Human-Centered AI
@human-centered-ai.bsky.social
Focused on understanding and improving how humans interact with artificial intelligence (AI) systems.
Reposted by Human-Centered AI
9/ Finally, #SB205 mandates disclosure when consumers interact with #AI systems.
The simplicity of this requirement belies its profound implications: trust, autonomy, and informed consent in #humanAIinteraction.
The simplicity of this requirement belies its profound implications: trust, autonomy, and informed consent in #humanAIinteraction.
January 18, 2025 at 6:23 PM
9/ Finally, #SB205 mandates disclosure when consumers interact with #AI systems.
The simplicity of this requirement belies its profound implications: trust, autonomy, and informed consent in #humanAIinteraction.
The simplicity of this requirement belies its profound implications: trust, autonomy, and informed consent in #humanAIinteraction.
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If one #AI talks to another AI—from a legal standpoint—is this the same as human-to-human negotiation? Collusion? Either way, this approach to business is costing consumers more and is a new method for #capitolExtraction.
CDT’s George Slover’s analysis on the @thejusticedepart.bsky.social's antitrust enforcement action against RealPage mentioned in @juddlegum.bsky.social's Popular Info newsletter: popular.info/p/ai-co...
January 8, 2025 at 7:38 PM
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Reposted by Human-Centered AI
See how Explainable AI #XAI improves task performance in human–AI collabs using visual heatmaps to aid #decisionMaking. Experiments in manufacturing and medicine show XAI helps experts validate/override #AI predictions, boosting accuracy w/o increasing time costs
DL or enjoy a 🧵
bit.ly/4fNXM0o
DL or enjoy a 🧵
bit.ly/4fNXM0o
January 7, 2025 at 4:41 PM
See how Explainable AI #XAI improves task performance in human–AI collabs using visual heatmaps to aid #decisionMaking. Experiments in manufacturing and medicine show XAI helps experts validate/override #AI predictions, boosting accuracy w/o increasing time costs
DL or enjoy a 🧵
bit.ly/4fNXM0o
DL or enjoy a 🧵
bit.ly/4fNXM0o
Reposted by Human-Centered AI
You might like this review and framework paper: link.springer.com/article/10.1...
Using AI to Support Education for Collective Intelligence - International Journal of Artificial Intelligence in Education
Artificial Intelligence (AI) is increasingly being used in education, but mostly to support individual teaching and learning. However, there are good reasons to think that thinking together and solvin...
link.springer.com
January 1, 2025 at 4:55 PM
You might like this review and framework paper: link.springer.com/article/10.1...
"Human-AI Collaboration: Exploring Interfaces for Interactive Machine Learning (IML)" speaks to the synergy between human intuition and AI computational power and what this means for #decisionMaking and #problemSolving. #AI #HAI #XAI
DL or enjoy this 🧵
propulsiontechjournal.com/index.php/jo...
DL or enjoy this 🧵
propulsiontechjournal.com/index.php/jo...
Human-AI Collaboration: Exploring interfaces for interactive Machine Learning
| Tuijin Jishu/Journal of Propulsion Technology
propulsiontechjournal.com
December 10, 2024 at 3:38 PM
"Human-AI Collaboration: Exploring Interfaces for Interactive Machine Learning (IML)" speaks to the synergy between human intuition and AI computational power and what this means for #decisionMaking and #problemSolving. #AI #HAI #XAI
DL or enjoy this 🧵
propulsiontechjournal.com/index.php/jo...
DL or enjoy this 🧵
propulsiontechjournal.com/index.php/jo...
"Designing human-AI systems for complex settings" discusses designing #human-AI systems for complex operational settings by applying distributed, joint, and self-organizing perspectives of sociotechnical systems. #AI #HAI #AIEthics
DL or enjoy the following 🧵
www.tandfonline.com/doi/epdf/10....
DL or enjoy the following 🧵
www.tandfonline.com/doi/epdf/10....
