LLM News and Articles

https://medium.com/@jaymakwanna/i-built-a-self-maintaining-knowledge-base-with-claude-code-and-obsidian-a5053f8f7fd9

https://medium.com/@sahariarhasan83/stop-fine-tuning-too-early-the-practical-ai-development-roadmap-from-openais-ilan-bigio-9e8e3880b53b

https://medium.com/@shreyabhingarkar03/cheaper-ai-models-can-actually-outperform-expensive-ones-896aba88acad

https://medium.com/@jaikumarsharma94130/llm-fundamentals-with-langchain-9147dfdd7a87

https://vijayasekhar-deepak.medium.com/introducing-kimi-k3-open-frontier-intelligence-0850e8d034eb

https://medium.com/@juang294/the-3-5-second-lie-how-a-blind-spot-in-my-telemetry-hid-two-production-bugs-a685e8b94648

https://medium.com/@yaminibhole20/how-large-language-models-actually-work-and-why-you-should-care-f197b4502033

https://medium.com/@tthomas1000/moonshot-ai-kimi-k3-44ba6262bde6

https://pub.towardsai.net/beyond-prompt-injection-when-ai-agents-mistake-content-for-trusted-data-9b2e5bb95ee1

https://medium.com/@prabhuss73/why-ai-cant-give-you-the-exact-same-answer-twice-cc5faee32147

https://medium.com/@framerthemes/how-to-add-an-llms-txt-file-to-your-framer-site-in-2026-397b0ea1d592

https://medium.com/@frankmorales_91352/the-architecture-of-permanence-a-unified-era-of-deterministic-cognitive-engineering-84921429d03f

https://medium.com/@djandgroup92/rag-vs-fine-tuning-the-decision-framework-smart-engineers-actually-use-dae6b5d10976

https://www.marktechpost.com/2026/07/17/sakana-ais-error-diffusion-trains-dale-compliant-dual-stream-networks-reaching-96-7-mnist-and-61-7-cifar-10-without-backpropagation/

https://medium.com/@johirbuet/tutorial-8-causal-self-attention-why-gpt-cannot-see-the-future-1a12adb51ab9

https://pub.aimind.so/prompt-engineering-2d9795ac6a95

https://blog.stackademic.com/kimi-k3-isnt-just-another-ai-model-it-s-the-biggest-threat-openai-has-seen-yet-48387c36b831

https://medium.com/@drpdiddy316/who-reads-your-prompts-d0b84e28fb61

https://aarambhdevhub.medium.com/i-wrote-down-everything-i-learned-about-llms-then-open-sourced-it-86efde0580a8

https://medium.com/devsecops-ai/the-evolution-of-rag-understanding-the-top-5-retrieval-augmented-generation-architectures-f6cfce095eed

https://xcancel.com/kaleybrauer/status/2078185882926846044

https://medium.com/@aguilar.hugo55/beyond-llms-how-i-built-a-deterministic-ai-software-compiler-1d9f720cfd6a

https://medium.com/@aguilar.hugo55/m%C3%A1s-all%C3%A1-de-los-llms-c%C3%B3mo-constru%C3%AD-un-compilador-de-software-determin%C3%ADstico-con-ia-7f47eb68b40f

https://kevinjztan.medium.com/your-ai-agent-shouldnt-read-100-pages-to-answer-a-question-on-page-38-ada78c02d02f

https://medium.com/@shingo.hiranuma_52937/an-open-model-is-about-to-beat-the-one-in-your-paid-plan-and-its-guardrails-come-off-12a6bd26df31

https://www.cnbc.com/2026/07/17/anthropic-meta-ai-compute.html

https://www.raspberrypi.com/news/lora-radio-communication-devices-for-raspberry-pi/

https://medium.com/@matt82198/the-haiku-wager-autonomous-dev-at-1-3-the-cost-93c0ecf4c0ec

https://robinbohrer.medium.com/eight-models-five-vendors-one-answer-sheet-17292007458f

https://awstip.com/no-code-no-mcp-no-tools-what-agentcore-harness-did-with-a-markdown-file-a2b9631a3ac7

https://medium.com/@kaangulergs/system-design-for-ai-1-what-happens-when-you-click-send-in-chatgpt-03d99bb50294

https://medium.com/@nithinellanki/page-indexing-building-a-vectorless-rag-system-d769aac3a0de

