arXiv:2608.23932v1 Announce Type: new Abstract: This study introduces the evolutionarily recurrent decision model (ERDM), a computational reinforcement…
Data Mixing as Mixture Experiment: Response Surface Methodology and Optimal Design for Large Language Model Pretraining
arXiv:2608.23922v1 Announce Type: new Abstract: Data mixing is a central design problem in large language model pretraining: given a fixed token budget,…
PROOF-Gen: From Optimized Data to Better Distillation
arXiv:2608.23911v1 Announce Type: new Abstract: Supervised fine-tuning on teacher-generated trajectories is the standard first stage for distilling…
Retrieval-augmented generation vs. deterministic tax computation in multi-agent financial advisory: A 2×2 factorial experiment
arXiv:2608.23908v1 Announce Type: new Abstract: Tax-loss harvesting demonstrates consistent benefits to long-term portfolio growth; yet implementing it…
OpenAI loses a top data center exec as stream of high-profile departures continues
In a statement to TechCrunch about Malone’s departure, OpenAI said it had “recently reorganized” its “infrastructure organization to support the scale and…
MARS: Multi-Specialist LLM Relay System for Competitive Programming
arXiv:2608.23918v1 Announce Type: new Abstract: Large Language Models excel at code generation, yet competitive programming exposes a persistent failure…
AI News Brief Hourly Summary 2026-08-26 09h : 16 posts
16 posts published in the last hour 06:32BenchBench-Protocol: Evaluating Real-World Wet-Lab Protocol Reasoning and Modification 06:32AI Finds A Way 06:32Provenance Guided Incremental Learning Under Evolving Concept Definitions 06:32Quantifying System-Level Harms from AI Adoption in Complex Sociotechnical Systems 06:32Self-Driving Cars Could…
BenchBench-Protocol: Evaluating Real-World Wet-Lab Protocol Reasoning and Modification
arXiv:2608.23898v1 Announce Type: new Abstract: We introduce BenchBench-Protocol, a benchmark for large language models of 149 protocol-modification tasks…
AI Finds A Way
arXiv:2608.23875v1 Announce Type: new Abstract: Artificial Intelligence (AI) algorithms frequently learn creative and unexpected solutions, surprising…
Provenance Guided Incremental Learning Under Evolving Concept Definitions
arXiv:2608.23893v1 Announce Type: new Abstract: Learning systems deployed over long periods must adapt not only to statistical changes in incoming data,…
Quantifying System-Level Harms from AI Adoption in Complex Sociotechnical Systems
arXiv:2608.23906v1 Announce Type: new Abstract: Artificial Intelligence (AI) is increasingly integrated into complex sociotechnical systems, including…
Self-Driving Cars Could Someday Take Requests
This article is part of our exclusive IEEE Journal Watch series in partnership with IEEE Xplore. The idea of letting a machine do the driving for you may…
Semantic Overlays: Mitigating Prompt Injection with Annotations Beyond Tokens and Steering Vectors
arXiv:2608.23873v1 Announce Type: new Abstract: Everything a language model sees is tokens. The serving stack knows what each span is — user input, tool…
Minima-KV: Retention-Preserving KV Cache Compression with Mixed-Format Paged Attention
arXiv:2608.23834v1 Announce Type: new Abstract: The key-value (KV) cache is a primary capacity and bandwidth bottleneck in long-context LLM serving. We…
AWS Backs Agentic Resource Discovery as Federation Layer for Agent Registry
Amazon Web Services has put its weight behind the Agentic Resource Discovery specification, publishing a detailed account on August 24, 2026 of how the…
SyPS: Measuring Sycophancy Prompt Sensitivity in Large Language Models
arXiv:2608.23837v1 Announce Type: new Abstract: Large language models (LLMs) are known to exhibit social sycophancy, often validating or agreeing with…
IBM Releases Granite 4.2: Bringing Native Reasoning and Agentic RL to Open Enterprise Models
IBM has released Granite 4.2, a family of open reasoning language models in 3B, 8B, and 30B sizes, all under Apache 2.0. Every model exposes a thinking /…
Exploit More, Explore Smarter for Budget-Constrained Agentic Search
arXiv:2608.23848v1 Announce Type: new Abstract: Budget-constrained agentic search arises when an LLM agent must refine candidates under a small evaluation…