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Thought this was interesting. Across 160 teams of researchers, just about all failed to make good life outcome predictions on things like GPA, evictions, layoffs, and others. Data followed 4.5k families across 15 years, with 13k features (varied over time). Haven't looked at it directly yet, but will be turning the docs and data inside out... In the meantime, authors claim this as showing the limits of ML. Oh, and it's published in PNAS, so you know there's some big publication energy there.
https://www.pnas.org/content/117/15/8398
Hey! Any Google folks know if it’s possible to negotiate fully remote if a contract role is hybrid? Personally, I don’t want to relocate and go to the office on a contract role given the current economy. Plus, I’m assuming contractors are the first to go in layoffs. I just think it’s a fair trade off if I’d be allowed to work fully remote. I’m also trying to have flexibility to manage my Airbnb business in a different country. Same time zone as the home office if I’d travel weeks at a time.
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Thanks Julius, very helpful

Additional Posts in Morgan Stanley salary
Bain & Company Hi everyone, This is an Associate from ZS Associates with ~2 YOE What skills/courses does someone need to become financial analyst in JPMC, MG, Moody's, MBBs and so on ? Or Just to enter as analyst in these firms ? ZS Associates JPMorgan Chase Morgan Stanley Bain & Company Goldman Sachs Moody's Corporation
Hi Fishes,
This is on behalf of a friend .Can someone please put on some light on the below query ?
Company : Morgan Stanley
Designation : Associate - Global
Role : Compliance Technology Strategy
Division : Legal and Compliance
How is this position for a BE+ MBA , total 3+ years of IT experience in top MNC.What would be the expected CTC and next hierarchy designation ( after a promotion ) ? Morgan Stanley
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Yes, but don’t know the exact count. Globally it’s 2500
Yes but all Chamchas were saved!