LLM News and Articles

https://shashankshekhar2k15.medium.com/i-built-my-own-ai-operating-system-because-i-didnt-want-to-rent-one-1a6fede4cfe6

https://medium.com/@mesutbilgili/we-raise-ai-like-we-raise-children-we-just-dont-admit-it-8af7ebcf3a4e

https://medium.com/@ritikaushik240/building-powerful-language-models-with-advanced-llm-data-collection-a2d7de4ff2fc

https://chinmayvivek.medium.com/vector-databases-simplified-the-most-important-ai-component-nobody-talks-about-f7c95d61b9b2

https://medium.com/@karthichess/the-llm-guide-i-wish-i-had-when-i-started-learning-ai-703090ff110a

https://medium.com/mlworks/skillopt-integrating-skills-into-agents-6ad682d13dc1

https://medium.com/@shaunakpython/autopsy-of-an-80b-finetune-1e35f39fe5e4

https://blog.stackademic.com/building-ai-systems-beyond-demos-57e0c6c3aa47

https://medium.com/@ravimounika1002/why-you-should-stop-doing-manual-research-and-build-an-agent-instead-4038368bc6e7

https://towardsaws.com/stop-paying-for-every-token-amazon-bedrock-intelligent-prompt-routing-f01d81a7e18f

https://huggingface.co/blog/nvidia/cosmos-3-for-physical-ai

https://medium.com/@mohsen.kheirandishfard/full-attention-vs-flashattention-a-visual-guide-to-the-memory-problem-770fa38ff605

https://mothishdeenadayalan.medium.com/agent-skills-unlocking-reusable-intelligence-in-ai-powered-development-0ea4ab27467e

https://medium.com/@singh.piyush/spring-ai-tool-calling-explained-how-to-give-your-llm-real-superpowers-98b3f311b9e9

https://medium.com/@jaykrinapatel/what-it-actually-takes-to-build-an-ai-agent-a-technical-deep-dive-6fc6515f5ea5

https://medium.com/@doiito-sun/gliding-horse-i-chose-oxigraph-as-my-ais-brain-and-the-whole-system-went-beast-mode-8792183cccc9

https://pub.towardsai.net/azure-document-intelligence-vs-llamaparse-the-parser-war-every-ai-builder-will-face-in-2026-ed85f4d20df6

https://pravash-techie.medium.com/llm-vs-rag-vs-mcp-i-finally-know-when-to-use-each-one-77403510ba1d

https://medium.com/@ekneumann/ontologies-arent-what-they-used-to-be-actually-the-world-has-changed-397162641eea

https://medium.com/@lucaswychan/a-model-trained-on-200m-samples-still-collapses-and-one-constant-fixes-it-2c00fc5a8ebc

https://blog.gopenai.com/top-api-gateways-for-ai-applications-and-agentic-workflows-2026-27858562c61a

https://medium.com/google-cloud/google-adk-langsmith-comparing-ai-observability-with-datadog-and-google-native-tooling-f1e96381bfb3

https://medium.com/@arturormk/are-ai-providers-turning-us-into-token-junkies-8220fee769d2

https://medium.com/@nageshchauhanc4/breaking-the-rules-jailbreaking-in-large-language-models-e7c24cb196d6

https://medium.com/@macplanet2012/why-chatgpt-gives-you-a-different-answer-every-time-its-not-randomness-00d86dbcfe13

https://github.com/pssah4/vault-operator

https://medium.com/@spinov001/your-scraper-returned-a-clean-row-it-was-wrong-c7e5f11aa217

https://medium.com/@yunwei356/when-cpu-noise-slows-down-gpu-inference-measuring-scheduler-and-irq-impact-with-ebpf-be5bcdf1f98e

https://medium.com/@user.ishan/will-it-fit-knowing-your-gpu-vram-before-you-press-run-4b5ed82d1bc8

https://sandanisesanika.medium.com/3-22-a-m-thoughts-on-noise-literature-physics-and-ai-3b859b00a39d

https://ryuogawa.medium.com/prompt-injection-quando-a-ia-obedece-a-instru%C3%A7%C3%A3o-errada-088b4582eedd

https://piedpay.medium.com/exploring-how-massive-data-is-cleaned-before-llm-pre-training-898554c09988

