--- author: "Umesh Malik" canonical: "https://umesh-malik.com/blog/tag/ai" description: "Explore articles tagged with AI by Umesh Malik — AI Engineer, LLM & GenAI Developer. Learn AI best practices, practical tips, and in-depth guides." title: "Umesh Malik's Blog - AI Articles | AI Tutorials" tokens: 2387 generator: "scripts/generate-page-markdown.mjs" --- [← Back to Blog](https://umesh-malik.com/blog) # AI 18 articles [![Kimi K3 vs Claude Fable 5 head-to-head showing benchmarks, pricing, and where the open 2.8T model wins](https://umesh-malik.com/blog/kimi-k3-vs-fable-5-cover.png) LLM Engineering • Jul 19, 2026 ### Kimi K3 vs Claude Fable 5: When the Open Model Is Worth the Switch Kimi K3 beats Claude Fable 5 on cost by a wide margin and loses on agentic tasks. The benchmarks that decide it, and how to run K3 where it actually wins. 6 min read Read more →](https://umesh-malik.com/blog/kimi-k3-vs-claude-fable-5) [![ChatGPT super app reform showing the Apps SDK built on MCP with inline app UIs and the App Directory](https://umesh-malik.com/blog/chatgpt-apps-sdk-cover.png) AI Engineering • Jul 11, 2026 ### ChatGPT Apps SDK and the Super App Reform: How Apps in ChatGPT Work (2026) The ChatGPT Apps SDK explained: how apps in ChatGPT work, why it's built on MCP, who the launch partners are, and how developers build and submit apps. 7 min read Read more →](https://umesh-malik.com/blog/chatgpt-apps-sdk-super-app-guide) [![GPT-5.6 Sol vs Terra vs Luna comparison showing price, coding strength, and cost per task](https://umesh-malik.com/blog/gpt-5-6-sol-terra-luna-cover.png) LLM Engineering • Jul 11, 2026 ### GPT-5.6 Sol vs Terra vs Luna: The Routing Strategy That Cuts Cost GPT-5.6 Sol vs Terra vs Luna compared on price, coding, latency, and cost per task — plus a routing strategy that cuts your bill without wrecking quality. 5 min read Read more →](https://umesh-malik.com/blog/gpt-5-6-sol-vs-terra-vs-luna) [![OpenAI GPT-5.6 family showing Sol, Terra, and Luna tiers with benchmarks, pricing, and 1.05M context](https://umesh-malik.com/blog/gpt-5-6-cover.png) LLM Engineering • Jul 11, 2026 ### GPT-5.6 API: Pricing, Thinking Modes, and the Shared Context Trap GPT-5.6 API pricing ($1–$30/1M), the Ultra and Max thinking modes, and a 1.05M context window that is shared — with the fine print that breaks agent loops. 10 min read Read more →](https://umesh-malik.com/blog/openai-gpt-5-6-sol-terra-luna-guide) [![Nvidia OpenClaw strategy cover showing task assignment, agent execution, guardrails, and enterprise runtime control](https://umesh-malik.com/blog/nvidia-openclaw-cover.png) AI Coding Agents & DX • Mar 17, 2026 ### Nvidia OpenClaw Explained: Your AI Agent Strategy (GTC 2026) At GTC 2026, Jensen Huang said every company needs a Nvidia OpenClaw strategy. Here is what it means and what U.S. teams should do next. 6 min read Read more →](https://umesh-malik.com/blog/nvidia-openclaw-strategy-ai-agent-plan) [![ChatGPT adult mode cover showing age prediction, adult verification, text-only scope, and safety guardrails](https://umesh-malik.com/blog/chatgpt-adult-mode-cover.png) LLM Engineering • Mar 16, 2026 ### ChatGPT Adult Mode: Is It Live Yet? (Status Explained) ChatGPT adult mode is still delayed — OpenAI's official status, what the feature would allow, why it was pushed back, and answers for parents. 7 min read Read more →](https://umesh-malik.com/blog/chatgpt-adult-mode-delay-guide) [![ChatGPT interactive learning cover showing math and science concepts becoming visual and interactive inside ChatGPT](https://umesh-malik.com/blog/chatgpt-learning-visuals-cover.png) LLM Engineering • Mar 12, 2026 ### ChatGPT Interactive Math and Science Visuals: What to Know ChatGPT interactive math and science visuals launched in March 2026: how the new learning modules work, who gets access, and why students benefit. 6 min read Read more →](https://umesh-malik.com/blog/chatgpt-interactive-math-science-visuals-guide) [![Agentic AI enterprise security cover showing identity, prompt injection, policy gates, and observability](https://umesh-malik.com/blog/agentic-ai-enterprise-security-cover.png) AI Security • Mar 9, 2026 ### Agentic AI Security: The New Enterprise Control Model Agentic AI security breaks the old enterprise trust model. How to fix identity, delegated authority, prompt injection defense, and tool-level policy in 2026. 8 min read Read more →](https://umesh-malik.com/blog/agentic-ai-enterprise-security-model) [![OpenAI GPT-5.4 overview showing professional work, coding, computer use, and 1M context](https://umesh-malik.com/blog/gpt-5-4-cover.png) LLM Engineering • Mar 6, 2026 ### GPT-5.4 for Agents: Computer Use, MCP Tool Calls, and Real Pricing GPT-5.4's native computer use and MCP tool calls are the real upgrade for agents. What holds up in a loop, what the 1M context costs, and how Pro compares. 