PhD candidate for NLP and AI @BIU | Entrepreneur
Israel
Joined June 2009
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"Replacing determinism ... with probabilistic code is fraught with edge cases..."
Agreed! Probabilistic code fails because AI only accesses documented knowledge. Real-world ops rely on tribal knowledge- thousands of undocumented edge cases. Mapping that is key to making AI work.
Not nearly enough people are talking about the implications of Klarna rolling back some of their AI bets.
Not knowing any of the details, I can guess why:
Replacing determinism or humans with probabilistic code is fraught with edge cases and require new ways of software development and process engineering that aren't well solved yet.
The implications to an entire generation of AI "apps" will be severe as more companies come to terms with the difficulty in getting products to work reliably in production with AI in the loop. Customer Service may be the first funeral signpost.
The result will be that many startups will need to pivot to simply use AI for narrow use cases and otherwise act deterministically. So what have people funded then? An AI company? Not really. Just a really overpriced SaaS company at AI valuations.
ohad rozen retweeted
ื ืืื ืืืืื ืืืืจื ืืงื ืฉืืกืืืจ ืืฆืืจื ืืืืืืงืช ืืืืชืจ ืืช ืืกืื ืืจื ืืืคืื ืืืืก ืืืฉืจืื!
ohad rozen retweeted
ื ืขืฉื ืืช ืื ืคืฉืื:
1. ืึธืกืึผืจ ืืืื ืืก ืืขืื ืฉืืึผื ืกึดืึผืึผืขึท ืืึผืึธื ึดืืึธืจึดื
2. ืึดืคึฐื ึตื ืฉืืฆืื ืืืืื ืืืงืจ ืืช ืึธึผื ืึทืึฒืืึผืคึดืื
3. ืืขืืืจ ืืื ืชึฐึผืจืึผืคืึนืช ืืชื"ื ืืชืื ืืงืืช
4. ืืชืขื ืืืฆืื ืืืชื
5. ืืขืืืจ ืืืืงื ืืืชืืื (ื/ืืืืืขื ืงืจืื ืืืชืื๐ฅ๐ฅ)
ืึดืคึฐืงึทืจึฐื ืึผ ืืึนืชึธื ืึฐึผืึธืจ ืคึทึผืขึทื ืึทืึทืช...!!!
ohad rozen retweeted
ืขื ืื ืืืชืคืชืืืช ืืืื ืืืืืืช ืืืฆื ืื ืฉืืืืืืจืืชื ืฉื ืืืืืืจ ืื ืืืืข ืขืืืื ืืืขืืื ืืืืืืืืช ืจืืืืช ืืคื ืืฆืืจื?
ohad rozen retweeted
We uploaded a new paper! Please check it out: arxiv.org/abs/2006.01067
Aligning Faithful Interpretations with their Social Attribution
with @yoavgo
What does it mean for an interpretation to be "faithful", or for a faithful interpretation to "explain decisions" to people?
ืืืืจ ืืฉืื (ืืืจืื) ืฉืืกืืืจ ืืื ืืคืฉืจ ืื ืฆื ืืช ืืงืืจืื ื ืืืื ืคืขืื ืืืื ืืช ืฉืื ืืช ืืขืืื.
medium.com/@tomaspueyo/coronโฆ
ืกืืืืชื ืืืชื ืืขืืจืืช ืืื ืืืงื:
m.facebook.com/story.php?stoโฆ
ohad rozen retweeted
Anyone currently writing a research paper who would be down to participate in a fun experiment? โ at Brooklyn, NY
DandyLoop: A network of online shops who share visitors dandyloop.com via @maximesalomon on @producthunt producthunt.co/posts/2514