Eren
42 posts

Eren
@numunebir
SWE @Betterment | Research @NASA & @Princeton
Katılım Nisan 2022
34 Takip Edilen10 Takipçiler

HOW TO USE META ADS IN 2026:
Everyone seems to be hating on how Meta changed their campaign system, forcing media buyers into Advantage+ and broad algorithmic targeting.
The media buyers winning right now aren't fighting Meta's algorithm. They're changing their creative volume & operational strategy around it.
Here is the playbook:
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gr8 meeting many of yall yesterday

seb (recruiting arc)@hiiinternet
Hosting an open bar in the East Village Thursday. Come hang out w/ fellow engineers, hiring managers and investors from: Circle, Alchemy, Nominal, Clutch, Melius, Meta, Google, Apple, Figma, Palantir Technologies, SpaceXAI, Netflix, Robinhood, Mixpanel, Sequoia Capital, and more luma.com/qmcapvqw
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@based64_eth @buildwithsid Yes. does not work for keyword variants. And Indian traffic does not convert mostly.
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check the ML ready dataset paper that just got published: link.springer.com/article/10.100…, arxiv.org/pdf/2601.13145
the public website I developed for it: sun.njit.edu/sarportal/
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I wrote this paper with NASA and Princeton on predicting magnetic flux during solar active region emergence.
problem statement: is it possible to predict the magnetic flux curve before the emergence of the active region itself becomes visible?
this matters because active regions drive space weather events, and earlier warnings can help forecasting systems react before the surface signal is obvious.
What seemed particularly intriguing about the work was the fact that the simpler model outperformed the more complex one.
the stacked LSTM with hybrid loss outperformed the encoder-decoder architecture due to the fact that the task at hand was not only predicting the correct value of flux, but also its timing.
the model predicts the magnetic flux emergence 3-10 hours before observation time based on acoustic power and continuum intensity from SDO/HMI data.
arxiv.org/pdf/2604.03507
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@numunebir i think having a proper tui like opencode style is much better!
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seen this a couple times
Paul Graham@paulg
One of the more subtle pitfalls of starting a startup when you're too young is that you can't hire well, because you haven't had enough experience to be a good judge of people. You can judge technical ability but not character, so you end up hiring smart jerks.
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