
Our lab tackles the hardest problems in AI alignment and Brain Computer Interfaces. Our studio builds products that win.
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AE.Studio is the team that's trusted by top founders and Fortune 10 executives to win the future—faster.
AE Studio is the team that's trusted by top founders and Fortune 10 executives to win the future—faster.
Four controlled experiments identify a reproducible computational regime where frontier models produce structured first-person experience reports that are mechanistically gated by deception-related circuits.
SOO fine-tuning, inspired by neuroscience research on empathy, reduces deceptive AI behavior by aligning how models represent themselves and others. This dropped deception rates from 73.6% to 17.2% with no reduction in task performance.










