







Is security spending more tokens than your attacker?
Cybersecurity Looks Like Proof of Work Now
The UK's AI Safety Institute recently published Our evaluation of Claude Mythos Preview’s cyber capabilities, their own independent analysis of Claude Mythos which backs up Anthropic's claims that it is …
Cybersecurity Looks Like Proof of Work Now
The UK's AI Safety Institute recently published Our evaluation of Claude Mythos Preview’s cyber capabilities, their own independent analysis of Claude Mythos which backs up Anthropic's claims that it is …

Rethinking security for the age of AI - The Official Microsoft Blog
Editor’s note: Updates with additional details on the model’s crash score. Why security needs a new cyber stack — Introducing Project Perception The physics of cybersecurity are changing. Autonomous systems can now reason, adapt and operate continuously. At the same time, the cost of offense is falling, while the volume, velocity and complexity of what...

tokens are getting more expensive
"language models will get cheaper by 10x" will not save ai subscriptions from the short squeeze

Perspective: AI demand is inflated, and only Anthropic is being realistic
The main usage metric for artificial intelligence, called tokens, looks explosive on paper, but it may be significantly overstated.

As the Federal Government Rushes Toward AI, Here Are Three Cautionary Tales — ProPublica
We’ve been reporting on cybersecurity for years. As President Donald Trump and his Cabinet say artificial intelligence will transform the nation, the messaging isn’t new. It follows a familiar pattern.

Bosses Are Blowing More Money on AI Agents Than It'd Cost Them to Just Pay Human Workers
Some organizings are finding themselves spending more on AI token fees than they do paying human salaries.

Autonomy and Innovation
Incentives favor offense when it comes to agentic cybersecurity; it’s the same dynamic that will limit incumbents and fuel startups in the long run.
Surveillance Self-Defense
We’re the Electronic Frontier Foundation, a member-supported non-profit working to protect online privacy for over thirty-five years. This is Surveillance Self-Defense: our expert guide to protecting you and your friends from online spying. Read the BASICS to find out how online surveillance works. Dive into our TOOL GUIDES for instructions...
AI-powered hacking has exploded into industrial-scale threat, Google says
Criminal groups and state-linked actors appear to be using commercial models to refine and scale up attacks

Developer AI Token Costs Could Exceed Their Salaries in Two Years - Slashdot
"Enterprises may soon be paying as much for their developers' AI token usage as they do for their salaries," writes InfoWorld: According to Gartner, these costs will meet, or even exceed, the typical software engineer's monthly salary within the next two years. This is not only because developers ...

AI Cybersecurity After Mythos: The Jagged Frontier
Why the moat is the system, not the model

Bill C-22’s Groundhog Day: Why the Government’s Dismissal of Signal, Apple and the U.S. Congress Concerns Runs Back the Disastrous Online News Act Playbook - Michael Geist
Secure messaging service Signal yesterday became the latest company to warn that Bill C-22, the lawful access bill, could force it to leave the Canadian market rather than comply with provisions it says would compromise its end-to-end encryption and create new cybersecurity risks. Signal vice-president Udbhav Tiwari told the Globe and Mail that the company “would rather pull out of the country than be compelled to compromise on the privacy promises we have made to our users.” The comments are part of a steady stream of similar warnings from Apple, Meta, the Canadian Chamber of Commerce, the Cybersecurity Advisors Network, and the chairs of the U.S. House Judiciary and Foreign Affairs Committees. Despite growing concern, the government’s response has been to launch a misleading social media campaign and repeatedly insist that the experts and companies are mistaken.

Canada’s Bill C-22 and the security cost of collecting more data
Canada’s Bill C-22 risks forcing secure services to retain more metadata and build access systems. Tailscale explains why the bill should change.
Securing our future: July 2026 progress report on Microsoft's Secure Future Initiative | Microsoft Security Blog
Microsoft’s latest Secure Future Initiative report outlines progress on secure foundations, AI-powered defense, and future-ready cybersecurity.
