5 citations · 6 across the 13 of their papers we have counts for
3 papers · 1 filter
Einstein World Models
Munachiso Samuel Nwadike, Zangir Iklassov, Ali Mekky +2
Does intelligence require the ability to reason about phenomena beyond direct experience? It is natural to suspect that some complex thought cannot be captured through language alo…
Measuring AI Reasoning: A Guide for Researchers
Munachiso Samuel Nwadike, Zangir Iklassov, Kareem Ali +2
In this paper, we offer a guide for researchers on evaluating reasoning in language models, building the case that reasoning should be assessed through evidence of adaptive, multi-…
Sycophancy Hides Linearly in the Attention Heads
Rifo Genadi, Munachiso Nwadike, Nurdaulet Mukhituly +3
We find that correct-to-incorrect sycophancy signals are most linearly separable within multi-head attention activations. Motivated by the linear representation hypothesis, we trai…