Blog
Tips, tutorials, and insights on prompt engineering for ChatGPT, Claude, Gemini, and more.
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Cogito's 671B open-weight drop, "uncensor" hacks, and the quiet war on AI training costs
This week's AI news is a tug-of-war between bigger open models, easier optimization, and the messy reality of shipping secure GenAI to production.
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AWS and Anthropic Just Made AI Apps Boringly Reliable (and That's the Point)
Structured outputs, caching, guardrails, and real agent deployments show AI is shifting from demos to dependable infrastructure.
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Agents Are Growing Up - And So Are the Ways They Break
This week: MCP security pitfalls, Claude Skills, agent reasoning benchmarks, a leaner 162B SMoE, and a world model that predicts video futures.
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The Unsexy Parts of AI Are Winning: Inference Stacks, Agent Tooling, and Energy Reality Checks
This week's AI story isn't a new model-it's the infrastructure and discipline needed to ship agents at scale without blowing up costs.
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ChatGPT Is Turning Into an App Store (and Safety Evals Are the Price of Admission)
OpenAI doubles down on distribution, safety testing, and education-while rivals and MIT push agentic and reasoning models forward.
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From code agents to generative UI: AI is quietly eating the product surface
This week's AI news is less about bigger models and more about models taking over interfaces, workflows, and the physical world.
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Google's Gemini 3 week isn't a model launch - it's a land grab for the agentic stack
Gemini 3, Antigravity, Nano Banana Pro, SynthID verification, WeatherNext 2, and SIMA 2 point to Google bundling models, tools, and trust into one platform.
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The AI Stack Is Growing Up: Testing Gates, Reasoning MoE, and Robots That Actually Ship
This week's AI news is about maturation: better evals for agents, more efficient reasoning models, and open robot learning getting real.
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AI's New Bottleneck Isn't Models - It's the Stuff Around Them
This week: synthetic training data, enterprise retrieval benchmarks, agent UI plumbing, SQL memory, and a reminder that dataset mix beats sheer scale.
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Agents grow up: Google brings ADK to Go, while Claude spreads into Slack, Chrome, and your toolchain
This week's AI trend: agents aren't demos anymore-they're becoming backend-grade, multimodal, and embedded in the apps teams already live in.
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AI Is Moving Back to Your Laptop - and the Open Stack Is Racing to Catch Up
Local LLMs, cheaper CPU inference, and a beefed-up Hugging Face ecosystem signal a shift from cloud-first to everywhere AI.
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AI's New Obsession: Trust, Latency, and Software That Doesn't Lie to You
This week's AI thread: safer answers, faster systems, and new ways to structure code and RAG so it behaves in production.