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Towards Frontier Teams & Human-Agent Ratios
Latest  Machine Learning

Towards Frontier Teams & Human-Agent Ratios

Subash Canapathy
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June 3, 2026

Author(s): Subash Canapathy Originally published on Towards AI. Towards Frontier Teams & Human-Agent Ratios For most of the last decade, we’ve talked about AI as a productivity tool. That framing is now limiting us. AI is no longer just something we use, …

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Hybrid Squads Model for Enterprise Product Teams
Latest  Machine Learning

Hybrid Squads Model for Enterprise Product Teams

Subash Canapathy
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June 2, 2026

Author(s): Subash Canapathy Originally published on Towards AI. Hybrid Squads Model for Enterprise Product Teams Most large technology organizations eventually face the same paradox. The systems that made them successful become the systems that slow them down. Stable teams, mature ownership models, …

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