E57: Google's PaLM 2 with Paige Bailey
In this episode, Nathan sits down with Paige Bailey, Lead Product Manager of Generative Models at Google Deepmind. In this conversation, they discuss what it's like to be a PM for an LLM as opposed to an app, defining ideal LLM behaviour, and reasoning - how do you distinguish real abilities vs pattern matching? If you're looking for an ERP platform, check out our sponsor, NetSuite: http://netsuite.com/cognitive
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
(00:00 ) Episode Preview
(00:01:15 ) Introducing Paige Bailey
(00:04:21 ) Paige’s background at Google Brain and the Deepmind merger
(00:07:00 ) PM for a LLM vs being a PM for an app
(00:11:21 ) The development timeline and compute budget of PaLM-2
(00:14:30 ) Paige’s role in the PaLM 2 project
(00:15:30 ) Sponsors: Netsuite | Omneky
(00:17:26 ) Defining desired capabilities for PaLM-2
(00:19:17 ) The amount of work that went into elevating PaLM 2 from PaLM 1
(00:20:28 ) Has Google lost its ability to ship?
(00:24:24 0) Paige's "eureka" moment seeing GitHub Copilot capabilities
(00:27:47 ) Competing PaLM 2 with other models
(00:32:20 ) Grokking and the predictability of emergent capabilities
(00:37:30 ) Citizen scientists and the multilingual capabilities of PaLM 2
(00:39:29 ) Distinguishing real reasoning vs pattern matching
(00:45:51 ) Products using PaLM-2 that people should try
(00:50:35 ) Most exciting AI projects that you can try out
(00:52:29 ) Curriculum learning and successor to the transformer
SPONSORS: NetSuite | Omneky
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Music Credit: GoogleLM