Are AI Decisions Human at Their CORE? An Interactive Choice Lab
A browser experiment in reward learning, behavioral agreement, and why matching choices is not the same as matching cognition.
A digital garden
Essays, code, and music at the border of AI, philosophy, and literature.
Choose a subject and follow a reading path through the archive.
Why alignment is not the absence of capability but the architecture that shapes it. From the temple at Delphi to the harness in your pocket.
On total recall, Pierre Menard, and what Borges saw before anyone else. From building Funes to preserving family voices: the cost of perfect memory and the architecture that makes it survivable.
A journey through law and AI agents: delegation, memory, and what changes when the clerk never forgets — where institutional systems meet automation.
A browser experiment in reward learning, behavioral agreement, and why matching choices is not the same as matching cognition.
Explore the DFT, the classic FFT, and what OpenAI's tiny theoretical exponent saving actually means in a browser-based visual laboratory.
Close the loop between a fly connectome and a Fourier-parameterized shader: give the descending neurons the knobs, feed the result back to the visual system, and look for attractors and sensorimotor operators.
A new FlyDoom demo uses the MaleCNS descending layer to control Fourier coefficients that deform a 3D arena. Reward increases as the environment converges toward a predetermined target shape.
A continuous browser loop feeds text and the model's own audio back into a frozen MaleCNS connectome and trains an online readout against a target WAV sample by sample.
We reuse the same compact MaleCNS connectome from FlyDoom and place it inside a morphology-evolution loop: bodies built from functional protein-inspired modules change as the physical curriculum gets harder.
We compressed all 165,122 neurons of the MaleCNS connectome from 37MB down to 4.98MB via FlatBuffers and a 4-bit LUT to fit inside L3 cache, enabling Drosophila to play Doom using bilateral olfaction and vision.
An Agent Skill license can do more than say who may use what: it can teach agents how to comply, meter use, and leave a verifiable trail — without hidden telemetry and without turning licensing into a billing framework.
A story about compression, cross-entropy, and the instant when the universe learns to recognize its own act of reading.
A conversation about the impossible image, interrupted hours later by the arrival of the polynomial itself.
If a person is a shortcut and not a load-bearing brick, what stops a person from having two counterparts?
Persona is performance, is 'as if it were', until it is,