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Reflective coverage.

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#arcana1#multi-agent1#program1#synthesis1
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ARCANA: A Reflective Multi-Agent Program Synthesis Framework for ARC-AGI-2 Reasoning

arXiv:2607.09059v1 Announce Type: new Abstract: We present ARCANA, a collaborative multi agent framework for solving ARC AGI 2 tasks under strict test time and hardware constraints…

7 views ·
#arcana#multi-agent
R/BIOLOGY

Why melanin? From a technical standpoint, I can understand that blending in with shadows is good, and a reflective approach to radiation shielding would make you a target, but...

24 views ·
ROLLING STONE

Lola Young Returns With Reflective Single ‘From Down Here’

Lola Young released a new single, "From Down Here," which was co-written with James Blake.…

24 views ·
#music#new release#artist news
ARXIV CS.AI

STRIDE: A Self-Reflective Agent Framework for Reliable Automatic Equation Discovery

LLM-based equation discovery offers a promising route to recovering symbolic laws from data, but many systems still rely on generation-centered loops that propose candidates, fit p…

18 views ·
#artificial intelligence#machine learning#equation discovery
ARXIV CS.AI

AMR-SD: Asymmetric Meta-Reflective Self-Distillation for Token-Level Credit Assignment

The alignment of Large Language Models (LLMs) for complex reasoning heavily relies on Reinforcement Learning with Verifiable Rewards (RLVR). However, standard algorithms like GRPO …

22 views ·
#artificial intelligence#machine learning#self-distillation