3 papers
cs.LG2026
Ubiquity of Emergent Hebbian Dynamics in Regularized Learning
David Koplow, Tomaso Poggio, Liu Ziyin
Hebbian and anti-Hebbian plasticity are widely observed in the brain and are classically modeled as mechanistic, local homosynaptic rules stabilized by homeostatic constraints. Thi…
cs.AI2026
Tool Building as a Path to "Superintelligence"
David Koplow, Tomer Galanti, Tomaso Poggio
The Diligent Learner framework suggests LLMs can achieve superintelligence via test-time search, provided a sufficient step-success probability . In this work, we design a benc…
astro-ph.IM2025
Call to Protect the Dark and Quiet Sky from Harmful Interference by Satellite Constellations
IAU Centre for the Protection of the Dark, Quiet Sky from Satellite Constellation Interference, Gyula I. G. Józsa +40
The growing number of satellite constellations in low Earth orbit (LEO) enhances global communications and Earth observation, and support of space commerce is a high priority of ma…