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

AI Copyright Litigation
Strategic Corporate Investment
LLM Evaluation
Post-Quantum Cryptography
US Manufacturing Reshoring
Generative Media Models
Launch Infrastructure
Starship Reusability
Capital Allocation
Industrial Site Risk

How this is made

Today For You My Stack Off Radar Search

AI Security Tooling Evaluation — Clarity Today

Topic

AI Security Tooling Evaluation

Evaluating AI models on security outcomes such as vulnerabilities found and remediation delivered per unit of spend.

Current clusters

product1 distinct publisher

Token counts are the new lines of code, and AI ROI dashboards will pay for the mess

A devops.com piece pins 'tokenmaxxing' as an adoption signal being used as a productivity metric. Hold output constant and the token leaderboard ranks the sloppiest workflow first.

Publishers:devops.com

Reality

Evidence30
Adoption: Insufficient
Hype gap+22
Incentives45
Confidence