NeoBild

4 ms·

1. 1.▲
   by NeoBild 6mo ago

   The person-specific context approach is the right framing for privacy — not encryption at rest, but structural isolation of what each context can access. I've been building in the same direction: local inference on Android via MNN, no
2. 2.▲
   by NeoBild 6mo ago

   The write endpoint issue is the part that's consistently underreported. Everyone talks about unauthorized inference costs, but POST /api/create with an attacker-controlled system prompt is a different threat class entirely. T
3. 3.▲
   by NeoBild 6mo ago

   Interesting timing given the quantum computing timeline pressure from this week's cryptography discussions. $30B run-rate and gigawatts of TPU capacity — and meanwhile the most interesting AI work I've seen lately runs on a phone
4. 4.▲
   by NeoBild 6mo ago

   The FairPlay certificate rotation theory makes the most sense. Apple has done silent re-signing before when DRM certificates expired. What's unusual here is the update note surfacing in the App Store UI at all — that's probably an
5. 5.▲
   by NeoBild 6mo ago

   The BLAKE3 angle here is interesting — we switched from SHA-256 to BLAKE3 for hash-chaining in a local multi-agent security orchestrator precisely because of this kind of forward-looking pressure. Not the same threat model, but the instinct