Here is the more relevant paper released by OpenAI. [1] It obsesses on dangers, misuse, and abuse for a model which was mostly incoherent. [1] - https://arxiv.org/pdf/1908.09203
Release Strategies and the Social Impacts of Language Models
Irene Solaiman, Miles Brundage, Jack Clark
Show all 15 authors
Amanda Askell, Ariel Herbert-Voss, Jeff Wu, Alec Radford, Gretchen Krueger, Jong Wook Kim, Sarah Kreps, Miles McCain, Alex Newhouse, Jason Blazakis, Kris McGuffie, Jasmine Wang
2019 · arXiv
- HN score
- 0
- Mentions
- 3
- Readers
- 3
- Months
- 3
From the abstract
Large language models have a range of beneficial uses: they can assist in prose, poetry, and programming; analyze dataset biases; and more. However, their flexibility and generative capabilities also raise misuse concerns. This report discusses OpenAI's work related to the release of its GPT-2 language model. It discusses staged release, which allows time between model releases to conduct risk and benefit analyses as model sizes increased. It also discusses ongoing partnership-based research and provides recommendations for better coordination and responsible publication in AI.
Metadata: arXiv. Abstracts retain their original authors’ rights.
In the conversation
Original HN comments, with labels from simple text rules. A label describes the whole comment and may miss context or irony. Read the discussion to make up your own mind. About the labels
3 selected excerpts · 3 total mentions
> OpenAI's product was technically made by Ilya Nope, he is not a core contributor of GPT-4, GPT-3, GPT-2, DALLE-3, DALLE-2: https://arxiv.org/abs/2303.08774 https://cdn.openai.com/papers/dall-e-2.pdf https://arxiv.org/pdf/2005.14165.pdf https://arxiv.org/abs/1908.09203
It does work, though. Here's an example: https://techscience.org/a/2019121801/ There's also https://arxiv.org/pdf/1908.09203.pdf#page=48 Why aren't bad actors using it in the wild? I think it's a combination of them being technically unsophisticated and conservative, propaganda not actually working nearly as well as people like to think it does, and lack of detection of competent actors (things like StyleGAN being used for fake FB profiles are detected through carelessness like leaving the faces exactly aligned).
Keep following the thread.
More in Language modelsMore from the same topics.
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan +11
Artificial intelligence (AI) researchers have been developing and refining large language models (LLMs) that exhibit remarkable capabilities across a variety of domains and tasks, challenging our understanding of learning and cognition.
Language Models are Few-Shot Learners
Tom B. Brown, Benjamin Mann, Nick Ryder +28
Recent work has demonstrated substantial gains on many NLP tasks and benchmarks by pre-training on a large corpus of text followed by fine-tuning on a specific task.
Dissolving the Fermi Paradox
Anders Sandberg, Eric Drexler, Toby Ord
The Fermi paradox is the conflict between an expectation of a high {\em ex ante} probability of intelligent life elsewhere in the universe and the apparently lifeless universe we in fact observe.
Talent vs Luck: the role of randomness in success and failure
A. Pluchino. A. E. Biondo, A. Rapisarda
The largely dominant meritocratic paradigm of highly competitive Western cultures is rooted on the belief that success is due mainly, if not exclusively, to personal qualities such as talent, intelligence, skills, efforts or risk taking.