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commented 2 papers 3 days ago

Route Anything: A Study of Model and Policy Routing for General-Purpose AI Systems

Paper • 2611.05275 • Published 11 days ago • 83 •

3

Think Less, Locally: Local Preference Learning for Reasoning Compression

Paper • 2611.04814 • Published 11 days ago • 67 •

14

commented 2 papers 7 days ago

What Effort Level Should I Choose? On the Economics of Reasoning Effort in LLM Agents

Paper • 2610.34491 • Published 20 days ago • 22 •

5

Eat Your Precision: Precision Objective Mitigates Reward Hacking in Rubric-based RL

Paper • 2610.33512 • Published 21 days ago • 35 •

3

commented 3 papers 15 days ago

Cortex: Consolidating Context into Parametric Memory

Paper • 2610.20399 • Published about 1 month ago • 69 •

4

Beyond Domain-Routed Supervision: Cross-Teacher Guarding for Multi-Teacher On-Policy Distillation

Paper • 2610.13521 • Published Oct 9 • 65 •

4

LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation

Paper • 2610.19975 • Published about 1 month ago • 44 •

4

commented 2 papers about 1 month ago

LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 68 •

10

Spurious Rewards: Rethinking Training Signals in RLVR

Paper • 2506.10947 • Published Jun 12, 2025 • 2 •

1