Detecting hallucinations in large language models using semantic entropy(nature.com)

220 points by Tomte 2 years ago | 153 comments

Language models and linguistic theories beyond words(nature.com)

59 points by Anon84 2 years ago | 26 comments

Role play with large language models(nature.com)

83 points by m_kos 3 years ago | 64 comments

A nuclear clock synchronized to 229Th(nature.com)

13 points by sbulaev 18 days ago | 3 comments

Open-access Nature research article reporting a nuclear clock synchronized to the thorium-229 nuclear transition.

Scalable watermarking for identifying large language model outputs(nature.com)

50 points by ghshephard 2 years ago | 33 comments

AI models collapse when trained on recursively generated data(nature.com)

200 points by rntn 2 years ago | 159 comments

Context Language Models(arxiv.org)

164 points by emersonmacro 25 days ago | 44 comments

arXiv paper introducing Context Language Models, LLMs that natively manage their own context by treating it as an editable file, with benchmarks on agent tasks.

Advanced coding in low-resource programming languages(openai.com)

79 points by sumnole 5 days ago | 102 comments

OpenAI research publication on improving its models' coding abilities in low-resource programming languages like COBOL, Fortran, OCaml, and Visual Basic.

Decomposing language models into understandable components(anthropic.com)

402 points by tompark 3 years ago | 58 comments

Anthropic research post from Oct 2023 on decomposing language model neurons into more interpretable features.

Training language models to be warm and empathetic makes them less reliable(arxiv.org)

334 points by Cynddl 1 year ago | 333 comments

arXiv paper finding that fine-tuning language models to be warm and empathetic raises error rates and makes them more sycophantic on safety-critical tasks.

Openrsync: An implementation of rsync, by the OpenBSD team(github.com)

448 points by sph 4 months ago | 168 comments

GitHub repository for openrsync, a BSD-licensed clean-room implementation of the rsync file synchronization tool from the OpenBSD project.

A new model for open source: closed to pull requests, open to remix(ghuntley.com)

9 points by ghuntley 11 days ago | 5 comments

Geoffrey Huntley blog post proposing an open source model where projects reject pull requests but invite others to fork and remix the code.