Anthropic unveils Mythos frontier model with advanced cybersecurity capabilities; Allbirds pivots to cloud infrastructure

Anthropic released Mythos, a new frontier AI model with significant cybersecurity capabilities that could reshape how companies defend against digital attacks. The announcement has sparked debate among security experts ranging from 'we've handled similar risks before' to 'this fundamentally changes the threat landscape.'

Separately, Allbirds—the shoe company known for wool sneakers—announced a major pivot to become a neocloud provider (a decentralized cloud computing platform), a shift so unexpected that industry observers didn't anticipate it. Stock prices surged immediately after the announcement.

For developers and AI teams, a new trend called 'tokenmaxxing' is emerging: structuring code and prompts to maximize how much an AI language model (the software that understands and generates text) processes, turning it into a game with financial stakes. This approach is extremely profitable for companies selling AI compute, but extremely expensive for the developers using it—making 10X productivity improvements necessary just to avoid losing money on the service.