ARC-AGI-3 tests AI across novel environments, not puzzles. Here’s what 1% score means for the tools you’re building with.
ARC-AGI-3 Explained: Here’s What the New Benchmark Actually Means for Builders
March 27, 2026 by Leave a Comment
The LiteLLM Supply Chain Attack: How to Audit Your AI Stack Before It Burns You
March 27, 2026 by Leave a Comment
Malware hit LiteLLM on PyPI. Here’s how to audit your AI dependencies and protect your stack in 10 minutes.
Encrypted AI Is Coming to Meta (Here’s What It Means for Solopreneurs Handling Client Data)
March 21, 2026 by Leave a Comment
Signal creator built Confer (encrypted AI). Meta is integrating it. What this means for agencies handling sensitive client data.
Claude’s Effort Controls Let You Cut AI Costs 40% (While Getting Smarter Results)
March 21, 2026 by Leave a Comment
Claude’s new effort parameter lets you balance intelligence vs. cost per API call. Here’s the setup that cut my spend by 40%.
Claude Opus 4.6’s 1 Million Token Context Window Changes Everything
March 21, 2026 by Leave a Comment
1 million token context = entire business documents in one prompt. Here’s how it works and why solopreneurs should care.