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Citing Meta lawsuit, Khan says more aggressive FTC will not turn ‘blind eye’ to big tech data abuses
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Meta now lets AI agents handle the boring parts of WhatsApp Business setup
Meta launched a WhatsApp Business Tools MCP server that lets AI agents like Claude or Cursor set up and manage WhatsApp Business messaging accounts.
Meta announced a WhatsApp Business Tools MCP server, a Model Context Protocol server that connects AI coding agents such as Claude, Cursor, Codex, or ChatGPT directly to the WhatsApp Business Platform. The agents can handle account creation, phone number verification, Cloud API registration, Terms of Service checks, messaging template creation/editing, and webhook testing. Meta's companion Social Technologies MCP can also discover API endpoints, search documentation, and troubleshoot errors. The launch extends Meta's existing MCP servers for ad management and app configuration monitoring.
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Safe Meta-Reinforcement Learning via Information Space Reachability
Safe meta-RL framework reasons about safety in information space, learning a safety value function used for safety filtering and constrained policy optimization.
The paper proposes safe meta-RL that reasons about safety in information space, capturing both physical state and the agent's belief over the underlying task. A safety value function measures the probability of avoiding unsafe regions indefinitely and satisfies a self-consistency condition and Bellman equation, making it learnable via meta-RL. The resulting algorithm uses the learned function for safety filtering and constrained policy optimization, with effectiveness demonstrated on meta-RL benchmarks.
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Meta adds three new features to keep WhatsApp accounts secure
Meta strengthens WhatsApp account security with alphanumeric two-step verification passwords, unknown-caller context on Android, and multiple passkeys per account.
Meta upgraded WhatsApp's two-step verification from a six-digit PIN to a longer alphanumeric password that can include special characters. On Android, calls from unsaved numbers now show context such as whether the number is registered in another country or shares groups with the recipient, countering scam urgency. More than one billion users have set up passkeys, and users can now register multiple passkeys on one account across mixed platforms.
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Instagram’s AI detection is a mess (again)
Instagram is mislabeling ordinary edited photos as AI Content while some AI imagery goes unlabeled, repeating a 2024 detection failure.
The Verge documents weeks of erroneous AI Content labels on Instagram, including images edited only with Canva's Background Remover or an iPhone Photos app, while some generative images escape tagging. Canva said some of its assistive AI tools were being tagged as generative and claims the issue is fixed, though users still report tagging. Meta scans IPTC and C2PA metadata and uses signals like Google's SynthID, but remains vague about detection criteria; one tester found only Meta AI-created or edited images reliably triggered labels, and an image-poisoned photo was tagged. A similar mislabeling wave hit Instagram in 2024.
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