Introducing Project Glasswing: an urgent initiative to help secure the world’s most critical software. It’s powered by our newest frontier model, Claude Mythos Preview, which can find software vulnerabilities better than all but the most skilled humans. anthropic.com/glasswing

In 1998, Terence McKenna predicted that human civilization was speeding toward a perpetual state of strangeness, a future he described as “the Transcendental Object at the End of Time.”

The Transformer architecture is fundamentally a parallel processor of context, but reasoning is a sequential, iterative process. To solve complex problems, a model needs a "scratchpad" not just in its output CoT, but in its internal state. A differentiable way to loop, branch, and backtrack until the model finds a solution that works.

Hierarchical Reasoning Model - really good paper that will probably have an effect on a lot of reasoning models youtu.be/RK7lysjz_G0?si=ZOYI… arxiv.org/abs/2506.21734