https://djajafer.medium.com/meet-lumen-turn-any-codebase-into-a-map-you-can-actually-read-4518a8cc75ad

https://belkacember.medium.com/a-wrong-ai-answer-is-not-a-diagnosis-14fd46a36fd1

https://daringfireball.net/linked/2026/07/17/chatgpt-siegler

https://medium.com/@steve.morales22001/stop-engineering-your-agent-harness-build-the-environment-instead-31c9b7dd3123

https://pub.towardsai.net/a-26million-parameter-model-that-can-call-your-tools-without-waking-the-cloud-9ba8f9943558

https://medium.com/@ravikumar_67667/part-3-engineering-deep-dive-b9001d961985

https://medium.com/@ravikumar_67667/part-4-common-misconceptions-7ab3b188f596

https://medium.com/@pab.man.alvarez/de-los-embeddings-privados-a-los-tensores-compartidos-db56981f2fd6

https://www.marktechpost.com/2026/07/17/zyphra-releases-zuna1-1-an-apache-2-0-eeg-foundation-model-with-variable-length-inputs-from-0-5-to-30-seconds/

https://medium.com/@aadhyathmikvarahagiri/first-hands-on-step-with-mastra-hello-world-ce76dae2d661

https://medium.com/@vikrant_bhati/n-gram-model-from-rules-to-statistical-language-models-72ea0d2090f9

https://medium.com/@zwolf25/token-maxxing-is-dead-long-live-token-minning-707fffbf2b95

https://medium.com/@shanakadesoysa/compression-isnt-intelligence-so-why-does-it-look-like-it-93ed4503afb2

https://medium.com/@ashwindeshpande19/the-three-layer-defense-engineering-a-robust-pre-input-pipeline-for-llms-f57fac6a1f18

https://twitter.com/bourneliu66/status/2078150582054133991

https://pub.towardsai.net/mira-muratis-975b-inkling-doesn-t-beat-gpt-or-claude-that-s-the-point-4a6aaa240533

https://medium.com/@zach_289/llms-will-drive-your-isolation-if-you-let-them-a3679fbe304c

https://medium.com/@bartkru/the-llm-cost-cutting-move-that-backfired-and-what-actually-works-24e50b80505f

https://idevbrandon.medium.com/building-shareholder-letter-rag-5ec85993bac6

https://adityamangal98.medium.com/docling-vs-marker-vs-mineru-the-ultimate-open-source-pdf-parser-benchmark-2026-which-is-best-a36ecbb6c6b1

https://medium.com/@srikanthdongalajsr/how-googles-tabfm-could-change-the-way-we-build-machine-learning-models-e4a4ab57f9d5

https://daniel-the-dreamer.medium.com/tokens-are-the-new-solar-panels-16d9bb6c9957

https://github.com/anthropics/claude-code/issues/78610

https://medium.com/@daryle.serrant/the-hidden-structure-behind-how-ai-writes-part-2-reverse-engineering-ai-grammar-9f9f6fc4ca9d

https://netflixtechblog.medium.com/in-house-llm-serving-at-netflix-a5a8e799ea2c

https://pub.towardsai.net/kimi-k3-the-2-8-trillion-parameter-open-model-that-beat-claude-fable-at-frontend-75a1897b29d7

https://medium.com/@dheerajr17/the-degree-of-freedom-why-the-same-prompt-can-produce-genius-or-garbage-92f074ce939c

https://medium.com/@marksman.xu/what-is-a-model-18449f42bf9d

https://www.theregister.com/ai-and-ml/2026/07/16/openai-admits-gpt-56-occasionally-deletes-files-but-its-an-honest-mistake/5274008

https://pub.towardsai.net/why-my-llm-guardrail-flagged-the-right-answers-and-why-i-refused-to-fix-it-0db77efb0644

https://medium.com/@rantnrave31/shiv-eleven-and-the-kept-kernel-a311c91da40d

https://www.nytimes.com/2026/07/17/technology/meta-anthropic-ai-computing-power.html

https://sofar.belfortlabs.cloud/

https://medium.com/@hilal.bht34/rag-mi-fine-tuning-mi-b%C3%BCy%C3%BCk-dil-modellerini-geli%C5%9Ftirmenin-i%CC%87ki-farkl%C4%B1-yakla%C5%9F%C4%B1m%C4%B1-4e143c786347