https://medium.com/@srinivasivaturi/semantic-caching-in-practice-health-product-recommendation-with-spring-ai-redis-5caf7f1d6d95

https://medium.com/@p.bettini11/i-built-automatically-updating-ai-ranks-for-context-window-and-i-found-this-10m-context-window-ai-a5d0b53b179d

https://medium.com/@robert.broeckelmann/ai-llm-software-security-part-1-263ed2d5e7b0

https://github.com/chrishwiggins/shannon-language-model

https://medium.com/@niksgupta/an-ai-software-engineering-team-that-runs-on-my-laptop-001d8bf13f19

https://github.com/syndicalt/llmff

https://www.promptarmor.com/resources/gpt-for-google-sheets-data-exfiltration

https://pypi.org/project/headroom-ai/

https://medium.com/@banasree.mani/beyond-the-tutorial-how-i-built-a-smarter-rag-pipeline-with-chroma-hugging-face-and-llama-3-2-577bdffbf91c

https://medium.com/@muslumyildiz17/from-the-names-taught-to-adam-to-ai-tokens-do-large-language-models-really-know-everything-3c52dfc4a7c6

https://medium.com/@muslumyildiz17/%C3%A2deme-%C3%B6%C4%9Fretilen-i%CC%87simlerden-yapay-zek%C3%A2-tokenlar%C4%B1na-b%C3%BCy%C3%BCk-dil-modelleri-ger%C3%A7ekten-her-%C5%9Feyi-biliyor-0718389d9064

https://medium.com/@dastuam/unlimited-cheap-free-inference-d6f725e80a7e

https://medium.com/@zickriann/claude-opus-4-8-vs-opus-4-7-same-price-better-economics-58ecec3955c2

https://medium.com/@mohammad7kx/google-gemini-the-future-of-multimodal-artificial-intelligence-8a090d075648

https://naumetsst2000.medium.com/open-source-ai-avatars-are-finally-becoming-useful-869a7726a9c2

https://cryptobriefing.com/san-francisco-home-accepts-ai-stock-payment/

https://xbill999.medium.com/local-mac-gemma-4-deployment-with-mcp-and-antigravity-cli-d079396e06b8

https://pub.towardsai.net/month-in-4-papers-may-2026-2b286eb4273f

https://medium.com/@Sanjjushri/langchain-intro-before-you-write-a-single-line-of-langchain-read-this-ca5723cd6006

https://medium.com/predict/ai-product-management-why-your-prd-fails-and-what-works-447562434c14

https://medium.com/@akashshettyonline22/3-10-ways-to-reduce-hallucinations-in-llm-applications-guardrails-and-response-constraints-955c1fb5c275

https://medium.com/@armankamran/multi-token-prediction-mtp-from-predicting-the-next-word-to-predicting-the-future-9c641fa4e0b8

https://medium.com/@preeti.chauhan8/md-files-the-quiet-kid-who-runs-the-entire-ai-classroom-906b3850b3a1

https://medium.com/@elvinhui0217/the-ai-brain-zero-knowledge-tokenization-and-llm-driven-autonomous-dispatch-b0da19281087

https://github.com/Alejandro-M-P/git-courer

https://unessays.substack.com/p/talk-is-cheap

https://codefarm0.medium.com/how-ai-agents-work-483113449a76

https://devdeepakkumar.medium.com/your-cat-understands-the-world-better-than-chatgpt-and-one-of-ais-godfathers-just-quit-meta-over-78af3beb53e4

https://github.com/RsyncProject/rsync/issues/934

https://medium.com/@automation.labs/i-compared-6-ai-agent-memory-tools-three-fail-one-test-ec016d8154a0

https://medium.com/@omanyuk/what-makes-an-abstraction-worth-reusing-a-scientific-introduction-to-abstraction-liquidity-theory-e6cedbf14dce

https://medium.com/@data314/customizing-standard-python-packages-1dbbb3a2f79c

https://medium.com/@muhmiqbal/the-rules-of-writing-by-steven-pinker-8642d6cd285b

https://pub.towardsai.net/from-cloud-apis-to-running-fine-tuned-ai-models-on-your-own-hardware-feb0d78c0ead

https://ninza7.medium.com/ai-just-solved-erdo%CC%8Bs-math-problems-open-since-1970-3835c2294617

