Home Today’s Briefing Deep Dives In Play Trending For You Discover My Stack Saved Off Radar Search

Loading today’s stories

Today

AI-assisted reporting, grounded in a per-article claim ledger. Perspective Coverage and Reality Strip separate source viewpoints from evidence, adoption, hype, incentives, and confidence.

Today

Front Page
Today’s Briefing
Newsletters
Trending
For You
Discover
My Stack
Saved
Off Radar
Search

Sections

Security
Build
Invest
Product
Leadership
Science

Company

About
Mission
How this is made
Evidence Index
The desks
The sources we read
Corrections
Press and brand
The daily edition

Trending now

Breach Disclosure Timing
Sovereign AI
Agentic AI Security
Antitrust remedies
Software Supply Chain Security
Police Surveillance Technology
Natural-Language Video Search
IFA 2026 launches
EDR as attack surface
Unilateral zero-day disclosure

How this is made

Today For You My Stack Off Radar Search

On-Device NPU Inference — Clarity Today

Topic

On-Device NPU Inference

Running speech and language models on laptop neural accelerators instead of CPU, GPU, or cloud endpoints.

Current clusters

build1 distinct publisher

Whisper-large-v3-turbo hits 0.18 RTF on an AMD laptop NPU under mainline Linux

The amdxdna driver has been in-tree since kernel 6.14, and one developer's Arch build now serves large-v3-turbo from the NPU over an OpenAI-compatible port, which turns a Windows-first demo into something you can price.

Publishers:dev.to

Reality

Evidence58
Adoption24
Hype gap+12
Incentives34

Confidence52