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techcrunch.com2 min read

The Autonomous Agent Economy in 2026

Autonomous software agents are transitioning from prototypes to core enterprise infrastructure, driving an estimated 40% efficiency boost in routine workflows.

Key Takeaway —AI agents are shifting from chat interfaces to background workers.
arxiv.org5 min read

Predictable Scaling Laws for Reasoning Models

New empirical research proves test-time compute allocation produces compound returns in complex multi-step reasoning tasks without retraining base weights.

Key Takeaway —Inference compute scaling unlocks automated PhD-level analysis.

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