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Enterprises are rapidly adopting agentic AI systems despite immature tooling, with leading organizations building internal platforms to handle planning, tool coordination, and governance. These companies are evolving from chaotic prototype approaches to standardized patterns while developing enterprise-grade safety frameworks for autonomous AI workflows. Rather than investing in orchestration capabilities that...

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AI Employees Don't Pay Taxes

Widespread AI replacement of human workers threatens government funding since tax revenue depends on human income, not software productivity. While corporations may profit enormously from AI automation, they can easily avoid...

Meta buys Chinese AI company Manus

Meta acquired Chinese AI company Manus, which creates "general agent" technology that performs complex tasks beyond chatbots. Manus will integrate its multi-agent system across Meta's platforms to support Zuckerberg's...

Prompt Caching Explained

Prompt caching stores a language model's internal state for unchanging prompt prefixes, allowing subsequent requests to skip reprocessing those tokens and achieve up to 80% latency reduction and 90% input cost savings. This...