Topic: token management
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Army Rapidly Depleting Its AI Token Supply
The U.S. Army quickly exhausted its annual 100 million token allocation for the Ask Sage AI platform just over a month after the Department of Defense announced widespread AI adoption, forcing the re-establishment of token limits. Token usage was so high that the Army's entire yearly supply was c...
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Secure Your Google Workspace: Protect Data, Not Just Access
Modern digital workplaces face security challenges from interconnected tools, where attackers exploit legitimate access tokens rather than breaching traditional perimeters. Recent incidents, like the Drift Email compromise, show that third-party integrations can bypass robust security frameworks,...
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Traefik Triple Gate Adds AI Controls, Failover, and Safety Pipelines
Traefik Hub's update introduces a composable safety pipeline, multi-provider failover routing, and token-level cost controls to provide unified runtime governance for AI workflows, addressing fragmented oversight across different tools and clouds. The platform features a parallel-execution safety...
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Half-open laptops: New badge of AI coders on the move
AI agents like Claude Code and OpenAI Codex require laptops to remain open and running, leading users like product head Geoff Chan to code during his daughters' skating practice while untying skates. The "cracked-open laptop" has become a meme, with users walking through airports, offices, and hi...
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Phishing Tops Cyber-Attack Entry Methods
Phishing has become the primary initial attack vector in over half of all cyber incidents investigated, a sharp increase from the previous quarter's one-third. Attackers are using sophisticated evasion methods, such as QR code phishing campaigns that bypass email gateways and use trusted cloud pl...
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Google's Ex-AI Chief Jeff Dean on Improving Context Engineering
Jeff Dean argues that AI's competitive edge is shifting from raw model size to "context engineering," which focuses on orchestrating tools, retrieval systems, and agents around the model rather than relying on its internal knowledge. The future lies in complex agent and multi-agent systems that d...
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