-to-connect-to-vast-ai-instances-using-visual-studio-code-18340198c31b

https://medium.com/@vk092kumar/gsoc-2025-week-8-parameterized-verilog-code-ec4f74397beb

https://rajeevbarnwal.medium.com/unlocking-the-power-of-agentic-ai-my-journey-and-its-transformative-impact-ac920cf9bb49

https://medium.com/@michalmikuli/mastering-prompt-engineering-with-google-gemini-how-to-get-the-best-results-52f1743172e9

https://medium.com/@dbpr.sinha/llm-introduction-and-applications-5f33f8cc77db

https://medium.com/@kyberneees/the-coldest-shadow-coexisting-with-beauty-we-cannot-comprehend-3b0c8072c317

https://kuangbyte.medium.com/working-with-uncertainty-the-right-mindset-for-using-cursor-and-llms-a279dc5186f5

https://medium.com/@Stratagem-360.ai/llms-vs-traditional-ml-why-the-future-is-a-partnership-not-a-replacement-7166b3010cb3

https://medium.com/@mukerjeejoy/from-prompt-to-platform-designing-real-genai-systems-in-healthcare-175a57840531

https://dturvene.medium.com/deep-dive-convert-a-c-program-to-rust-using-ai-assisted-development-practices-5bc8e9f076bb

https://medium.com/@urbann_animals/from-the-printing-press-to-chatbots-how-language-shapes-nations-and-ai-fractures-them-1c064a1bb68b

https://medium.com/@_prinsh_u/the-surprisingly-simple-trick-to-remove-normalization-from-transformers-11968afd9497

https://medium.com/@celalkartoglu1923/%EF%B8%8F-haf%C4%B1zal%C4%B1-yapay-zek%C3%A2lar-chatgptden-claude-a-agentic-ai-y%C4%B1-ger%C3%A7e%C4%9Fe-d%C3%B6n%C3%BC%C5%9Ft%C3%BCren-bellek-33a607c9acdd

https://www.reuters.com/business/openai-hits-12-billion-annualized-revenue-information-reports-2025-07-31/

https://medium.com/@USCSI/how-large-language-models-llms-in-cybersecurity-secure-our-future-uscsi-45a0a9730084

https://shashi-soppin.medium.com/why-mastering-ml-dl-is-non-negotiable-before-diving-into-llms-and-agentic-ai-c08cc713a8b3

https://medium.com/@dzianisv/vibe-engineering-how-langgraphs-reflection-loop-super-charged-my-agents-5f986d9ee3c3

https://medium.com/@rajuyallappa9056/why-your-rag-sucks-fixing-broken-retrieval-with-hybrid-search-reranking-contextual-chunking-336d47a8e7c0

https://www.pymnts.com/news/artificial-intelligence/2025/chatgpt-users-may-be-inadvertently-sharing-conversations-search-results/

https://medium.com/@pastsmartlink/manna-maker-cognitive-os-pioneering-ethical-ai-for-infinite-niche-insights-and-human-amplified-eba96a03949c

https://zackproser.com/blog/beat-coding-interview-anxiety

https://medium.com/@future_agi/thinking-machines-a-survey-of-llm-based-reasoning-strategies-ecd6e1c26e1f

https://medium.com/@shindevinayakraopatil/comparative-study-of-transformers-diffusion-llms-and-mixture-of-recursions-in-language-modeling-5079835274c1

https://medium.com/ai-disruption/the-new-ai-stack-how-openai-groq-and-runpod-are-quietly-reprogramming-the-internet-itself-3f6157439e2e

https://madhankarthik30.medium.com/why-jsonl-is-a-game-changer-for-llm-development-a-developers-perspective-9a72330d7945

https://medium.com/@community_md101/does-your-llms-speak-the-truth-ensure-optimal-reliability-of-llms-with-the-semantic-layer-edcaa11aa244

https://levelup.gitconnected.com/how-3-lines-of-code-broke-nvidias-ai-cloud-05f47533941c

https://levelup.gitconnected.com/a-hands-on-guide-to-model-context-protocol-mcp-a4ce405e9c41

https://levelup.gitconnected.com/turn-any-api-into-human-readable-insight-with-this-llm-trick-68eb67273619

https://mayursurani.medium.com/why-self-rag-and-agentic-rag-are-the-future-of-enterprise-ai-productivity-and-how-they-crush-39d0c0660fe4

https://rathi-ankit.medium.com/ai-engineering-roadmap-2025-15d4277a8214

https://medium.com/@AnthonyLaneau/beyond-llms-charting-the-next-frontiers-of-ai-with-yann-lecun-09e84f1978f9

https://www.technologyreview.com/2025/07/31/1120885/the-two-people-shaping-the-future-of-openais-research/

https://medium.com/@vatsalasingh22/trust-issues-why-we-need-to-see-inside-ais-mind-9b143d9711f3

https://pub.towardsai.net/lai-86-llm-gaps-agent-design-and-smarter-semantic-caching-970cd98cc70a

https://medium.com/@andrew_fu/sakana-ai-the-most-important-ai-company-you-havent-heard-of-yet-726105790c89

https://medium.com/@marciojmo/from-prompt-to-production-lessons-from-vibe-coding-an-app-using-chatgpt-only-f6431e8889d1

https://medium.com/philosophytoday/claude-4-vs-a-dictionary-exploring-the-meaning-of-the-word-word-b7d3a86b2d19

https://amitaiverse.medium.com/the-only-gen-ai-model-selection-guide-youll-ever-need-0d243a14727d

https://medium.com/@kempnerinstitute/alignment-reduces-conceptual-diversity-of-language-models-c5ec722c0277

https://medium.com/@darshan11patil3/neural-network-beyond-the-obvious-a0aa4f50dc78

https://medium.com/codetodeploy/mastering-chunking-techniques-for-optimal-rag-performance-5d5945ab343c

https://www.nature.com/articles/s41591-025-03850-0

https://resobscura.substack.com/p/openais-new-study-mode-and-the-risks

https://cbarkinozer.medium.com/beyond-context-limits-subconscious-threads-for-long-horizon-reasoning-0eb4a9c2cde2