Perplexity's "JOLT": A Learning Method That Also Trains the Teacher

Good morning. This is Obata.To make an AI smarter, you should have it taught by a smarter AI acting as a teacher. However, ...
remio.ai

Figma Editing Model Training Challenges the Generalist Approach

Figma says training on more than 250,000 examples helped an early Figma editing model compete with leading models on canvas ...
BIOENGINEER

Reinforcement learning for long-horizon robot manipulation mapped in 130-study review

A new scoping review of 130 studies finds that reinforcement learning for long-horizon robotic manipulation is dominated by ...

What is Harness Learning? A deep dive into the paper where AI gets smarter by rewriting its own "workflow" https://arxiv.org/pdf/2609.35738

Human OS Research Notes / Reading the World through StructureThe subject is the JHU × CMU paper, "Harness Learning Enables ...
ctol.digital

Google Sleep: dreaming drives fact learning; consolidation supports reasoning

Dreaming supplies 70% to 78% of Google Sleep's knowledge gain on a facts test. The paper credits consolidation for maths and ...
Rebellion Research

Dynamic Asset Allocation Using Machine Learning for Risk Management

Explore dynamic asset allocation using machine learning to adapt portfolio weights, interpret market signals, and balance ...

Ex-MI6 Officer Wants To Break Big Tech’s Grip On Enterprise AI

Overmind founders Tyler Edwards and Sam Brunt claim their platform can help businesses build specialized AI models with lower ...
Interesting Engineering

Humanoid robot tackles ladders and obstacles with 92.5% simulation success

ETH Zurich researchers develop a control system that helps humanoid robots climb ladders, cross obstacles, and recover from ...