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Datadog AI researcher teaches time-series models new tricks

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Manage episode 488310119 series 3564930
Content provided by Informa TechTarget. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Informa TechTarget or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

Ameet Talwalkar joined observability vendor Datadog in February to lead a new AI research lab at the company. He is also an Associate Professor at Carnegie Mellon University. One of the first projects from the lab was released to open source in May – Toto, a foundation model trained on real-world observability data. Talwalkar discusses how Toto could improve observability forecasting tools such as Datadog's Watchdog, and does some forecasting of his own about how AI agents will alter observability and human-computer interactions.

  continue reading

41 episodes

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Manage episode 488310119 series 3564930
Content provided by Informa TechTarget. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Informa TechTarget or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

Ameet Talwalkar joined observability vendor Datadog in February to lead a new AI research lab at the company. He is also an Associate Professor at Carnegie Mellon University. One of the first projects from the lab was released to open source in May – Toto, a foundation model trained on real-world observability data. Talwalkar discusses how Toto could improve observability forecasting tools such as Datadog's Watchdog, and does some forecasting of his own about how AI agents will alter observability and human-computer interactions.

  continue reading

41 episodes

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