Public sector AI use carries constraints the private sector doesn't: decisions must be explainable, records must be defensible, and the people affected can't take their custom elsewhere. Here's what that changes.
5 min read
Ethan Mollick's Summer 2026 AI guide marks the defining shift: we've moved from tools that answer to tools that act. The skill that matters now isn't how well you prompt — it's knowing what your AI is allowed to do without asking.
5 min readAI can read more than you can and is confidently wrong about what it read. For researchers, that's a specific and manageable risk. Here's how to get the speed without inheriting a fabricated citation.
4 min readLenny Rachitsky's 6,000-person survey found the workforce splitting along an AI skill fault line — not access, not tools, but whether you've built the workflows that let AI amplify rather than overwhelm. Here's what the amplified 49% are doing differently.
5 min readAnthropic shipped an effort toggle with Claude Opus 5. Google released three tiers of Gemini Flash and deprecated temperature settings. Every major AI provider made the same call this week: match the task to the reasoning depth. Here's how.
5 min readProject management is mostly synthesis, chasing, and translation between audiences — three things AI handles well. Here's how to hand those over without losing the judgement that keeps a project honest.
5 min readAI is genuinely good at the mechanical half of analysis and unreliable at the half that matters. Here's where the line sits, and the four skills that let analysts move faster without shipping a confident wrong number.
5 min readPatin turns these into five-minute drills that score what you write and tell you why. It's in closed beta — join the waitlist and we'll email you when your cohort opens.
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