Insights
Practical analysis and guides to help you buy, build, and work with AI more effectively.
Supabase Evals in Practice (2026): What Separates Coding Agents Isn't the Model - It's Context
You could swap in a top-tier model and get about the same as a mid-tier one On August 1, Supabase open-sourced a benchmark called Evals that runs Claude Code, Codex, and OpenCode against real backend
Seedance 2.5 vs Wan3.0 (2026): Head-to-Head on 30-Second Video Generation - Which Fits Small Teams
A week apart, two Chinese video models both hit 30 seconds ByteDance's Seedance 2.5 and Alibaba's Wan3.0 shipped within days of each other, both generating 30-second clips in one pass. On the surface
Claude Opus 5 Goes Full-Stack (2026): The Real Bill and Three Traps After Copilot and Bedrock Integration
It Is No Longer Just a Model Anthropic shipped Opus 5 on July 24. Within two weeks it had crawled into GitHub Copilot and Amazon Bedrock. The developer's billing line changed quietly. The Price, On t
EU AI Act Enforcement Begins August 2, 2026: A Transparency Compliance Checklist for AI Products Going Global
August 2: The EU AI Act Grew Teeth Chatbots must "disclose they are not human." Deepfakes must be labeled. AI-generated content must carry machine-readable watermarks. This is not advice. It is a fine
Qwen3.8 vs Kimi K3 (2026): Which Open Chinese LLM Fits Your Business
First Week of August: Two Chinese Giants Drop Heavy Models Alibaba pushed Qwen3.8-Max to 2.4 trillion parameters. A week earlier, Moonshot AI had already dropped the full 2.8-trillion-parameter Kimi K
White House Tightens AI Reins, But Loosely: Voluntary Review Framework Lands
On August 4, the White House pulled in four AI giants (Anthropic, Google, Meta, OpenAI) for a meeting. The stated topic was "how to do cybersecurity review before a model ships." But the key word in
Google Splits Gemini Into Three Speed Tiers: 3.6 Flash Lands, Robotics ER 2 Follows
For the past year the default logic was simple: bigger model means better model. Google just flipped that. Instead of another giant flagship, it split Gemini into three "speed tiers" so different job
DeepSeek V4-Flash Official: The Small Model That Beat Its Big Sibling on Agents
Same skeleton, retrained once, scores doubled. This is not an upgrade. It tears up the "bigger is better" rule in plain sight. Your company needs an AI coding assistant, and the budget is tight.
OpenAI's Secret Astra: AI Agents That Work the Night Shift, Demoed in Washington
One model does not finish the job alone. It pulls a team of AIs that split, argue, and reconcile - running for hours. This is not a chatbot upgrade. The job category changed. You run a small team
EU AI Act Expands: Chatbots Must Say They Are AI, Deepfakes Must Be Labeled
From August 2, in the EU, if an AI talks to you, it has to say "I am AI" first. Not politeness. Law. You see a video that looks like a politician said something outrageous. Before, you had to gue
Kimi K3 Open Source in 24 Hours: Cloud Vendors Line Up, Cursor and Devin Plug In Overnight
A Chinese model, less than a day after going open source, had companies inside the Google ecosystem moving faster than Google itself. The night before, Kimi K3 was just an API you rented from Moo
Your Private Claude Chats May Be Sitting in Google Search Results
You thought closing the chat window meant no one would see it. Think again. Wired and VentureBeat reported this week that a meaningful number of "shared conversations" and Artifacts generated in Cl