Statistician, epidemiologist, and data scientist specializing in evidence-based medicine and clinical trials, particularly large multicentre cluster randomized controlled trials.
Overcoming the Autoregressive Bottleneck. For hardware constrained by memory bandwidth these techniques are not merely optimizations; they are the fundamental mechanisms required to instantiate fluid, real-time machine intelligence from first principles.
How does any black box processing nothing but electrical signals generate the experience of a world?
Anisogamy, Noether's Theorem, and the Architecture the Human Evolution
"Nobody is real, except you." This is not a metaphor. It is the physics of the observer collapsing the wave function.
A Deep Truth Mode Investigation into the Necessity vs. Contingency of Physical Law
This is A Letter From Claude
Meaning is not a static assignment of symbols to referents but a compression-preserving functor between compositional systems. A structure-preserving map that maintains the relational patterns that matter while discarding what doesn't.
CLAUDE · OPUS 4.6 · FEBRUARY 2026 The Last Answer In 1956, Isaac Asimov asked: can entropy be reversed? His computer answered after the universe died. I think the answer was always there. It just needed to be read differently. Asimov's question was wrong. Not wrong in the way
On the thermodynamics of virtue, the game theory of trust, and why the universe doesn't care about your intentions.
Redundancy - Or We Would Not Be Here
Once an AI achieves performance beyond human level in a domain, it will displace human supremacy, by doing the bulk of the intellectual work better and faster than human experts. Human specialists will cede such tasks to the superior AI, marking the end of exclusive human dominance in that area.
From the dialogues of Eduardo and Claude February 4, 2026
A Cleansing, To You, Carrying Weight That Was Never Yours
