forking uncertainty text generation paper
3 experts across 2 network communities independently surfaced this.
3 experts
2 communities
1 sources clustered
“Schrodinger’s language models LLMs randomly choose between possible words, and certain choices can lead to wildly different results Goodfire’s latest work shows that those decisions largely end in roughly the same result. arxiv.org/abs/2608.19611”
“Researchers devised a statistical model to estimate uncertainty dynamics in text generation by smoothing noisy data from large language models. This advancement reduces resampling costs, enhancing insights into LLM reasoning and decisions in complex text ge…”
Established
AI field signal
Signal
5d ago
2 directory members surfaced this signal.
2 experts
1 community
1 sources clustered
“Astra imminent openai.com/index/path-t...”
“"But everyone knows AI models don't do anything useful" openai.com/index/path-t... The bracing thing here is that a) this is on new/unknown exploits (though a fairly small number), and b) just look at how steep that Astra line is w/r/t token count. We need …”
BBC killer robots autonomous weapons feature
2 directory members surfaced this signal.
2 experts
2 communities
1 sources clustered
“I spoke to the BBC World Service today regarding the AI drone strike that killed three Ukrainians and how the use of fully autonomous AI weapons does not mean that they are anymore accurate or reliable (quite the opposite), nor are they "killer robots" with…”
Established
AI field signal
Development
3d ago
2 directory members surfaced this signal.
2 experts
2 communities
1 sources clustered
“ICYMI: x.com/nvidianewsro... www.linkedin.com/feed/update/... Selfishly really happy to see NVIDIA throw its resources behind open weight models and public datasets via the HF platform.”
Established
AI field signal
Development
3d ago
2 directory members surfaced this signal.
2 experts
2 communities
1 sources clustered
“ICYMI: x.com/nvidianewsro... www.linkedin.com/feed/update/... Selfishly really happy to see NVIDIA throw its resources behind open weight models and public datasets via the HF platform.”
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered