PhD Student, U of Toronto, Scalable Machine Learning Systems

Joined June 2008
8 Photos and videos
Daniel Snider retweeted
Many people including CEOs have come to me asking about Sam Altman's UBI pilot. Unlike most critics, we actually read the research. Basic income ended poverty with minimal impact on work beyond single parents. People took risks to find better jobs, retrain & escape abuse. 1/🧵
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Daniel Snider retweeted
The new bridges in the Port Lands are now open! We’ve loved seeing your enthusiasm as you followed along. Check out these great photos sent in by Brian Tao as the bridges were getting ready to open.
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Daniel Snider retweeted
<long post, alert> Incredibly important conversation going on right here. I know so many admirers of @elonmusk - including me, I'll admit it - who are perplexed and dismayed by his recent relentless drift toward people whose opinions he himself would have regarded as extreme a year ago. @chuckcook has been a tireless champion for Tesla and its FSD roll-out. When you start losing people like him, it surely... surely... should be some kind of reality check. Elon argues that Chuck is ignoring the existential risk to American civilization. But I think the biggest risk to that civilization comes from unbridgeable political division, and Elon's latest provocations here are actually making the problem worse. There was a time, early in the Twitter/X takeover when Elon was arguing convincingly that the loudest voices where at the extremes, and he, along with 80% of America and the world did not share those opinions. But now, to many of us, it seems that he's being pulled closer and closer to extreme opinion. In today's world, dismay and disgust are more powerful motivators than love and support. So this move can only be negative-sum in terms of Elon's overall influence. He is gaining a few new rabidly enthusiastic supporters. But losing far, far more. It's pretty heartbreaking to see. I really think this is a moment when those who care most about Elon - his friends, his family, board members, anyone he might listen to - need to step up and urge him to rediscover the possibility that people like Chuck have his best interests at heart. Elon, I happen to believe you could be on the verge of achieving astonishing things with X. In many ways the platform has advanced under your ownership (Community Notes my favorite example). It continues to innovate at incredible speed, despite - or because - of having only a quarter of the workforce it had. This is a genuinely incredible achievement and flies in the face of much of the snarking among progressives. But I really think you're in danger of handing your enemies victory after all, just by making it harder and harder for anyone remotely in the center to listen to you. You said something brilliant when you first took over this platform. You said you wanted to maximize unregretted user-minutes. This is exactly the right metric. But the tragedy right now is that for literally millions of people, the minutes they regret most when they come to X are... your posts. It's not just what they say, nor their aggressive tone. It's the fact they come from you, the powerful owner of the platform. To be clear, I'm not talking about all of your posts... there are still plenty featuring imaginative humor and exciting tech revelations. But too many come over as ignoring basic human values of respect and kindness. You won the admiration of countless millions around the world by opening up new possibilities for a genuinely exciting future. Many of those millions, I'm pretty certain, feel heartbroken and betrayed by your latest moves. There is a way to articulate the beliefs you have about the risks of unfettered immigration, and the over-reach of wokeness, without needlessly antagonizing so many. You own the playground. You cannot become the playground bully. Please don't write this off, Elon. There's a better way where you can champion vigorous debate on this platform from all sides without letting yourself constantly get dragged into the mire. Meanwhile... I'm with Chuck.
7 Feb 2024
@elonmusk I love what you have done for @Tesla and @SpaceX but unfortunately, for me, you have transitioned into GodMode, I will continue to support your hard working engineers on FSDBeta, but I can't watch and listen to what you seem to feel is your responsibility to influence. I agree with most of what you are aligned with, but unless you are running for office or want to run the world, you need to settle down. Muted
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Daniel Snider retweeted
What almost everyone does not get about artificial intelligence is that this is more of a microbiomes-on-a-chip thing. You are basically talking to yoghurt.
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Daniel Snider retweeted
Instead of reinventing the wheel, Metrolinx is importing ETCS, or European Train Control System. This state-of-the-art signalling system is standard in the European Union, and will enable more frequency by allowing GO trains to run closer together.
