AI News (31st May 2023)
Summary: A short summary of recent AI-related news.
Topics: AI news
Slides: link (pdf)
References/links
- The False Promise of Imitating Proprietary LLMs (https://arxiv.org/abs/2305.15717v1)
- FACTSCORE: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation (https://martiansideofthemoon.github.io/assets/factscore.pdf)
- Gorilla (https://arxiv.org/abs/2305.15334)
- Model evaluation for extreme risks (https://arxiv.org/abs/2305.15324)
- SPRING: GPT-4 Out-performs RL Algorithms by Studying Papers and Reasoning (https://arxiv.org/abs/2305.15486)
- QLoRA: Efficient Finetuning of Quantized LLMs (https://arxiv.org/abs/2305.14314)
- Improving Factuality and Reasoning in Language Models through Multiagent Debate (https://arxiv.org/abs/2305.14325)
- How Language Model Hallucinations Can Snowball (https://arxiv.org/abs/2305.13534)
- AlignScore: A metric for evaluating factual consistency (https://arxiv.org/abs/2305.16739)
- Quality Diversity through AI Feedback (https://carper.ai/quality-diversity-through-ai-feedback/)
- Scaling Data-Constrained Language Models (https://arxiv.org/abs/2305.16264)
- ChatGPT Lawyer (https://edition.cnn.com/2023/05/27/business/chat-gpt-avianca-mata-lawyers/index.html)
- Tiny Corp (https://geohot.github.io/blog/jekyll/update/2023/05/24/the-tiny-corp-raised-5M.html)
- Rishi Sunak meets AI leaders (https://www.gov.uk/government/news/pm-meeting-with-leading-ceos-in-ai-24-may-2023)
- Forbes LAION safety (https://www.forbes.com/sites/hessiejones/2023/04/19/amid-growing-call-to-pause-ai-research-laion-petitions-governments-to-keep-agi-research-open-active-and-responsible/?sh=7a21391062e3)
- Andrej Karpathy talk (https://www.youtube.com/watch?v=bZQun8Y4L2A)
- Safetensors library (https://blog.eleuther.ai/safetensors-security-audit)
- AI news - sleepwalking by airtone (CC BY)
- AI news in 60 seconds - spacedust by airtone (CC BY)