Darrow O'Lykos

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upvoted a paper about 11 hours ago

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning

Paper • 2606.22873 • Published Jun 22 • 17

upvoted a paper about 22 hours ago

GroundAnything: Reconciling Parallel Decoding with Precise Visual Grounding at Flash Speed

Paper • 2609.39600 • Published 12 days ago • 1

upvoted 2 papers 1 day ago

MetaEncoder: Exploring the Limit of Bi-Encoders for Multimodal System One Decision Making with Natural Language Interface

Paper • 2610.11316 • Published 4 days ago • 2

DesignPref: Capturing Personal Preferences in Visual Design Generation

Paper • 2511.20513 • Published Nov 25, 2025 • 1

upvoted 16 papers 2 days ago

AutoResearch at Production Scale: Failure Modes and a Multi-Agent Framework

Paper • 2609.30541 • Published 18 days ago • 3

Agent Plasticity: Measuring Self-Improvement Through Experience

Paper • 2610.08902 • Published 6 days ago • 5

Learning Multimodal Embeddings with Evidence-Aligned Readout

Paper • 2609.33659 • Published 15 days ago • 10

Composing What Each Teacher Learned: Multi-Teacher On-Policy Distillation through Teacher-Relative Shifts

Paper • 2610.10460 • Published 5 days ago • 9

MIMESIS: Learning User Simulators as Training Environments for Interactive Agents

Paper • 2610.09484 • Published 5 days ago • 23

STEPQuant: When and Where Errors Matter in Delta-Rule Recurrent State Quantization

Paper • 2609.38169 • Published 13 days ago • 118

Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight

Paper • 2610.08077 • Published 6 days ago • 159

Incremental Open-Ended Deep Research with Structured Harness

Paper • 2610.11566 • Published 4 days ago • 7

Frozen Models, Evolving Expertise: Model-Agnostic Learning from Deployment Experience for Multimodal Medical AI

Paper • 2610.09146 • Published 6 days ago • 6

Can AI Agents Make Open-Ended Scientific Discovery? Evidence from Station

Paper • 2610.08927 • Published 6 days ago • 8

Synthesis Through Simulation: Generating Coherent Enterprise Data via Scalable Agent-System Interaction

Paper • 2610.10549 • Published 18 days ago • 7

A Closer Look at Agentic BBO: Benchmarking LLM Agents for Black-Box Optimization

Paper • 2610.12183 • Published 4 days ago • 8

Retrieval-Centric Deep Learning in Growing Nonparametric Neural Networks

Paper • 2610.03858 • Published 10 days ago • 12

From Prompting to Composing: A Spatial Canvas Interface for Poster Generation

Paper • 2610.12230 • Published 4 days ago • 11

USDCraft: Geometrically Grounded Programmatic Modeling of Articulated 3D Assets for Simulation

Paper • 2610.11322 • Published 4 days ago • 18

What Did the Agent Actually Do? Evidence-Grounded Oversight for Long-Horizon Agents

Paper • 2610.06406 • Published 7 days ago • 20