https://aradsouza.medium.com/how-i-use-promptfoo-to-test-and-grade-an-agile-ai-skill-20e3e66cb3c4

https://medium.com/@saumyayadav213/large-language-models-explained-how-chatgpt-actually-works-077eada3e106

https://medium.com/@shubhamcp23/self-healing-rag-turning-the-pipeline-from-a-straight-line-into-a-loop-that-inspects-its-own-work-c211074d6230

https://jamesmbrightman.medium.com/when-you-have-an-ai-powered-hammer-everything-looks-like-a-nail-a8ddac1871dd

https://medium.com/@vaibhavsuman00/claude-opus-4-8-the-model-that-admits-when-its-wrong-638230a6419f

https://medium.com/@anilkarikatti333/the-transition-from-full-stack-developer-to-ai-engineer-f968c99f2612

https://medium.com/@shikharx4/myth-of-mythos-a-quick-look-at-claude-mythos-ace0b0849b27

https://medium.com/@neuromodern/ai-agents-as-amplifiers-of-stupidity-31b62a27d7a2

https://medium.com/@suryabarsaiya/surya-gupta-33a662cc052f

https://medium.com/@hidenodaym159/mythos-oh-sure-haha-dfc931f671f0

https://github.com/hexo-ai/sia

https://medium.com/@arpanratanghayra1977/agents-got-more-powerful-the-playbook-got-more-important-ab0543cad3c3

https://medium.com/@ninjamate/one-domain-done-properly-and-the-bugs-three-reviewers-caught-a1969034aa4e

https://medium.com/@hugesisulee/b-is-robust-a-is-fragile-heres-the-data-409ca32b2333

https://medium.com/@QuarkAndCode/introduction-to-rag-how-retrieval-augmented-generation-works-1bc8e73011bb

https://suparnachowdhury.medium.com/inside-the-transformer-part-1-embeddings-with-python-f4c2148d1445

https://medium.com/@neeraliacharya/i-built-a-rag-pipeline-then-reality-hit-heres-every-problem-i-solved-a8633f4b572b

https://unscriptedcoding.medium.com/pagedattention-how-vllm-solved-the-gpu-memory-crisis-in-llm-serving-b899252f6152

https://medium.com/ai-simplified-in-plain-english/the-invariant-sieve-how-arithmetic-spectral-theory-forges-a-resilient-calibrated-artificial-0bd1d123b746

https://medium.com/ai-simplified-in-plain-english/from-brain-mapping-to-latent-spaces-regularization-invariants-in-fmristat-2002-and-topological-740196661c84

https://medium.com/@marivallarelli/answerability-first-rag-validating-evidence-before-generating-answers-db458ad1a9ea

https://medium.com/@iamgaurava_84612/artificial-intelligence-ai-it-is-all-illusion-6ed0ddc71968

https://medium.com/@rahul281191/how-large-language-models-llms-work-internally-a-complete-beginner-friendly-guide-bd4aa684285e

https://dirac.run/posts/cache-hit-rates-agents

https://swarnenduiitb2020i.medium.com/the-graph-theory-behind-claudes-opus-4-8-9df3c97e3bc5

https://blog.gopenai.com/autotts-researchers-automated-llm-reasoning-and-cut-token-usage-by-69-5-6bde7b7b0be4

https://medium.com/@AiDocTakes/autoscientists-a-new-blueprint-for-long-running-scientific-agents-2743a9eb6afa

https://medium.com/@pengwu550/the-great-infrastructure-capitulation-why-frontier-labs-are-evicting-jax-and-abandoning-the-custom-c0fe53247182

https://medium.com/dev-simplified/day-11-of-becoming-an-ai-developer-why-ai-forget-things-and-what-context-windows-actually-mean-9cc67f03bd78

https://medium.com/@itsmeramc/ai-agents-why-less-information-often-works-better-259fed78e70f

https://medium.com/shivatech/chunking-strategies-15047698ae6e

https://atsushihara.medium.com/you-can-unit-test-your-code-but-how-do-you-test-your-prompts-31db7670f440

https://medium.com/@sampadkar2001/the-mind-behind-the-machine-a-deep-look-at-how-large-language-models-actually-work-d44a75ced04a