2025-11-13 17:59:19
Imagine ChatGPT but instead of predicting text it just linked you to the to 3 documents most-influential on the probabilities that would have been used to predict that text.
Could even generate some info about which parts of each would have been combined how.
There would still be issues with how training data is sourced and filtered, but these could be solved by crawling normally respecting robots.txt and by paying filterers a fair wage with a more relaxed work schedule and mental health support.
The energy issues are mainly about wild future investment and wasteful query spam, not optimized present-day per-query usage.
Is this "just search?"
Yes, but it would have some advantages for a lot of use cases, mainly in synthesizing results across multiple documents and in leveraging a language model more fully to find relevant stuff.
When we talk about the harms of current corporate LLMs, the opportunity cost of NOT building things like this is part of that.
The equivalent for art would have been so amazing too! "Here are some artists that can do what you want, with examples pulled from their portfolios."
It would be a really cool coding assistant that I'd actually encourage my students to use (with some guidelines).
#AI #GenAI #LLMs
Tags are sets. Many apps support tagging of content, but most of them (incl. Mastodon) treat tags only as singular/isolated topic filters, akin to a flat folder-based approach. But tagging can be so, so much more powerful when treating tags as sets and offering users the possibility to combine and query tagged content as sets (think Venn diagrams), i.e. allowing tags to be combined using AND/OR/NOT aka intersection/union/difference operations...
Below is a simple query engine to do jus…
I'm no math surgeon, but there's 342mil people in the US. 70 of 342 is around 20%, or 1 in 5 Americans.
https://fed.brid.gy/r/https://bsky.app/profile/did:plc:f7utvjkqbgwfjonqtpfcf5fu/post/3m4pc4toy7s2z
What do you think? Did Venezuela just “thwart” a false flag?
“Venezuela says it has thwarted what it calls a CIA-linked plot to attack a US warship anchored in Trinidad.
It claims the US would have blamed Venezuela for the attack on the USS Gravely, a guided-missile destroyer, to justify aggression against it.”
Australia Broadcasting reporting: #usa #venezuela #war
I packed for #POTA before heading out to do the weekly grocery shopping, even though it was only 40°F / 4.5°C with low clouds. I decided it was too cold to sit in the helinox chair without insulation, so I drove past US-3867 and went to US-2755 Umstead State Park instead, where I could sit at a picnic table. I took a floor mat out of my car to sit on. As it was, it was cold enough that I co…