arXiv:2608.24794v1 Announce Type: new Abstract: Outcome-supervised search agents learn when and how to retrieve evidence, but terminal rewards neither…
Category: AI
Qwen3.8-Flash-Next Previews Qwen4 Architecture With 6B Active Parameters
Qwen3.8-Flash-Next Previews Qwen4 Architecture With Hybrid Attention and 6B Active Parameters Alibaba’s Qwen team released Qwen3.8-Flash-Next on August…
Meta$^n$: Recursive Self-Improvement through Emergent Depth
arXiv:2608.24735v1 Announce Type: new Abstract: Self-improving LLM agents refine answers, not the process that produces those answers. Systems that add a…
Anthropic and OpenAI are joining the AI stage at TechCrunch Disrupt 2026
At TechCrunch Disrupt 2026, the AI Stage is back to dig into the single hottest topic in the community for the past few years, presented by Google for…
StepGuard: Learning Step-Level Guardrails with Scalable Supervision and Safety-Utility Balancing
arXiv:2608.24777v1 Announce Type: new Abstract: LLM-based agents can interact with external environments through tool invocation, but this capability also…
Build agentic creative workflows with Amazon Quick and fal
Creative teams produce more assets than ever, but fragmented tools and manual context transfer slow production. This post shows how to build a reusable…
Right Diagnoses, Decorative Reasoning:A Perturbation Audit of Medical Chain-of-Thought
arXiv:2608.24790v1 Announce Type: new Abstract: Clinicians read chain-of-thought (CoT) rationales as evidence of medical reasoning, but whether the…
What Would Have to Be True for Agentic Coding to Replace Junior Engineers
Four falsifiable conditions for agentic coding replacing juniors, tested against METR, OpenAI, DORA and Stanford primary source evidence
MAPLE: MoE Adaptive Plug-and-play Layer-wise Expert allocation
arXiv:2608.15299v2 Announce Type: replace-cross Abstract: Sparsely-activated Mixture-of-Experts (MoE) Transformers universally fix the same number of…
Surprise: Z.ai is the AI lab behind the mysterious Ox Alpha model
Z.ai confirms it is behind Ox Alpha, the mysterious open AI model topping benchmarks and leaderboards, and its weights are set to be released soon.