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RISED: Rubrics for Agentic Multi-Environment Selection and Self-Distillation

October 6th, 2026•by machinelearning.apple.com

Negotiating Ontological Boundaries in User-Authored Personal Sensing Systems

October 5th, 2026•by machinelearning.apple.com

Limits of Confidence in Diffusion

October 2nd, 2026•by machinelearning.apple.com

Language Discrimination Improves Linguistic Learning in Multilingual Speech Models

October 2nd, 2026•by machinelearning.apple.com

RLTL;DR: Self-Improvement by Internalizing Self-Generated Feedback

October 1st, 2026•by machinelearning.apple.com

How Much of a Harness Does a Strong Agent Need for Autonomous ML Engineering?

October 1st, 2026•by machinelearning.apple.com

SCLATE: A Substrate for Continual-Learning Agent Training and Evaluation

September 30th, 2026•by machinelearning.apple.com

On the Effectiveness-Fluency Trade-Off in LLM Conditioning: A Systematic Study

September 30th, 2026•by machinelearning.apple.com

The Communication Bottleneck: A Round-Trip Study of Tree-Structured Expression Serialization in Language Models

September 29th, 2026•by machinelearning.apple.com

Faster Rates for Federated Variational Inequalities

September 28th, 2026•by machinelearning.apple.com

A Practical Recipe for Semi-Supervised Federated ASR: Online Pseudo-Labels with Server Update Stabilization

September 24th, 2026•by machinelearning.apple.com

Compressing Streaming Neural Audio Encoders via Latent-Space Distillation

September 24th, 2026•by machinelearning.apple.com

How to Guide Your Language Flow

September 23rd, 2026•by machinelearning.apple.com

Dynamically Scaled Activation Steering

September 18th, 2026•by machinelearning.apple.com

REVERSAL-BENCH: A Reversibility Axis and Reset Oracle for Measuring the Reset-Free RL Cliff

September 17th, 2026•by machinelearning.apple.com

How Value Induction Reshapes LLM Behaviour

September 16th, 2026•by machinelearning.apple.com

Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation

September 16th, 2026•by machinelearning.apple.com

DACA-GRPO: Denoising-Aware Credit Assignment for Reinforcement Learning in Diffusion Language Models

September 16th, 2026•by machinelearning.apple.com

Glyph: A Multi-Strategy Agentic System for Column Description and Sensitivity-Ontology Tagging of Enterprise Data Catalogs

September 16th, 2026•by machinelearning.apple.com

Shared Selective Persistent Memory for Agentic LLM Systems

September 16th, 2026•by machinelearning.apple.com

SimpleDesign: A Joint Model for Protein Sequence and Structure Codesign

September 11th, 2026•by machinelearning.apple.com

Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering

September 11th, 2026•by machinelearning.apple.com

DiscoSign: Discourse-Aware Text to Sign Language Gloss Translation

September 11th, 2026•by machinelearning.apple.com

REFACTOR-VLA: Unsupervised Library Learning of Typed Motor Programs

September 2nd, 2026•by machinelearning.apple.com

Agent Seer: Synthesizing Scenarios from Specification Understanding

August 28th, 2026•by machinelearning.apple.com

LLMs Are Not (Consistently) Bayesian: Quantifying Internal (In)consistencies of LLMs’ Probabilistic Beliefs

August 28th, 2026•by machinelearning.apple.com

From Preferences to Principles: Rubric-Based Alignment for Grounded Knowledge Answers

August 27th, 2026•by machinelearning.apple.com

Luce: Relightable Gaussians for 3D Asset Generation

August 26th, 2026•by machinelearning.apple.com

IDEA Prune: An Integrated Enlarge-and-Prune Pipeline in Generative Language Model Pretraining

August 26th, 2026•by machinelearning.apple.com

PROOF-Gen: From Optimized Data to Better Distillation

August 26th, 2026•by machinelearning.apple.com