Peregrine aims to improve city collaboration through technology and safety.
“The idea is that we can do both: preserve and protect an individual's privacy, while bringing people together.”
privacy
17 tracked signals on privacy.
Apple is restricting Full Disk Access in macOS, citing rising risks from autonomous AI agents
“As AI agents become increasingly capable and autonomous, the risks associated with this level of access will grow substantially.”
Meta extends Private Processing confidential computing to AI glasses so even Meta can't access user data.
“It extends the trust boundary of AI glasses directly into cloud data centers, executing AI models inside confidential virtual machines (CVMs) such that even Meta cannot access your data.”
Google DeepMind adds private, server-side memory to Private AI Compute for personal AI.
“Introducing private, server-side memory to Private AI Compute for personal AI.”
OpenAI previews Private Safety Processing enabling AI safety without compromising customer data privacy
Amazon-acquired Bee wearable captures 10M tokens/year with zero-access encryption architecture
“you can learn virtually everything about the person within the just like one week of wearing the B device which is extremely sensitive”
Meta uses a hybrid LLM-plus-deterministic-rules pattern to classify data assets for privacy enforcement at scale.
“The end goal is not “LLMs everywhere.””
Apple introduces Trust Insights in iOS 27, a privacy-preserving framework to detect coerced user actions from social engineering scams.
“Authentication confirms who, but not whether they're acting freely.”
FTC fines Cox Media Group $1M for falsely claiming AI 'active listening' ad targeting used voice data
“this service did not, in fact, listen in on consumers' conversations or use voice data at all—nor did the service accurately place ads in customers' desired locations. Instead, the service the companies provided consisted of reselling—at a significant markup—email lists obtained from other data brokers.”
Peregrine is building city-safety AI while explicitly rejecting surveillance-state approaches.
“Paragrin is building AI that protects cities and communities and they are rejecting the surveillance state while doing that.”
MLX on Apple Silicon runs the entire agentic AI loop locally on a Mac, with M5 neural accelerators making prompt processing up to 4x faster.
“What if your AI agent never needed the internet?”
Ollama is launching a privacy-centered cloud service so developers can run open models locally or in the cloud, with agents now its top use case.
“For Ollama, it's the easiest way for developers to get up and running with models, open models specifically, um, on locally and now in the cloud.”
Frontier models handle big problems but local models offer control and privacy
“you just want some control, you want some privacy, you just want to keep things local and make my stuff my stuff”
AWS shows how to run end-to-end encrypted ML inference on SageMaker using fully homomorphic encryption via concrete-ml.
“What if you could run ML inference in the cloud while hiding your data from the cloud itself?”
Stagwell built a privacy-safe identity matching system on Databricks to improve brand first-party data resolution.
Dynamic Data Masking in SQL Server shields sensitive fields without application code changes
Apple migrates Sign in with Apple relay addresses to new private.icloud.com domain