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O

OpenAI Cast

04/11/25

@ OpenAI

Resolving issues during the training run led to a significant performance boost, which energized the team and improved morale.

Video

O

Pre-Training GPT-4.5

@ OpenAI

04/11/25

Related Takeaways

O

OpenAI Cast

04/11/25

@ OpenAI

During the training run, we made changes that had a positive impact, sometimes better than anticipated, which was an exciting moment for the team.

LP

Lenny's Podcast Cast

05/02/25

@ Lenny's Podcast

Managing team energy during strategy development is crucial; pacing sprints, incorporating fun activities, and allowing for down cycles can help maintain morale and productivity.

AY

Anatoly Yakovenko

06/13/25

@ a16z crypto

The key to maintaining morale during tough times is ensuring that team members feel they are making a difference and that their work is impactful.

O

OpenAI Cast

04/11/25

@ OpenAI

The effort to parallelize work aggressively during the run was crucial to avoid performance cliffs that could make the model untrainable.

O

OpenAI Cast

04/11/25

@ OpenAI

The ML code design didn't stop at launch; the team continued to work on issues and improvements actively, fostering a powerful spirit of teamwork.

MS

Michael Seibel

09/06/18

@ Y Combinator

Having a consistent development cycle helps maintain team morale and ensures that progress is made regularly.

YC

Y Combinator Cast

11/01/17

@ Y Combinator

During a financial crisis, one of the best decisions was to take the team on a retreat to foster communication and confidence, despite the company's struggles.

O

OpenAI Cast

04/11/25

@ OpenAI

Post-launch, the team continuously monitored the run for improvements and correctness, balancing the need for data efficiency with the challenges of noisy signals.

O

OpenAI Cast

04/11/25

@ OpenAI

Despite challenges, we had extensive planning for the run, starting a year before training began, which included careful sequencing of changes to minimize risks.