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The Who's Who of AI

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Established Agents & robotics Signal 4d ago
⚡ 1924 h early

GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered
Ahmad Beirami Doll

“Hi Julian: I totally agree that vast body of literature on evolutionary optimization is relevant; in fact GEPA (arxiv.org/abs/2507.19457) and AlphaEvolve (arxiv.org/abs/2506.13131) are instances of evolutionary optimization. To me, the biggest open question…”

Primary source arxiv.org ↗
Debates gaining attention

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9 experts · 55 posts · 7h ago
Pwnallthethings SE Gyges Liz Fong-Jones (方禮真) jake Mary Branscombe Doll Singularity's Bounty e/cc mackuba.eu
Multiple readings Research & technical analysis · 2 Building & implementation · 1 Questions & unknowns · 1
Liz Fong-Jones (方禮真): I mean, people are also being fucking insufferable about it which certainly is not tamping down the amount of worry
Liz Fong-Jones (方禮真): telling people they are going to all lose their jobs is not a great way to start off on the right foot
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6 experts · 25 posts · 4d ago
Pwnallthethings SE Gyges Liz Fong-Jones (方禮真) Colin Doll Vikram Saraph
Multiple readings Policy & governance · 1 Research & technical analysis · 1 Opportunity & adoption · 1
SE Gyges: bsky said "don't harass people" and a thousand people complained immediately, incredible stuff
Colin: Bluesky is a community of users. At times that community will choose a victim at random to hunt for sport. That is simply the community exercising its right to community safety.
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3 experts · 58 posts · 1d ago
Liz Fong-Jones (方禮真) Doll austin
Liz Fong-Jones (方禮真): for an engineer like me who is maximally using Sonnet, and hasn't yet switched to a local model, it's about $6k a month, or $72k a year. it is a very very hefty fraction of the salary, & is going t…
Liz Fong-Jones (方禮真): this is definitely not technology that, at the moment, you want put in the hands of the average white-collar worker right now, you'd be better off just hiring more workers, rather than pay for the …
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