Computational Legal @computational
Prof. Daniel Martin Katz #Law + #Science + #Engineering + #Entrepreneurship BLOG: https://t.co/wAwPaZf3aK PAGE: https://t.co/4PK6hxI3Q3 CORP: https://t.co/KE6PcoN5bO danielmartinkatz.com @IllinoisTech @ChicagoKentLaw Joined March 2009-
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This week and next, I am covering the years 1870–1914 in my undergraduate economic history course. Each time I return to this material, I am struck by how much of the modern world takes shape in that era, often more so than in the classic narratives centered on Britain’s…
AI agents are now capable of doing real, if bounded, work. But that work can be very valuable. For example, the new Claude Sonnet 4.5 was able to replicate published economics research from data files & the paper. We need to figure out what to do with it: oneusefulthing.org/p/real-ai-agen…
Very interested to watch these ... might assign a few in my class ...
The jump from "agents are nowhere close to working" to "okay, narrow agents for research and coding work pretty well" to (very recently) "general purpose agents are actually useful for a range of tasks" has been quick enough (less than a year) so that most people have missed it.
As a researcher at a frontier lab I’m often surprised by how unaware of current AI progress public discussions are. I wrote a post to summarize studies of recent progress, and what we should expect in the next 1-2 years: julian.ac/blog/2025/09/2…
if i had to choose a single 5-minute read to agi-pill smart friends, it would be this clean and simple piece
if i had to choose a single 5-minute read to agi-pill smart friends, it would be this clean and simple piece https://t.co/gz75DwbUqz
Transformative AI poses a challenge to economics. In fact, at least nine challenges.
Transformative AI poses a challenge to economics. In fact, at least nine challenges.
FINALLY THE PAPER I'VE BEEN WAITING FOR
Economists must take seriously the transformative implications of AI for the economy: -economic growth -science and innovation -inequality -concentration of power -geo-economics -information and knowledge flows -catastrophic risk -new measures of well-being and -transition…
Economists must take seriously the transformative implications of AI for the economy: -economic growth -science and innovation -inequality -concentration of power -geo-economics -information and knowledge flows -catastrophic risk -new measures of well-being and -transition…
Some new theoretical economics papers looking at the implications of AGI. These two papers argue that a true AGI-level AI (equivalent to a human genius), if achieved, would eventually displace most human labor and reduce the economic value of remaining human work to near-zero.
Paper accepted to #NeurIPS2025! 🎉 "Probabilistic Reasoning with LLMs" by my PhD student @JonathanQZheng → arxiv.org/abs/2503.09674 Super exciting! It moves beyond rigid math/logic reasoning into probabilistic reasoning, reflecting how people tackle many real-world problems.
Yes, I peer reviewed DeepSeek-R1 paper for @Nature and hope to see more frontier model developers follow their lead of sharing peer-reviewed technical details of their work, and go beyond buzzy blogs and patronizing "yeah, we have done it this way too" post facto claims..🤞
Yes, I peer reviewed DeepSeek-R1 paper for @Nature and hope to see more frontier model developers follow their lead of sharing peer-reviewed technical details of their work, and go beyond buzzy blogs and patronizing "yeah, we have done it this way too" post facto claims..🤞 https://t.co/dlO2YI9dT3
Princeton AI just solved impossible teamwork. New method: 95% win rate. Old methods: 0% win rate. They did it by replacing complex rewards with a single goal, unlocking self-taught cooperation. Here's how it works: The technique, Independent Contrastive RL (ICRL), teaches…
🧰 Microsoft researchers studied how agents use the Model Context Protocol (MCP), and they found that when too many tools are available, agents start interfering with each other. 💡They call this problem tool-space interference. It shows up in several ways like bloated tool…
OpenAI just released the largest-ever report on how consumers are using ChatGPT. It looks at millions of (anonymized) messages over the last 3 years to analyze usage evolution over time. Key takeaways 👇
He predicted: • AI vision breakthrough (1989) • Neural network comeback (2006) • Self-supervised learning revolution (2016) Now Yann LeCun's 5 new predictions just convinced Zuckerberg to redirect Meta's entire $20B AI budget. Here's what you should know (& how to prepare):
Understanding GPU Architecture from Cornell cvw.cac.cornell.edu/gpu-architectu… During a low-level discussion at a casual meetup, many folks were interested in understanding GPUs more closely. While CPUs optimize for complex control flow (see those big cores + caches), the GPUs maximize…

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❤️ MICHELLE ❤�... @cutemichellee
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andrew arruda 🏄... @AndrewArruda
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36K Followers 3K Following Building @boredchili | Prev. SW-GPU @nvidia, maps @apple | Council ‘23 @apecoin | 7 yrs in autonomous vehicle, crypto since 2016 | 🎙️@veratheintern
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