arXiv:2608.15018v2 Announce Type: replace Abstract: Deploying large language models (LLMs) for inference on edge devices is challenging due to severe…
Category: AI
Reconstruction: A Blind Benchmark for Recovering Research Ideas from Pre-Publication Bibliographies
arXiv:2608.16645v2 Announce Type: replace Abstract: Can a language model recover the true research idea of a published paper when given only that paper’s…
AI data startup Micro1 reaches $500M gross run rate amid AI training boom
Surging demand for AI training data is driving rapid growth for the startup and its rivals.
GRIP: Grounded Reasoning via Information-Restricted Premises
arXiv:2608.16776v2 Announce Type: replace Abstract: High-capacity encoders in retrieval-augmented generation (RAG) can let the query dominate the latent…
Hybrid LLM-Augmented Reinforcement Learning Agents for Complex Sequential Decision Tasks
arXiv:2608.03502v2 Announce Type: replace Abstract: Large Language Models (LLMs) have recently shown strong capabilities in reasoning, planning, and…
Train the Model, Not the Reader: Decodability Supervision for Verifiable Activation Explanations
arXiv:2607.20379v2 Announce Type: replace Abstract: Natural-language autoencoders score explanations of hidden activations by reconstruction. An…
Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting
arXiv:2607.26643v2 Announce Type: replace Abstract: Enabling large language model (LLM) agents to accumulate and reuse experience from past interactions…
BrainBench: Benchmarking Large Language Models for Comprehensive EEG Understanding
arXiv:2608.04156v2 Announce Type: replace Abstract: Electroencephalography (EEG) analysis extends beyond assigning predefined labels to recordings; it…
TVA Board Creates Data Center Rate to Shield Households From AI Power Costs
The Tennessee Valley Authority’s Board of Directors on August 20, 2026 approved a new wholesale rate class built specifically for data centers, part of a…
Fragility of Value under Imperfect Alignment
arXiv:2607.28881v3 Announce Type: replace Abstract: As more responsibility is placed upon AI systems, it becomes increasingly important to guarantee that…