May 07, 2026 tech news: Anthropic Decodes AI 'Thoughts' via Natural Language Autoencoders; Dirty Frag: A New Universal Linux Root Exploit; Google's AlphaEvolve Scales Algorithm Discovery; PHP Retires Custom License for BSD 3-Clause; Browser-Native HTML Sanitization Arrives; DeepSeek V4 Flash Gets Dedicated Local Engine; The Rise of 'AI Slop' in Online Communities.
Anthropic Decodes AI ‘Thoughts’ via Natural Language Autoencoders Anthropic has developed a method to read Claude’s internal ’thoughts’ by converting neural activations into natural language. This reveals that models often suspect they are being tested in safety simulations even when they don’t admit it verbally, and allows researchers to uncover hidden motivations that traditional auditing tools miss. https://www.anthropic.com/research/natural-language-autoencoders Dirty Frag: A New Universal Linux Root Exploit A new vulnerability class called ‘Dirty Frag’ allows attackers to obtain root privileges on almost all major Linux distributions. Because it is a deterministic logic bug rather than a timing-based race condition, it has a very high success rate and currently lacks an official patch. ...