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Combating misinformation in the age of llms: Opportunities and challenges
C Chen, K Shu - AI Magazine, 2024 - Wiley Online Library
Misinformation such as fake news and rumors is a serious threat for information ecosystems
and public trust. The emergence of large language models (LLMs) has great potential to …
and public trust. The emergence of large language models (LLMs) has great potential to …
[HTML][HTML] Broadening the perspective for sustainable artificial intelligence: sustainability criteria and indicators for Artificial Intelligence systems
Highlights•Reviews current literature on the social, economic, and environmental impacts of
AI.•Substantiates the call for an overarching perspective on sustainable AI.•Develops …
AI.•Substantiates the call for an overarching perspective on sustainable AI.•Develops …
Llama 2: Open foundation and fine-tuned chat models
Can llm-generated misinformation be detected?
The advent of Large Language Models (LLMs) has made a transformative impact. However,
the potential that LLMs such as ChatGPT can be exploited to generate misinformation has …
the potential that LLMs such as ChatGPT can be exploited to generate misinformation has …
Foundational challenges in assuring alignment and safety of large language models
This work identifies 18 foundational challenges in assuring the alignment and safety of large
language models (LLMs). These challenges are organized into three different categories …
language models (LLMs). These challenges are organized into three different categories …
Black-box access is insufficient for rigorous ai audits
External audits of AI systems are increasingly recognized as a key mechanism for AI
governance. The effectiveness of an audit, however, depends on the degree of access …
governance. The effectiveness of an audit, however, depends on the degree of access …
Into the laion's den: Investigating hate in multimodal datasets
A Birhane, S Han, V Boddeti… - Advances in neural …, 2023 - proceedings.neurips.cc
AbstractScale the model, scale the data, scale the compute'is the reigning sentiment in the
world of generative AI today. While the impact of model scaling has been extensively …
world of generative AI today. While the impact of model scaling has been extensively …
Frontier AI regulation: Managing emerging risks to public safety
Advanced AI models hold the promise of tremendous benefits for humanity, but society
needs to proactively manage the accompanying risks. In this paper, we focus on what we …
needs to proactively manage the accompanying risks. In this paper, we focus on what we …