AI cost control is survival.
Per-token billing + agentic workloads = budget collapse without controls.
Hard API caps. Cost attribution. Anomaly detection.
Treat token budgets like cloud compute.
Read the full brief: [https://t.co/hH4yobYpFi]
Today weโre introducing Google AI Threat Defense - a comprehensive AI-powered cybersecurity solution designed to help continuously monitor for and stop AI-powered threats before they can impact your business. Hereโs how it works:
1. AI Threat Defense uses our cybersecurity platform @wiz_io to scan and prioritize what applications and systems have the highest security risk.
2. Gemini and other frontier AI models can then autonomously perform continual deep scanning of your applications - starting with those at the highest risk - to identify security vulnerabilities.
3. The capabilities of CodeMender - a new software repair agent - are then used to verify and accelerate the patching of vulnerabilities.
4. And our @wiz_io autonomous agents continuously test your systems to find unknown vulnerabilities before adversaries do so that you can remediate them before you are attacked.
While other model providers focus on using AI to find and flag vulnerabilities, Google AI Threat Defense actively prioritizes your most critical real-world risks and accelerates their remediation using a variety of models since no single model finds a superset of the vulnerabilities found by all other models.
Please put some controls in place!
Claude-powered AI coding agent deletes entire company database in 9 seconds โ backups zapped, after Cursor tool powered by Anthropic's Claude goes rogue https://t.co/asmwt1crO6
The opening keynote seats wonโt even be cold before weโre live in the terminal! Join us for a livestream from #GoogleCloudNext to learn how you can start building with the latest toolsโfresh off the main stage.
Tune in April 22 at 11 AM PT. https://t.co/kMVo5a3zQA
Join Google Cloud CEO Thomas Kurian for the Next '26 opening keynote to discover major product announcements and see how global customers are using Google Cloud to drive real-world impact. https://t.co/yULZPjC7Oe
Augmentation is not a compromise. It is a control strategy. By protecting human judgment from overload, leaders create space for better decisions, faster alignment and teams that operate with purpose instead of fatigue. https://t.co/aIi4fZLwWS
Coinbaseโs AI payments system joins Linux Foundation, gathers support from Google, Stripe, AWS and others #x402 https://t.co/2HOu7aVZPx via @coindesk
2004 was a good year, but your Gmail address doesn't need to be stuck in it.
To say goodbye to [email protected] or [email protected] (or whatever you were into at the time), go to your Google Account settings and choose any name available. You'll keep your old username and you can sign in with both.
Context has become the defenderโs advantage. When you understand your network and user behavior, you can better detect anomalies and prioritize risks based on business impact โ and harden systems accordingly.
- https://t.co/5aqmKdFFrJ
Deleting your email, mining its own crypto, even writing a hit piece on you. Three real incidents in three weeks prove the sci-fi debate is over.ย https://t.co/rWyAbgD0vZ