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Seth WheelerAug 24, 2026 • 10 min read
Why a Small Transformer Can't Copy a Word It Hasn't Seen
An 11.9M-parameter transformer scores 83% strict on the domains it trained on and 0/8 on a single un...
#measurement#codegeneration#llm#tokenization
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Breach ProtocolAug 21, 2026 • 4 min read
An agent that cannot mark its code done until the hardware agrees
A new system for generating industrial controller code refuses to let the model declare success unti...
#agents#codegeneration#verification#industrialcontrolsystems
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