arXiv:2608.10434v3 Announce Type: replace Abstract: Machine learning-based Intrusion Detection Systems (IDS) have demonstrated superior performance in…
Tag: AI Security
Who&When Pro: Can LLMs Really Attribute Failures in AI Agents?
arXiv:2607.09996v2 Announce Type: replace Abstract: Automated failure attribution uses LLMs to identify where and why agentic systems fail. As agents…
Dell and Intel weigh the costs of enterprise AI scalability
Enterprise AI scalability is running into a hard budget wall for some customers. As agentic workloads multiply, cloud token bills are consuming…
Epic Games CEO Confirms ‘Huge Pivot’ to Retool Teams for AI
Epic Games founder and CEO Tim Sweeney said on October 12, 2026 that the company has a company-wide reorganization underway aimed at artificial…
AutoControl Arena: Synthesizing Executable Test Environments for Frontier AI Risk Evaluation
arXiv:2603.07427v3 Announce Type: replace Abstract: As Large Language Models (LLMs) evolve into autonomous agents, existing safety evaluations face a…
AI governance shifts to runtime as always-on agents spread
As enterprises move from debating artificial intelligence adoption to deploying it, AI governance has become the harder question. Autonomous agents now…
Anthropic Red Team Says Small AI Models May Soon Replicate on IoT Devices
Anthropic’s Frontier Red Team published research on October 12, 2026 reporting that small AI models may be months away from being capable of…
D-Matrix Unveils Squadron Multi-Rack AI Inference Clusters
d-Matrix announced Squadron, a fleet of multi-rack systems for AI inference at data center scale, on October 12, 2026, with founder and CEO Sid Sheth…
Deepgram targets voice AI on air-gapped laptops
Voice AI is quickly becoming core infrastructure as people swap screens and clicks for conversations with their devices. That shift puts new pressure on…
Meta’s new frontier model Muse Wonder Full breaks into the AI top tier
Meta’s new Muse Wonder models rank in the top three on six out of ten benchmarks, with the biggest gains in agentic tasks. But the cost per task has…