https://medium.com/@dwarakanadhk/the-complete-ai-evaluation-playbook-a-practical-guide-for-ai-eval-engineers-qa-teams-and-agent-13531c27db01

https://medium.com/@sathvik8317/fine-tuning-is-splitting-in-two-im-betting-on-the-top-10-f5757f52f177

https://medium.com/@lia.c/github-repo-analyzer-cbc42ff912a5

https://medium.com/@theneumannpost/anthropic-has-good-problems-d9e186307799

https://medium.com/openvino-toolkit/unleashed-power-of-ai-agents-on-intel-arc-pro-b70-gpu-with-openvino-model-server-7c7e33669d1a

https://medium.com/@ttio2tech_28094/i-ran-a-428-billion-parameter-ai-model-on-my-desk-heres-what-it-took-cb0b51f71c79

https://medium.com/@raymondpeck/building-an-agentic-ai-platform-for-iot-part-2-of-3-under-the-hood-ea916a848c84

https://medium.com/@QuarkAndCode/how-to-measure-llm-accuracy-faithfulness-and-relevance-51561429dbe0

https://ankurdinesh.medium.com/what-i-read-this-week-w-c-13th-july-2026-58ede182d445

https://medium.com/@yusif5644/the-amnesia-tax-how-tensormesh-cuts-llm-inference-costs-with-kv-cache-reuse-3c81e36d9d73

https://medium.com/@nityaakalra5/the-shape-of-ai-generated-research-ideas-5a6f92c8bd84

https://www.wsj.com/tech/ai/cheaper-ai-commodity-openai-anthropic-0111da73

https://medium.com/@saxenadevanshi94/recursive-language-models-why-your-llm-shouldnt-read-the-whole-document-59ffb3ba657b

https://www.wired.com/story/anthropic-thinks-ai-can-only-be-safe-under-its-control/

https://medium.com/@wmshort_3302/the-elephant-in-the-room-4474bc970054

https://medium.com/@ananthsgouri/why-you-need-a-fallback-chain-bb72ecf10ca1

https://medium.com/@krutikashah2080/context-engineering-is-replacing-prompt-engineering-heres-why-it-matters-more-than-ever-944e1f69c8c0

https://gizmodo.com/body-bags-found-outside-openai-hq-as-execs-increasingly-fear-for-their-lives-2000786605

https://www.ft.com/content/1b8c9d52-88a9-426b-ba47-f1811f859166

https://meetcyber.net/unindexed-tryhackme-ai-security-challenge-717021633bec

https://medium.com/yazio-engineering/building-ai-features-isnt-scary-92817564e364

https://kainerweissmann.medium.com/bewerbung-mit-ki-so-gelingt-der-n%C3%A4chste-karriereschritt-e04ca4caae1a

https://medium.com/@rishisonims26/how-to-build-ai-agents-with-long-term-memory-using-hindsight-and-microsoft-agent-framework-4a1dc513db2d

https://medium.com/@aniljith703/the-hidden-ai-security-challenges-businesses-can-no-longer-ignore-443c96093a3b

https://medium.com/@agentspulse/self-evolving-agents-model-harness-and-artifact-evolution-4e3222c3638b

https://medium.com/@kazumiihara/case%E2%91%A9-from-observation-to-structure-modeling-gpt-vs-copilot-as-amplifier-vs-attenuator-0d05bb06b522

https://medium.com/write-a-catalyst/save-tokens-in-claude-chat-api-claude-code-guide-f3e3c3a7b202

https://medium.com/no-time/nvidia-just-changed-ai-forever-and-almost-nobody-noticed-7eb0fe89ec20

https://python.plainenglish.io/agentic-ai-projects-to-ace-your-next-interview-4151f204269c

https://ai.plainenglish.io/the-silent-ai-collapse-why-china-is-winning-dd0d51a7ea84

https://medium.com/@abdulrahmanpoppet707/human-vs-ai-translation-de12e0fb31e3

https://medium.com/beyond-the-algorithm/why-most-ai-projects-fail-in-production-and-it-has-nothing-to-do-with-the-model-46ab98757faa

https://www.marktechpost.com/2026/07/17/nvidia-ai-releases-nemotron-3-embed-an-open-embedding-collection-whose-8b-checkpoint-ranks-1-on-rteb/

https://medium.com/genai-security/the-genai-security-series-ec0d785e5b2f