Big Science Social Impact Evaluation for Bias and Stereotypes

community

AI & ML interests

datasets, social impact, bias, evaluation

Recent Activity

LanguageShades's activity

fdaudensΒ 
posted an update 1 day ago
view post
Post
1522
πŸ”₯ The AI Agent hype is real! This blog post deep dives into everything you need to know before deploying them: from key definitions to practical recommendations. A must-read for anyone building the future of autonomous systems.

πŸ“Š Key insight: A clear table breaking down the 5 levels of AI agents - from simple processors to fully autonomous systems. Essential framework for understanding where your agent stands on the autonomy spectrum

βš–οΈ Deep analysis of 15 core values reveals critical trade-offs: accuracy, privacy, safety, equity & more. The same features that make agents powerful can make them risky. Understanding these trade-offs is crucial for responsible deployment

🎯 6 key recommendations for the road ahead:
- Create rigorous evaluation protocols
- Study societal effects
- Understand ripple effects
- Improve transparency
- Open source can make a positive difference
- Monitor base model evolution

Read the blog post: https://huggingface.co/blog/ethics-soc-7 Brillant work by @meg @evijit @sasha @giadap
megΒ 
posted an update 2 days ago
view post
Post
2235
πŸ’«...And we're live!πŸ’« Seasonal newsletter from ethicsy folks at Hugging Face, exploring the ethics of "AI Agents"
https://huggingface.co/blog/ethics-soc-7
Our analyses found:
- There's a spectrum of "agent"-ness
- *Safety* is a key issue, leading to many other value-based concerns
Read for details & what to do next!
With @evijit , @giadap , and @sasha
fdaudensΒ 
posted an update 27 days ago
view post
Post
1339
πŸ” From instruction-following to creative storytelling, dive into 2024's most impactful AI datasets! These gems are shaping everything from scientific research to video understanding.

Check it out: huggingface/open-source-ai-year-in-review-2024
fdaudensΒ 
posted an update 28 days ago
view post
Post
1278
🀝 Want to share your AI models while protecting your work? Licenses are key!

Fascinating to see that nearly 60% of models on the Hub use Apache & MIT licenses.

Explore the viz here: huggingface/open-source-ai-year-in-review-2024
fdaudensΒ 
posted an update 29 days ago
view post
Post
1329
Did a fun experiment: What are the main themes emerging from the 100+ Nieman Journalism Lab predictions for 2025?

I used natural language processing to cluster and map them β€” really helps spot patterns that weren't obvious when reading predictions one by one. So what will shape journalism next year? A lot of AI and US politics (surprise!), but there's also this horizontal axis that spans from industry strategies to deep reflections on how to talk to the public.

Click any dot to explore the original prediction. What themes surprise/interest you the most?

πŸ‘‰ fdaudens/nieman_lab_2025_predictions_visualization

P.s.: I discovered that Nieman Lab's content is under Creative Commons license!
fdaudensΒ 
posted an update about 1 month ago
fdaudensΒ 
posted an update about 1 month ago
fdaudensΒ 
posted an update about 1 month ago
view post
Post
1391
The viz of the day for the Year in review: Network graph showing likes similarity between models.

Instructive to see which models serve as the "nodes" of the Hub!

Check it out: huggingface/open-source-ai-year-in-review-2024
fdaudensΒ 
posted an update about 1 month ago
view post
Post
340
🎯 New day, new viz!

This teaser barely captures the heat between Meta πŸ‡ΊπŸ‡Έ, Stability πŸ‡¬πŸ‡§ & Black Forest Labs πŸ‡©πŸ‡ͺ racing for HF Hub likes. Want to see the full Fast & Furious AI showdown? Check the link below! πŸŽοΈπŸ’¨

huggingface/open-source-ai-year-in-review-2024
fdaudensΒ 
posted an update about 1 month ago
view post
Post
1073
πŸ“ˆπŸ‘€ Just dropped: visualization mapping Hugging Face's most liked & downloaded models from 2022 to now. Small models are clearly on the rise - fascinating shift in both likes and download patterns.

Check it out: huggingface/open-source-ai-year-in-review-2024
fdaudensΒ 
posted an update about 1 month ago
view post
Post
1757
Keeping up with open-source AI in 2024 = overwhelming.

Here's help: We're launching our Year in Review on what actually matters, starting today!

Fresh content dropping daily until year end. Come along for the ride - first piece out now with @clem 's predictions for 2025.

Think of it as your end-of-year AI chocolate calendar.

Kudos to @BrigitteTousi @clefourrier @Wauplin @thomwolf for making it happen. We teamed up with aiworld.eu for awesome visualizations to make this digestibleβ€”it's a charm to work with their team.

Check it out: huggingface/open-source-ai-year-in-review-2024
fdaudensΒ 
posted an update about 2 months ago
fdaudensΒ 
posted an update about 2 months ago
view post
Post
1058
The rapid progress in small audio models is mind-blowing! 🀯 Just tested OuteTTS v0.2 - cloned my voice from a 10s clip with impressive accuracy and natural prosody.

At 500M parameters, it's efficient enough to run on basic hardware but powerful enough for professional use.

This could transform how we produce audio content for new - think instant translated interviews keeping original voices, or scaled audio article production!

Demo and Model on the Hub: OuteAI/OuteTTS-0.2-500M h/t @reach-vb
  • 3 replies
Β·
fdaudensΒ 
posted an update about 2 months ago
view post
Post
1300
πŸ€– 93% of Gen Z workers use AI tools weekly, but nearly half of all workers aren't comfortable admitting it. The tech adoption gap isn't about usageβ€”it's about openness. Why are we still treating AI tools like a workplace secret? πŸ€”

See this article: https://www.axios.com/2024/11/25/gen-z-ai-work-survey
  • 1 reply
Β·