🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

I've recently put together a "Fairness FAQ": tinyurl.com/fairness-faq. If you work in non-fairness ML and you've heard about fairness, perhaps you've wondered things like what the best definitions of fairness are, and whether we can train algorithms that optimize for it.

I'm not in the CVPR community, but I'm not a fan of this. The most rewarding part of reviewing for me is to see and engage with the perspectives of other researchers within my community. Being part of something bigger than myself. This makes the process more soulless.

from autoregression to autorecursion

📣The University of Toronto Centre for Ethics has a call for applications for a post-doctoral fellowship on the topic of Algorithm Bias. Please share! ➡️ Open to applicants from any country, includes teaching opportunities, and position is renewable up to 3 years. ethics.utoronto.ca/postdoctoral-f…

Job Alert: Are you thinking of doing a PhD in ML, with a theoretical/algorithmic flavor? I'm hiring talented and passionate students to work with me on: ML theory; Neural scaling laws; Synthetic data (the good, the bad and the ugly); Explainable and trustworth AI (adversarial

This might be the first large-scale application of AI technology to geopolitics.. 4o, o3 high, Gemini 2.5 pro, Claude 3.7, Grok all give the same answer to the question on how to impose tariffs easily.

oh my fucking god

LLM benchmarks measure raw AI capabilities, but what happens when LLMs are actually used by people is different. Our new work introduces ChatBench, a benchmark for human-LLM interaction, and analyzes these interactions in a large randomized experiment.

I will be at ICLR 2026 next week! If you are interested in any of these four postdoc positions, reach out to me via whova app so that we can meet during the conference!

Exciting news: the Fairness, Accountability, Transparency and Ethics (FATE) group at Microsoft Research NYC is hiring a predoctoral fellow!!! 🎉 microsoft.com/en-us/research…

In the absence of federal action, the states have led the way for years on pushing forward common sense AI policy. This is really not good.

Have you ever felt that AI fairness was too strict, enforcing fairness when it didn’t seem necessary? How about too narrow, missing a wide range of important harms? We argue that the way to address both of these critiques is to discriminate more 🧵

Congrats to Dr. Yiwei Lu (Yiwei Lu), who defended his PhD today! Yiwei is a leader in trustworthy AI&ML, and has done breakthrough work on data poisoning attacks. He will be starting as an assistant professor at Université d'Ottawa | University of Ottawa in the fall -- apply to work with him! 💯💯💯

Congrats to Yiwei Lu on a PhD successfully defended. His thesis will be a great reference point for students interested in data poisoning. For ~25% of the committee Qs, Yiwei responded with "great question, and we're working on it now...", so I'm excited to see what comes next!

My lab Johns Hopkins University is recruiting research and communications professionals, and AI postdocs to advance our work ensuring that AI is safe and aligned to human well-being worldwide: We're hiring an AI Policy Researcher to conduct in-depth research into the technical and policy

Are you an established professor in AI open to moving to the University of Waterloo? Please DM me directly!

stop scroll; join team. make model excellent. jobs.ashbyhq.com/cohere/554a938…

If you are considering applying for NSERC / CRSNG #NSERC Discovery Grant, you may find the thread I wrote a few years ago helpful U of T Research University of Toronto Faculty of Information

Another well-organized and successful ML Security and Privacy workshop. Active TAILab participation with posters on Uncertainty quantification (Hamed Karimi Hirad Daneshvar) and Certified robustness (Mreza Maleki) . Thanx to Vector Institute Gautam Kamath TMU Electrical, Computer, & Biomedical Eng

The Department of Statistical Sciences in the Faculty of Arts and Science at the University of Toronto invites applications for a full-time teaching stream position in the area of Statistical Sciences. The appointment will be at the rank of Assistant Professor, Teaching Stream