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The assumption that AI will soon run out of data to train on, or that it will become “corrupted” by training on AI-created content, is just an assumption. There are already cases where AI trains itself on AI data, and the limits of these techniques are not yet clear.

Your product vs. what users actually want

„Die Ostdeutschen sind nach zwei Diktaturen hintereinander doppelt geprägt. Kaputte Häuser und Straßen kann man in 30 Jahren wieder aufbauen, kaputte Menschen dauern etwas länger“, "das ist aggressives Selbstmitleid."

I have been working on tools that allow me to use open-source LLM but with Ruby.
This demo Rails app works with:
LLM server wrapping llama.cpp, a client for ChromaDB, and a Ruby chain tool that I have created.
It ingests documents to be queried with the Vicuna model.
#ruby #LLM

We’re basically done.

銀河の中を疾走する太陽系☀️

Glory to Ukraine! The four hundred and seventy-fifth day of the battle against the orcs has begun. #StandWithUkraine Слава Україні! 🇺🇦 Героям Слава! 🇺🇦 Video from: @AlexanderGrom Tg:

For each approach, we talk about how to construct a prompt, discuss how to understand where AI may fall short, and provide guidelines to hand students.

I hope this can serve as jumping off points for understanding the roles AI can play in education.

Papers:
Team players paper: scholar.harvard.edu/files/ddeming/…

Limits by emotional intelligence paper: frontiersin.org/articles/10.33…

Overview of collective intelligence paper:

The collective intelligence of a team depends on more than the intelligence of individual members. It is limited by the emotional intelligence of the least sensitive team member

But adding folks with high social skills to a team & improving process boosts collective intelligence

There it is.

"It's very easy to just state, 'this side says this, that side says that, look, we're so awesome and objective.' This war is not a fucking soccer game in which both sides are morally equal and play by the same rules."

Essayists compete with people who bloat their ideas into books.

Small study on effortful thinking and pain: elifesciences.org/articles/59410

Cognitive endurance intervention and importance paper:

Oh, er kann es doch. Olaf gibt verbal Knallgas 💥 auf der Bühne gegen #Putin, als er vom #Friedensschwurbler und #Lumpenpazifisten Publikum als #Kriegstreiber beschimpft wird.

credit where credit's due @Bundeskanzler #Scholz 🫡

Video 🇩🇪(🇬🇧 subtitles)