See how the system changes how papers are read. Not summaries. Not automation.
Epistemic X-ray vision.
On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?
Bender et al. (2021)
The hero demo. Watch how adversarial claims become boundary questions. This is epistemic conflict resolution.
The Transformer Architecture
Vaswani et al. (2017)
Reverse-engineer a field's origin myth. See the foundational claims that birthed an entire research paradigm.
Harmlessness from AI Feedback
Anthropic (2022)
Where responsibility gets blurry. See how claims shift from 'models are dangerous' to 'governance is solved'.