Research and
practical examples.

Primary research and practical explanations that inform how we think about applied AI capability.

The reading list.

Industry research provides context. It does not establish Torchlane graduate outcomes or guarantee demand for a particular candidate.

World Economic Forum · 2025

What employers expect to change.

The Future of Jobs Report places AI and big data at the top of employers’ fastest-growing skills outlook for 2025–2030. This is a survey of employer expectations, not a count of available Torchlane jobs.

Read the Future of Jobs Report

Anthropic · Economic Index

AI use depends on the task.

The Economic Index examines task complexity, autonomy, success, and purpose in a sample of Claude conversations. Its observations are specific to that provider’s data and should not be read as a measure of all workers.

Read the research

Torchlane · Assessment

Assessment beyond the demo.

A working interface is one part of delivery. The assessment also examines correctness, security, maintainability, business value, and communication.

Read the assessment criteria

Apply to Torchlane Academy.

Tell us about your experience, goals, and available time.

Apply to the academy View the academy program