Evidence reveals that the language of thought is not natural language

Some people find it useful to talk through their problems—but language isn't necessary for logical reasoning, cognitive ...
GitHub

OneThinker: All-in-one Reasoning Model for Image and Video

We introduce OneThinker, an all-in-one multimodal reasoning generalist that is capable of thinking across a wide range of fundamental visual tasks within a single model. OneThinker demonstrates strong ...
IEEE

Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding ...

Abstract: Inductive bias in machine learning (ML) is the set of assumptions describing how a model makes predictions. Different ML-based methods for protein-ligand binding affinity (PLA) prediction ...
GitHub

Inductive program synthesis with library learning, for JS/TS. No LLM, no GPU.

Enumerative search over a bounded DSL: it shines at small, composable transformations over numbers, strings, arrays and JSON. It is not general-purpose code generation.
IEEE

A Critical Review of Inductive Logic Programming Techniques for Explainable AI

Abstract: Despite recent advances in modern machine learning algorithms, the opaqueness of their underlying mechanisms continues to be an obstacle in adoption. To instill confidence and trust in ...