Designing human-AI systems for complex settings: ideas from distributed, joint, and self-organising perspectives of sociotechnical systems and cognitive work analysis
www.tandfonline.com
December 10, 2024 at 1:52 AM
"Designing human-AI systems for complex settings" discusses designing #human-AI systems for complex operational settings by applying distributed, joint, and self-organizing perspectives of sociotechnical systems. #AI #HAI #AIEthics
DL or enjoy the following 🧵
www.tandfonline.com/doi/epdf/10....
DL or enjoy the following 🧵
www.tandfonline.com/doi/epdf/10....
Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making
How human decision-making interacts w/ AI recommendations/explanations. Behavior models can be used to enhance or manipulate human reliance on AI-generated recs.
DL or enjoy a 🧵
arxiv.org/pdf/2411.104...
How human decision-making interacts w/ AI recommendations/explanations. Behavior models can be used to enhance or manipulate human reliance on AI-generated recs.
DL or enjoy a 🧵
arxiv.org/pdf/2411.104...
arxiv.org
December 9, 2024 at 8:29 PM
Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making
How human decision-making interacts w/ AI recommendations/explanations. Behavior models can be used to enhance or manipulate human reliance on AI-generated recs.
DL or enjoy a 🧵
arxiv.org/pdf/2411.104...
How human decision-making interacts w/ AI recommendations/explanations. Behavior models can be used to enhance or manipulate human reliance on AI-generated recs.
DL or enjoy a 🧵
arxiv.org/pdf/2411.104...
Testing Theory of Mind in LLMs and Humans
Are #AI #LLMs capable of understanding human social dynamics? @jstrachan.bsky.social et al look into the theory of mind #ToM abilities of models like GPT-4, comparing them with human performance. DL or enjoy a 🧵
www.nature.com/articles/s41...
Are #AI #LLMs capable of understanding human social dynamics? @jstrachan.bsky.social et al look into the theory of mind #ToM abilities of models like GPT-4, comparing them with human performance. DL or enjoy a 🧵
www.nature.com/articles/s41...
Testing theory of mind in large language models and humans - Nature Human Behaviour
Testing two families of large language models (LLMs) (GPT and LLaMA2) on a battery of measurements spanning different theory of mind abilities, Strachan et al. find that the performance of LLMs can mi...
www.nature.com
December 9, 2024 at 7:21 PM
Testing Theory of Mind in LLMs and Humans
Are #AI #LLMs capable of understanding human social dynamics? @jstrachan.bsky.social et al look into the theory of mind #ToM abilities of models like GPT-4, comparing them with human performance. DL or enjoy a 🧵
www.nature.com/articles/s41...
Are #AI #LLMs capable of understanding human social dynamics? @jstrachan.bsky.social et al look into the theory of mind #ToM abilities of models like GPT-4, comparing them with human performance. DL or enjoy a 🧵
www.nature.com/articles/s41...
In-depth exploration of human-AI interaction #HAI, emphasizing integration of AI technologies in daily life.
Highlighting a shift from technology-centric research to human-centered AI, focusing on human-in-the-loop and anthropomorphic design principles.
DL or enjoy a 🧵
kuey.net/index.php/ku...
Highlighting a shift from technology-centric research to human-centered AI, focusing on human-in-the-loop and anthropomorphic design principles.
DL or enjoy a 🧵
kuey.net/index.php/ku...
View of An Analysis of Human-AI Interaction
kuey.net
December 9, 2024 at 6:22 PM
In-depth exploration of human-AI interaction #HAI, emphasizing integration of AI technologies in daily life.
Highlighting a shift from technology-centric research to human-centered AI, focusing on human-in-the-loop and anthropomorphic design principles.
DL or enjoy a 🧵
kuey.net/index.php/ku...
Highlighting a shift from technology-centric research to human-centered AI, focusing on human-in-the-loop and anthropomorphic design principles.
DL or enjoy a 🧵
kuey.net/index.php/ku...