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What going to see the Raptors in SF feels like #Raptors905 #WeTheNorth #RTZ #Raptors
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Daniel Snider retweeted
BREAKING: President Obama joins the call for UBI
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Daniel Snider retweeted
13 Jun 2023
First of all, massive congratulations are in order to @zacharynado @GeorgeEDahl @naman33k and co-authors on this massive work spanning multiple years on benchmarking neural network training algorithms! 🎉🍾 I have a horse 🐴 in the race and its called distributed shampoo 🦄
Benchmarking Neural Network Training Algorithms Presents AlgoPerf, a new, competitive, time-to-result benchmark using multiple workloads running on fixed hardware. arxiv.org/abs/2306.07179
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Daniel Snider retweeted
Imagine these two delicious combo in your dinner plate. Left is golden rice enriched with beta carotene 🌾. Right is purple tomato enriched with anthocyanin, all products of agricultural biotechnology. We love to see science improve lives!🍛😍
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Daniel Snider retweeted
ANNIVERSARY ALERT! Already 15 incredible years of hacking and tinkering have passed! Come celebrate with us Hacklab's 15th anniversary on Saturday, August 19th. Food, music, and a lot of fun are guaranteed! 🪩 Find more below ⬇️ eventbrite.ca/e/hacklabto-15…
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Daniel Snider retweeted
28 Jul 2023
Exciting advancement by Google DeepMind with the newly introduced Robotic Transformer 2 (RT-2)! Main idea: train a single agent on 1) web-scale text/image data and 2) robot data, to create a single Vision-Language-Action (VLA) model. This VLA model can directly output actions to control a robot, using knowledge learned from the web! The elegance of the approach is compelling: represent actions as language-like tokens. Key result: RT-2 can solve robot tasks that require knowledge transfer from the web-data. For example, to "move banana to the sum of two plus one", RT-2 has to use its object manipulation skills (learned from the robot dataset) and it has to know the answer to "two plus one" (learned from the web-based dataset). These results support recent trends, namely that 1) scale allows for more elegant solutions, and 2) diverse, multi-modal data improves performance. Amazing work from the Google DeepMind team! Excited to dive even deeper into the work after our poster session for STEVE-1 at the SPIGM workshop today. deepmind.com/blog/rt-2-new-m…
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Daniel Snider retweeted
Tax buildings, you discourage development. Tax paycheques, you discourage work. Tax capital, you discourage investments. Tax land... you encourage better use. One of these is not like the others.
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Daniel Snider retweeted
29 Jul 2023
Many have offered rich incentives for X (fka Twitter) to move its HQ out of San Francisco. Moreover, the city is in a doom spiral with one company after another left or leaving. Therefore, they expect X will move too. We will not. You only know who your real friends are when the chips are down. San Francisco, beautiful San Francisco, though others forsake you, we will always be your friend.
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Daniel Snider retweeted
*improve on base LMs or hook them up to a knowledge graph why bother encoding facts in NN weights when you can just do a database query
The False Promise of Imitating Proprietary LLMs Open-sourced LLMs are adept at mimicking ChatGPT’s style but not its factuality. There exists a substantial capabilities gap, which requires better base LM. arxiv.org/abs/2305.15717
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Daniel Snider retweeted
25 May 2023
We are excited to share that we have received the FDA’s approval to launch our first-in-human clinical study! This is the result of incredible work by the Neuralink team in close collaboration with the FDA and represents an important first step that will one day allow our technology to help many people. Recruitment is not yet open for our clinical trial. We’ll announce more information on this soon!
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Daniel Snider retweeted
17 May 2023
Excited to announce @mlcommons partnership with @avcconsortium to develop an Automotive Industry ML Benchmark Suite. Lots of opportunities to join the effort to create these important industry standards mlcommons.org/en/news/avcc-m… #machinelearning #autonomousvehicles

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Daniel Snider retweeted
11 May 2023
1. Multiplex afterglow thread. Over the years I’ve spent a lot of time poking at Toronto’s residential land use frameworks. I want to spend a few tweets acknowledging how much things have begun to change as of late.
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Daniel Snider retweeted
based Sam Altman🔰
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Daniel Snider retweeted
"land value tax solves this"
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