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Jake Mannix discusses moving AI agents past chaotic "1970s BASIC" architectures. He shares how implementing an intermediate protocol layer allows engineering leaders to build versioned, encapsulated "virtual tools." This design enables interface mapping, dynamic schema projection, and runtime taint tracking to proactively eliminate data exfiltration risks without slowing velocity. By Jake Mannix

Market research and idea validation from 140K+ signals Discussion | Link

Capture your rambles and keep what matters Discussion | Link

When choosing a university for a masters in ML/DL, what is more important if someone wants to go into research and an eventual PhD. Is it the ranking/prestige factor of the university or the strength of the research groups in the university? Should an admission decision be made hoping that I will get to work with X/Y professor or lab? submitted by /u/Hot_Version_6403 [link] [留言]

Ukraine's battlefield surge of robots now features airdrops and beach assaults.

Harrowing story of an identity theft victim. Yes, the person made a mistake—they gave the scammer a two-factor authentication code that allowed the scammer to take over their email address. But the real story here is how, for many of us, the security of most of our accounts hangs on the security of our email accounts.

When it comes to enthusiast-geared Honda hardware, the Civic Si, Civic Type R, and Acura NSX often come to mind first for their revvy VTEC (Honda's form of variable valve timing) engines and playful chassis dynamics. The Prelude, on the other hand, less so. Instead, the Prelude is a technological study - still aimed at […]

IIn March, Meta's Oversight Board called on the company to "meet its public commitments and employ its own tools" to help quell the spread of deceptive generative AI content across platforms. Meta responded in July by introducing Content Seal - an invisible watermarking technology that flags images generated by the company's new AI model. But […]

The fitness trackers I’d recommend to beginners, athletes, and kids.

Federal lawyers say anti-mask laws would endanger immigration agents, citing an ICE face-recognition art project that doesn’t actually work.