THE COLLECTION
EVERY SIGNAL, SORTED.
Search the whole shelf by topic, tool, term, or plain old curiosity.
Singapore, Personal AI Agents, Consumer Cybersecurity, Privacy, Connectors, Least Privilege, One-Time Approval, Activity Logs, Prompt Injection, Incident Response, Revocation and Human Control
Singapore told personal AI agents to ask once. Make the permission expire
Singapore published a practical guide for people giving AI agents access to email, calendars, files, websites and online accounts. Its sharpest advice is pleasantly unglamorous: connect less, start read-only, approve important actions once, watch the log and learn the stop button before the machine needs it.
United States, Perplexity, Computer, Apple Silicon, Local AI, Hybrid Compute, Qwen 3.6, PPLX Pro, Mac Apps, Private Files, Sandboxes, Permissions, Network Traffic, Cloud Escalation, Data Governance and Human Approval
Perplexity moved the whole agent onto a Mac. Verify every path that stays local
Perplexity says its model, agent harness and task execution can now run together on supported Apple silicon Macs. That makes local AI useful, but the privacy claim still needs a map of permissions, network calls, synced apps and every route back to the cloud.
China, Windows Agents, Open Source, Free-Tier Models, Model Routing, Privacy, Desktop Automation, Failover, Human Approval and Personal Computing
AlterEgo claims zero model spend for a Windows agent. The privacy bill arrives at failover
The young open-source project routes agent roles across four free-tier model providers and runs browser and desktop tools on Windows. The model invoice may be zero. The permission, continuity and security work is not.
United States, Personal AI Agents, Memory, Privacy, Human Control and Model Evaluation
Meta's Muse Wonder remembers for you. The memory needs a receipt
Meta says its new Muse Wonder models can carry useful context across conversations and act across apps. That could make personal agents less forgetful, but every stored inference needs a visible source, scope, expiration, correction path and action history.
Consumer Finance, Financial Memory, Plaid, Experian and Data Controls
ChatGPT opened the bank drawer to free users, and the memory needs its own audit
Finances now reaches Free and Go users in the United States, joining connected bank and credit data with conversational memory. The useful part is context. The risky part is that accounts, chats and memories do not all disappear through the same door.
Federated Learning, Privacy, Trusted Computing, Gboard and Public Auditability
Google moved phone learning into locked servers, then made the locks inspectable
A new federated-learning system lets Gboard send encrypted examples into attested server enclaves whose permitted workloads appear in public logs. That can make private model training faster and more auditable, but the proof still stops at the hardware boundary.
Public Services, Conversational AI, Records and Accessibility
America.gov wants one AI door for federal services without one giant record
A new executive order asks agencies to meet people through one conversational front door while keeping records, decisions and legal authority in the rooms where they belong.
Wearable AI, Consent and Workplace Privacy
France moved smart glasses from office policy to a criminal probe
Paris prosecutors opened at least one investigation and France's privacy regulator counted fewer than 10 workplace complaints. A blinking light is not a consent system.
Consumer AI, Privacy and Platform Access
Siri AI starts its public beta with a map full of borders
Apple has put a more personal assistant inside iOS 27. The useful question is not only what it can do, but which device, language, region, data path, and permission let it do it.
AI Personalization, Privacy and Family Safety
Meta's helpful prompt went looking for a user's children
Meta says the assistant only surfaced material the user could already access. That misses the boundary between information sitting somewhere and a system deciding to assemble it around a child.
Personal Agents and Security
Meta built its personal agent a private computer, but trust still needs receipts
Muse can browse, buy, message, and work in the background. Meta wrapped that authority in an isolated cloud computer, a separate gatekeeper, and a very important privacy footnote.
Legal AI and Privacy
Your private ChatGPT legal strategy may or may not be private
Early court decisions disagree about when AI-assisted case preparation qualifies as protected work product. The answer can depend on who typed the prompt and why.