Research directions under review
Possible Directions
These are not certainty claims. They are long-range directions supported by published events, observable signals, and public sources, each reviewed on a stated cadence.
Capability
AI Software Teams
Software work is moving from one-off AI assistance toward coordinated agentic loops that look increasingly team-like.
Window
2027-2030
Signals
3
Reviewed monthly
Read the evidence →
Product
Autonomous Enterprise Workflows
Agentic systems are moving from isolated demos toward repeatable workflow execution across real business tools.
Window
2027-2030
Signals
4
Reviewed monthly
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Product
Robots Leave the Pilot Zone
Embodied AI is moving from staged demonstrations toward real commercial environments where deployment, uptime, and workflow integration matter.
Window
2027-2031
Signals
3
Reviewed quarterly
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Science
AI-Native Discovery Pipelines
AI is beginning to appear not only as a scientific tool, but as part of the workflow through which discovery itself is generated, tested, and scaled.
Window
2027-2031
Signals
4
Reviewed quarterly
Read the evidence →