11 min read
The Fix for Broken Benchmarks Is Architecture, Not Smarter Models
Agent benchmark noise is being fixed by architecture - ledgers, counterfactuals, decomposition, personas, readout discipline - not by smarter judges.
ANALYSIS
18 articles - page 2 of 2
10 min read
Your Benchmark Is Lying to You
Agent benchmarks are noisier than their scores admit: audits found misaligned ground truth, lenient model judges and scalars that hide failures. What to trust.
8 min read
Agent Memory Is Moving Into the Model
Agent memory is moving into the model: in-backbone memory, parametric memory, reconstruction and transactional writes challenge external stores. What to do now.
12 min read
What Happens When Tokens Are Too Cheap to Meter: Five Scenarios for Developers and Knowledge Work
What happens when AI tokens are too cheap to meter: five scenarios for developers and knowledge work, each with the signal that tells you it is arriving.
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11 min read
What If AI Was Free Tomorrow, at Exactly Today's Capabilities?
What if AI was free tomorrow at today's capabilities? A thought experiment on what changes for developers when price hits zero, and what stays scarce.
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Showing 13-17 of 17 articles
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