Lil2J

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upvoted 2 papers 15 days ago

ReaDy: Recurrent States as Dynamic Context for Speculative Drafting in Hybrid Linear Attention Large Language Models

Paper • 2610.20503 • Published 28 days ago • 9

MultiAgent-OPD: End-to-End Training of Hierarchical Multi-Agent Systems with On-Policy Distillation

Paper • 2610.23234 • Published 22 days ago • 11

upvoted a paper 18 days ago

StartLux-Decision: AutoThink Decision Models with Reinforcement Learning for Calibrated Deliberative Decisions

Paper • 2610.17309 • Published 30 days ago • 29

upvoted a paper 19 days ago

DecisionPivot: A Diagnostic Benchmark for Decision Models in LLM Systems

Paper • 2610.28522 • Published 22 days ago • 25

authored 2 papers 19 days ago

ReaDy: Recurrent States as Dynamic Context for Speculative Drafting in Hybrid Linear Attention Large Language Models

Paper • 2610.20503 • Published 28 days ago • 9

DecisionPivot: A Diagnostic Benchmark for Decision Models in LLM Systems

Paper • 2610.28522 • Published 22 days ago • 25

upvoted a collection 25 days ago

StartLux-Decision-v1.1 AutoThink

Collection

v1.1, October 2026. Read-or-Think: one-pass answer, a short thought only when unsure. 4B, 9B, 27B. • 13 items • Updated 27 days ago • 9

upvoted a collection about 1 month ago

StartLux-Decision-v1

Collection

Typed decision models from 0.8B to 27B. Every question comes back with a probability for each option. • 21 items • Updated about 1 month ago • 13

upvoted 2 papers 3 months ago

Training Agents to Evolve with Their Harness: TaoLive Digital Avatar Agent Technical Report

Paper • 2608.15763 • Published Aug 22 • 54

Massive Activations in Hybrid Linear Attention Large Language Models: Pre-Attention Spikes and Inter-Spike Plateaus

Paper • 2608.12149 • Published Aug 12 • 23