Insight certainty 4/5 debate potential 2/5

Nika: AI research PMs launch less often and require distinct evaluation metrics

Marily Nika · AI and product management | Marily Nika (Meta, Google) · Feb 5, 2023 · at 30:42

Marily Nika, AI product lead and educator, discusses the unique career management challenges that product managers face when working in AI research organizations.

0:00 / 0:19exact quote · 19.6s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“Usually product managers get ahead The more they launch. But if you're in a research org, you're not going to launch as often. So you need to make sure to clarify with the hiring managers early on. Hey, what does progress mean? How am I going to get assessed in a research org which is different than what I've been doing so far?”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

More from Marily Nika

Prediction Not checkable as stated
Nika: All Product Managers Will Become AI PMs in the Future
“I believe that all product managers will be AI product managers in the future.”
Marily Nika Feb 5, 2023 ▶ 8:39 AI and product management | Marily Nika (Meta, Google)
Insight
Nika: Product managers will never need to code or train AI models
“And as a PM, you will never need to actually train or code.”
Marily Nika Feb 5, 2023 ▶ 11:51 AI and product management | Marily Nika (Meta, Google)
Insight
Nika: Generalist PMs ship products while AI PMs solve problems
“I usually say that a generalist PM helps their team and their company build and ship the right product, but the AI PM helps their team and company solve the right problem.”
Marily Nika Feb 5, 2023 ▶ 13:49 AI and product management | Marily Nika (Meta, Google)
Insight
Nika: Commercially packaged datasets create undifferentiated AI models
“There are agencies that are selling data, packages of data that are ready, so you can get them and train your models. But the question is, if everyone takes that exact data set, then the quality that every single company is producing is going to be the exact s…”
Marily Nika Feb 5, 2023 ▶ 17:41 AI and product management | Marily Nika (Meta, Google)
Prediction Not checkable as stated
Nika: Every future technology product will be AI by default
“What I'm advocating for and what I'm telling people is that in the future, everything will be AI by default.”
Marily Nika Feb 5, 2023 ▶ 4:26 AI and product management | Marily Nika (Meta, Google)
Insight
Nika: Any product with user behavior data can be improved with AI
“Basically, anything where you can get data behind the behavior of the users can be improved with AI.”
Marily Nika Feb 5, 2023 ▶ 12:23 AI and product management | Marily Nika (Meta, Google)
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 300 episodes transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.