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Oct 28, 2026, 10:55 AM EDT
Anthropic Says an Unreleased Claude Model Chained Bugs Into Working Exploits for Chrome, Safari, Android, Windows and Linux
An unreleased Claude model chained bugs into five working exploits for Chrome, Safari, Android, Windows and Linux, all now patched, Anthropic says.
Oct 28, 2026, 6:48 AM EDT
Discrete Visual Tokens Just Matched Continuous Ones on Multimodal Understanding — Rewriting a Core Assumption of Native Multimodal Models
A new arXiv paper shows quantization error is an unreliable proxy for semantic loss: with Factorized Vector Quantization, discrete visual token models become competitive with Qwen3-VL on OCR and understanding benchmarks.
Oct 28, 2026, 6:47 AM EDT
Cognition's FrontierCode 2.0 Grades Coding Agents on Vague Prompts. Opus 5.5 Tops It at 45.5%, and Max Effort Has a Cost
FrontierCode 2.0 uses deliberately underspecified prompts and adds three times as many thoroughness blockers. Here is what its scores, effort curves and failure examples mean for how you prompt, configure and review coding agents.

October 28, 2026

An unreleased Claude model chained bugs into five working exploits for Chrome, Safari, Android, Windows and Linux, all now patched, Anthropic says.