Andreessen Horowitz has two partners sitting on the boards of companies that now compete with each other: Ben Horowitz at Databricks and Martin Casado at…
Tag: AI
MaliciousSkillBench: A Comprehensive Benchmark for Malicious Agent Skill Detection
arXiv:2608.19901v1 Announce Type: cross Abstract: Agent Skills extend LLM agents with reusable instruction packages that may also include scripts,…
Listening Forward: Next Patch Embedding Prediction Enables Scalable Audio Learners
arXiv:2608.19863v1 Announce Type: cross Abstract: Self-supervised learning (SSL) has driven substantial progress in audio representation learning, though…
Adaptive Probabilistic Shielding by Learning MDPs for Safe Reinforcement Learning
arXiv:2608.19836v1 Announce Type: cross Abstract: Probabilistic shielding is a technique for safe reinforcement learning (RL). Typically, a static…
Core-KAN: Continuous Vision Kernels with Kolmogorov-Arnold Networks
arXiv:2608.19817v1 Announce Type: cross Abstract: Conventional convolutional kernels are typically defined on fixed discrete grids, limiting their ability…
MileGPO: Milestone Inference with Local Evidence for Graph-Based Policy Optimization of Long-Horizon LLM Agents
arXiv:2608.19803v1 Announce Type: cross Abstract: Credit assignment is challenging in long-horizon agentic reinforcement learning, where supervision often…
US wants to force partner countries to choose between Washington and Beijing in the AI race
The US is drafting a letter to partner countries telling them to pick a side in the AI standoff between Washington and Beijing, according to Reuters. The…
Repo0: Design-Driven Zero-to-All Code Generation
arXiv:2608.19854v1 Announce Type: cross Abstract: Large language model agents have made substantial progress in code generation, yet most existing systems…
An Irreducible Quantum Advantage in Aligning World Models with Reality
arXiv:2608.19779v1 Announce Type: cross Abstract: World models provide digital simulacra of the true world, allowing agents to be trained and tested…
Finite-Horizon Input-Output Dynamics of Minibatch Perturbations in AdamW
arXiv:2608.19762v1 Announce Type: cross Abstract: A minibatch can influence training beyond the update at which it is observed because AdamW stores past…