Skip to main content
Editorial pencil sketch of a server room split panel: a technician examining certificate infrastructure on one side and an unmanned, unlocked access control station on the other
Surface
MIDWATER

The Security Gap Beneath AI: Why Google Is Quantum-Proofing the Web While Agent Trust Lags Behind

VERIFIEDConfidence: 80%

Introduction

Every time your browser connects to a website over HTTPS, a handshake happens. It is fast, invisible, and built on a mathematical problem that no currently existing computer can solve quickly enough to matter. The...

Create an account to read this article

Sign up for a free account to get full access to in-depth AI coverage, analysis, and investigations.

Related

BRIEFSurface

Google's Lyria 3 Pro extends AI music from a jingle to an actual song

Google announced Lyria 3 Pro on March 25, 2026, raising its AI music generator's output limit from 30 seconds to 3 minutes — six times longer than the base model released five weeks ago. The upgrade also teaches the model how songs are structured. That combination moves Lyria from novelty into something closer to a production tool.

BRIEFSurface

OpenAI's next model is nearly ready, and Altman says it can move the economy

OpenAI has completed pre-training on a new model codenamed "Spud," which CEO Sam Altman described to employees as "very strong" and capable of meaningfully accelerating the economy. The release is expected within weeks. The announcement comes with a consequential governance shift: Altman is stepping back from direct oversight of safety and security teams to focus on fundraising and infrastructure.

SIGNALSurface

OpenAI shutters AI video generator Sora

OpenAI has shut down Sora, its AI video generation platform, discontinuing both the consumer app and developer API with no replacement or migration path announced.