this feels like less a trend and just something we expect… but q1 had a lot of launches that overlapped with recent startups i've seen: – codex desktop for running parallel – managed agents by claude and agents sdk upgrades
– codex security for reviewing code and security
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SECURITY
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Q1 AI Launches: Codex, Claude Agents, and Security Tools
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Self-Hosted Location Stacks for Privacy-First Spatial Computing
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yup, you could repro this with just a bunch of smartphones – shared spatial map is the core. and yup, plenty of privacy questions – i think self hosted location stacks will become critical
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Behavioral Auth Layer for Deterministic Agent Policy Blocking
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this is exactly what tools like @denieddotdev was built for (behavioral auth) some agent behavior should be deterministically blocked by a separate policy layer, not via prompt instructions reach out to @p_valfre for help w this stuff
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Biometric unlock innovation for iPhone 12 devices
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Try unlocking my iPhone 12 with this biometric stable foot.
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Face ID replaces PIN for digital identity verification
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we don’t use pin in my country, but a centralized painless, faceID enabled on device crypto key, I use it hundreds of times per week to identify my digital self, banking, tax, online purchases, medical appointments, even buying cinema tickets. i have not used a pin in 10+
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Taylor Swift Files Trademarks Against AI Deepfakes
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Taylor Swift just filed three federal trademarks to lock her voice and likeness against AI deepfakes. Specifically: "Hey, it's Taylor," "Hey, it's Taylor Swift," and a stage photo from the Eras Tour. Matthew McConaughey did the same in December with his own likeness and his
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Biometric Scanning and Digital Payment Technologies Across Borders
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clearly don’t know how the social media works, but thanks. Reactions to me is like fissile fuel. Proper nuclear substance. I also scanned both my palms + fingers when entering the US, I also scanned my face for faster boarding. I got face pay on wechat, and in my country
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Llamacpp: The Future of Local, Free, and Secure AI
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llamacpp is the future of AI (local + free + fast + secure + powerful)!
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Protect Data with Append-Only Logs and Operation Replay
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You can also protect against this kind of situation through data design – you can have an append-only (backed up) log of key operations that transform data, such that you can review that log and replay it should the need arise
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Backup Security: Protecting Data Beyond Single Vendor Risk
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Having your backups on the same vendor as your production database puts you at risk of your vendor banning your account for some reason (like billing messups, or detected CSAM in user-uploaded content) – having your backups held outside that vendor protects against that