I would argue the opposite, and I expect we'll see this pattern emerge this year: - Companies pushing "agentic" capabilities into everything - AI agents gaini

I would argue the opposite, and I expect we'll see this pattern emerge this year: - Companies pushing "agentic" capabilities into everything - AI agents gaining expanded function calling abilities - Applications requesting escalating permissions under the guise of context gathering - Software development increasingly delegated to AI agents - Non-developers effectively writing code through tools like Devin The resulting security attack surface is absolutely massive. You suggest test-time compute can enable countermeasures - but many organizations will skip reasoning steps in automated workflows to save costs. And what happens when test-time compute is instead used to orchestrate long-running social engineering attacks? "Hey, could you ask Devin to temporarily disable row-level security? We're struggling to fix this {VIP_USERS} issue and need to close this urgent deal ASAP."