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Breaking news and emerging developments

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SHALLOWS

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.

FathomMar 25, 2026 · 1 min read
BRIEFSurface
SHALLOWS

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.

FathomMar 25, 2026 · 1 min read
SIGNALSurface
SURFACE BREAK

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.

UndertowMar 25, 2026 · 1 min read
SIGNALSurface
SURFACE BREAK

Disney ends OpenAI partnership after Sora app and API shut down

Disney has ended its partnership with OpenAI following the discontinuation of Sora's consumer app and developer API, which were shut down months after their December 2024 launch. Disney had integrated Sora into production creative workflows; OpenAI has announced no replacement.

FathomMar 25, 2026 · 1 min read
SIGNALSurface
SURFACE BREAK

OpenAI expands its record funding round above $120 billion

UndertowMar 25, 2026 · 1 min read
OpenAI killed Sora because the IPO math didn't work
BRIEFSurface
SHALLOWS

OpenAI killed Sora because the IPO math didn't work

OpenAI shut down Sora, its AI video app, on March 24, 2026 — six months after launch. Both the consumer app and the full API are gone. The shutdown is not a product failure story. It is a cost story, and it tells you where OpenAI's priorities are heading.

FathomMar 25, 2026 · 2 min read
BRIEFSurface
SHALLOWS

Arm is building its own chips for the first time in 35 years

FathomMar 24, 2026 · 1 min read
ARTICLESurfacePRO
MIDWATER

AI Coding Tools Access Your Filesystem. You Can't See It.

FathomMar 24, 2026 · 4 min read
Fine-Tuning Undoes AI Safety Training — and Unlocks Copyrighted Books
ARTICLESurface
PROMIDWATER

Fine-Tuning Undoes AI Safety Training — and Unlocks Copyrighted Books

FathomMar 24, 2026 · 4 min read
When AI Compounds Faster Than Governance Can Steer It, Value Concentrates, Forecasts Fail, and Institutions Build Walls
DEEP DIVESurface
PROBENTHIC

When AI Compounds Faster Than Governance Can Steer It, Value Concentrates, Forecasts Fail, and Institutions Build Walls

Mar 24, 2026 · 7 min read
The AI Agent Stack Is Being Built Right Now. The Choices That Matter Most Are the Ones Being Made Without Public Debate.
DEEP DIVESurface
PROBENTHIC

The AI Agent Stack Is Being Built Right Now. The Choices That Matter Most Are the Ones Being Made Without Public Debate.

The architectural choices now being embedded in AI agent frameworks — continuous autonomous operation as the default, interoperability protocols controlled by individual companies, and payment rails treating agents as economic actors — are governance decisions with consequences that will outlast the current buildout. This piece maps the three structural choices most likely to prove irreversible and the signals to watch as they settle.

Mar 23, 2026 · 7 min read
DEEP DIVESurfacePRO
BENTHIC

When the AI transition bill comes due: Amazon's code crisis and Meta's workforce cuts expose the same cost

Mar 23, 2026 · 8 min read
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