David Nadeau @Pythonner
Full cycle Machine Learning: I design, develop, deploy & support. Bot Populi, Bot Dei. innodata.com/data-transform… Ottawa, Canada Joined April 2009-
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David Nadeau retweeted
A recent work from @iddo claimed GPT4 can score 100% on MIT's EECS curriculum with the right prompting. My friends and I were excited to read the analysis behind such a feat, but after digging deeper, what we found left us surprised and disappointed. dub.sh/gptsucksatmit 🧵
A recent work from @iddo claimed GPT4 can score 100% on MIT's EECS curriculum with the right prompting. My friends and I were excited to read the analysis behind such a feat, but after digging deeper, what we found left us surprised and disappointed. dub.sh/gptsucksatmit 🧵
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This is great. AI warfare presented as good thing is questionable (think lethal autonomous weapons) but else, I agree with all of it!
This is great. AI warfare presented as good thing is questionable (think lethal autonomous weapons) but else, I agree with all of it!
David Nadeau retweeted
A new Ahead of AI issue is out, where I am covering the latest research highlights concerning LLM tuning and dataset efficiency: magazine.sebastianraschka.com/p/ahead-of-ai-…
David Nadeau retweeted
Everyone should learn to fine-tune LLMs. You can try (and fail) to force GPT-4 on to every solution, or you can reduce your costs and improve your accuracy by fine-tuning a task-specific LLM. Here's why, and some tips for getting started:
David Nadeau retweeted
David Nadeau retweeted
We're launching ten $100,000 grants for building prototypes of a democratic process for steering AI. Our goal is to fund experimentation with methods for gathering nuanced feedback from everyone on how AI should behave. Apply by June 24, 2023: openai.com/blog/democrati…
David Nadeau retweeted
More from Yoshua Bengio on AI safety: yoshuabengio.org/2023/05/07/ai-…
David Nadeau retweeted
If you are Canadian and speak French and you have a PhD related to data science *or* networks/security, you can become my colleague. teluq.ca/site/emploi/of… teluq.ca/site/emploi/of…
David Nadeau retweeted
Poking an insanely high-dimensional black box with a stick for a living 🪄 washingtonpost.com/technology/202…
David Nadeau retweeted
Augmented Language Models: a Survey abs: arxiv.org/abs/2302.07842
2023 is the year AI/ML went from: -> people cherry-picking examples of systems giving the right answers to: ->people cherry-picking examples of systems making mistakes. Tells a lot on the giant leap we just made.
Unashamed bragging: in 2007, on page 69 of my PhD thesis, I explained how to build a kind of language model on a Terabyte-sized dataset. Pre-Deep NN era: ruor.uottawa.ca/handle/10393/2…
David Nadeau retweeted
Prompt Engineering Guide (1.8K ⭐️) Organized papers by date so it's easier to track the latest developments in prompt engineering. All the latest tools added too! github.com/dair-ai/Prompt…
David Nadeau retweeted
@flybird110013 I have a slightly extended version here, I hope it helps: sebastianraschka.com/blog/2023/dete…
David Nadeau retweeted
OpenAI just launched the "AI Text Classifier" to identify texts generated by AI. Tried it, and IT DOES NOT WORK. platform.openai.com/ai-text-classi… Using my Python ML book published in 2015: 1) @randal_olson's foreword: unclear 2) my preface: possibly AI 3) paragraph from Ch1: likely AI
David Nadeau retweeted
Open Problems in Applied Deep Learning If you're looking for interesting open problems in DL, this is a good reference. Not sure if intentional but it also looks useful to get a general picture of current trends in deep learning with ~300 references. arxiv.org/abs/2301.11316
AI community: make sure to review the output of AI, generate alternate images, refine your prompt (else it's often creepy lol). MarketWatch: 'image of a bear in a house of mirrors' noice, publish.
David Nadeau retweeted
My team and I have availability. Drop me a line at [email protected] if you: - Need a PHP or framework upgrade. - Are struggling with old spaghetti code. - Not sure how to introduce automated tests. - Would like to pick my brain or pair program for an hour. Thanks for retweeting.
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