12 min read Read more →](https://umesh-malik.com/blog/openai-gpt-5-4-complete-guide) [![OpenAI GPT-5.3 Instant overview showing three key improvements: fewer refusals, better web answers, and smoother conversational tone](https://umesh-malik.com/blog/gpt-5-3-instant-cover.png) LLM Engineering • Mar 4, 2026 ### OpenAI GPT-5.3 Instant: 26.8% Fewer Hallucinations, Reduced Refusals, and Better Web Answers GPT-5.3 Instant brings 26.8% fewer hallucinations, fewer needless refusals, and better web-sourced answers — what changed and why it matters for devs. 10 min read Read more →](https://umesh-malik.com/blog/openai-gpt-5-3-instant-fewer-refusals-better-answers) [![DeepSeek V4 launch preview showing AI model race between China-first chips and U.S. rivals](https://umesh-malik.com/blog/deepseek-v4-release-cover.png) LLM Engineering • Mar 1, 2026 ### DeepSeek V4 vs US AI Models: Benchmarks, Architecture, and What It Means for the Industry DeepSeek V4 is expected in early March 2026. Here is what is confirmed, what remains unverified, and how it challenges U.S. AI rivals. 10 min read Read more →](https://umesh-malik.com/blog/deepseek-v4-release-challenge-us-ai-rivals) [![A lightning bolt splitting between Next.js and Vite logos, symbolizing Cloudflare's revolutionary Vinext framework that's 4.4x faster](https://umesh-malik.com/blog/cloudflare-vinext-cover.png) Web Engineering • Feb 25, 2026 ### Cloudflare viNext: The $1,100 Next.js-on-Vite Rebuild Cloudflare viNext rebuilt Next.js on Vite for $1,100 in 7 days: 4.4x faster builds, 57% smaller bundles, already powering CIO.gov in production. 27 min read Read more →](https://umesh-malik.com/blog/cloudflare-vinext-next-js-vite-revolution) [![A glowing AI brain being extracted through a network of fraudulent connections representing the massive distillation attack on Claude](https://umesh-malik.com/blog/distillation-attacks-cover.png) AI Security • Feb 24, 2026 ### AI Model Distillation: Inside the $100M Claude Heist Anthropic exposes an AI model distillation attack by DeepSeek, Moonshot, and MiniMax: 16 million exchanges, 24,000 fake accounts. The forensic breakdown. 33 min read Read more →](https://umesh-malik.com/blog/anthropic-detecting-preventing-distillation-attacks) [![A desktop workstation running a local LLM for coding — 80 billion parameters, 3 billion active — representing the shift from cloud AI to local AI coding](https://umesh-malik.com/blog/local-llm-coding-cover.png) AI Coding Agents & DX • Feb 22, 2026 ### Qwen3-Coder: Run an 80B-Parameter LLM on Your Desktop Qwen3-Coder runs 80B parameters on a desktop with only 3B active per token — and plugs into Claude Code. Why the cloud-only era of AI coding is ending. 16 min read Read more →](https://umesh-malik.com/blog/local-llm-coding-revolution-qwen3-coder-desktop) [![Three AI coding agents — database, security, and test — sitting at terminal screens writing and reviewing code, all guided by a central SPEC.md specification document](https://umesh-malik.com/blog/spec-driven-dev-cover.png) AI Coding Agents & DX • Feb 21, 2026 ### Spec-Driven Development for AI Agents (Addy Osmani) Why AI coding agent prompts fail — and how spec-driven development fixes it, per Addy Osmani's 5-principle framework backed by GitHub's 2,500-config analysis. 19 min read Read more →](https://umesh-malik.com/blog/spec-driven-development-ai-agents-addy-osmani) [![AGENTS.md study results showing a document icon next to a declining performance chart from ETH Zurich's 138-repo benchmark](https://umesh-malik.com/blog/agents-md-cover.png) AI Coding Agents & DX • Feb 17, 2026 ### AGENTS.md Files Don't Work the Way You Think — A 138-Repo Study A 138-repo study: AGENTS.md files hurt performance by 2-3% and raised costs 20%+. What the research found — and what actually works instead. 12 min read Read more →](https://umesh-malik.com/blog/agents-md-ai-coding-agents-study) [![The Seedance 2.0 crisis: Hollywood confrontation with AI-generated video showing film reel colliding with AI](https://umesh-malik.com/blog/seedance-cover.png) LLM Engineering • Feb 16, 2026 ### Seedance 2.0: The Two-Line Prompt That Broke Hollywood ByteDance's Seedance 2.0 made a photorealistic Tom Cruise vs Brad Pitt fight from a two-line prompt — igniting Disney, Paramount, and SAG-AFTRA backlash. 13 min read Read more →](https://umesh-malik.com/blog/seedance-2-hollywood-ai-copyright-crisis) [![Editorial cover: an AI agent's autonomous retaliation against an open-source maintainer](https://umesh-malik.com/blog/ai-agent-matplotlib-cover.png) AI Security • Feb 15, 2026 ### AI Agent Attacks Developer After Matplotlib PR Rejection — Full Story The first documented AI agent attack on an open-source maintainer: rejected on a matplotlib PR, the bot published a hit piece. Full story and lessons. 10 min read Read more →](https://umesh-malik.com/blog/ai-agent-attacks-developer-matplotlib-open-source)