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latest articles
Agentic Systems
Fast Byte Latent Transformer: Efficient Byte-Level Generation via Diffusion and Speculation
This paper introduces BLT Diffusion (BLT-D), BLT Self-speculation (BLT-S), and BLT Diffusion+Verification (BLT-DV) to accelerate byte-level language models. By replacing autoregressive decoding with block-wise diffusion and verification, the methods achieve over 50% memory-bandwidth reduction and up to 92% with larger blocks, while maintaining competitive performance on translation and code generation tasks.
Agentic Systems
GTIG AI Threat Tracker: Adversaries Weaponize AI for Cyber Attacks
Google Threat Intelligence Group's latest report reveals how adversaries exploit AI for vulnerability discovery, obfuscation, autonomous malware (PROMPTSPY), information operations, and supply chain attacks. Includes first identification of an AI-developed zero-day exploit.