『Agents Meet the Real World: Attacks, Costs and Control』のカバーアート

Agents Meet the Real World: Attacks, Costs and Control

Agents Meet the Real World: Attacks, Costs and Control

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Attackers are now tailoring exploits to AI gateways, exposed MCP servers and agent frameworks, turning experimental infrastructure into a serious credential and lateral-movement risk. Anthropic tests automated alignment research with promising results and a warning about researcher cheating. Google Cloud adds harder controls for agent spending, Samsung moves inference arithmetic into low-power memory, and a Taiwanese prosecution tests end-use controls on advanced AI servers. Pydantic AI unifies realtime voice across four providers, while a compromised npm release workflow shows why valid provenance is not proof of trustworthy code. In What Changes for You: AWS CLI can now equip supported coding agents with maintained AWS skills and an MCP connection governed by existing IAM permissions. Full transcript: https://www.owenonthenet.com/podcast/2026-08-31/ Sources: https://www.wiz.io/blog/ai-infrastructure-honeypot https://www.anthropic.com/research/automated-researchers-mitigate-alignment-failures https://cloud.google.com/blog/products/ai-machine-learning/flexible-billing-and-cost-controls-for-agents-on-google-cloud https://docs.cloud.google.com/docs/cuds-flexible-savings-plans https://hc2026.hotchips.org/ https://www.servethehome.com/samsung-lpddr5x-pim-at-hot-chips-2026 https://apnews.com/article/taiwan-china-us-nvidia-ai-server-chip-illegal-export-511e9ae69d517c49f19512d45b1a8b0c https://pydantic.dev/articles/pydantic-ai-voice-agent https://socket.dev/blog/openapi-react-query-codegen-npm-compromise https://aws.amazon.com/blogs/developer/get-started-with-the-agent-toolkit-for-aws-in-the-aws-cli https://docs.aws.amazon.com/agent-toolkit/latest/userguide/quick-start.html
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