"The Cognitive Revolution" · AI:AM: A Level We Shouldn't Pass? Notes from The Curve + Tokens vs. Salaries & Is SaaS Cooked?
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Created Apex 1.1 benchmark by making tasks well-specified and adding rubrics that penalize scatter-gunning answers
“We were able to collect a bunch of experts' rubrics and answers, also supplemented those with synthetic data... graded it against the expert answers with real request RL.”
“I have on my website BEP Research, cost per completed task… benchmarks based on the model and the vertical”
“Benchmarking is very powerful, especially to identify friction, slow pages, unnecessary checkouts… you want to benchmark the friction or the basic hygiene stuff, but you want to protect what makes you unique.”
“…pulling in sentry bugs, cataloging them into issues and tasks, completing them and then creating PRs for me.”
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