Harry Stebbings

Turing is the research accelerator focused on post-training reliability.

Turing is the research accelerator focused on post-training reliability.

They build realistic RL environments, next-generation data quality systems built from real-world operational traces, and coding datasets that stress models under conditions where failures matter, state changes, workflow branching, brittle tool calls, and the coding errors that break RL agents but never appear in benchmark reports.

They build realistic RL environments, next-generation data quality systems built from real-world operational traces, and coding datasets that stress models under conditions where failures matter, state changes, workflow branching, brittle tool calls, and the coding errors that break RL agents but never appear in benchmark reports.

In reality, a model may demonstrate correct reasoning in your evaluation setup, yet still select the wrong parameter or mishandle a code update in a realistic interface.

In reality, a model may demonstrate correct reasoning in your evaluation setup, yet still select the wrong parameter or mishandle a code update in a realistic interface.

Turing makes that failure visible and gives teams the signal they need to fix it.

Turing makes that failure visible and gives teams the signal they need to fix it.

For labs advancing agentic systems, Turing provides the structure required to understand why these failures occur.

For labs advancing agentic systems, Turing provides the structure required to understand why these failures occur.

To find out how, visit turing.com forward slash 20VC.

To find out how, visit turing.com forward slash 20VC.

That's T-U-R-I-N-G dot com forward slash 20VC.

That's T-U-R-I-N-G dot com forward slash 20VC.

You have now arrived at your destination.

You have now arrived at your destination.

Adam, I'm so excited for this, dude.

Adam, I'm so excited for this, dude.

It's funny.

It's funny.