No, you can't do sustainable research in startups.
You quickly have to build products and generate revenues before you run out of money.
@ylecun
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Sustainable Research Impossible in Startup Environment
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Research Lab Views on Superhuman AI Feasibility and Timeline
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There is at least one industry research lab where the leadership believes that (super)human-level AI:
– is attainable
– is a scientific research question, not just a question of more compute and more data.
– is not "just around the corner". It will take a while.
– is not an -
Meta-FAIR’s Open Source Leadership Among AI Research Labs
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Meta-FAIR's positive stance on open source is singular among industry research labs.
But it's not rare among AI researchers, including at Deepmind.
Interestinresnta number of folks in the DeepMind leadership are former students of mine, including @clmt
, @koraykv
, @RaiaHadsell
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OpenAI’s Shift Away From Research Organization Model
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This is true of every single research organization.
The problem is that OpenAI moved away from being a research organization. -
Research Stability: Essential for Long-Term AI Development
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Research strives on stability.
When your horizon is 3, 5, or 10 years, you need stability.
There are very, very few stable and sustainable models for research.
I'm talking about research, not product development. -
Battery storage capacity limitations and scalability challenges
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Battery storage doesn't scale to the required capacity.
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Economic Constraints Limit Impossible Technological Advances
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Impossible. That's limited by economics.
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AI Solutions for Hydrogen Energy Storage and Distribution
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The only problem is to store the energy and ship it where it's needed.
Storing the energy is probably best down by separating hydrogen from water.
Perhaps AI can help with that. -
Chinese companies develop homegrown LLMs with original ideas
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Vinod, Chinese companies are very much on top of it already.
Many have already developed their own home-grown LLMs from scratch.
They're not far behind and they have some original ideas that could actually be useful to the rest of the world.
They don't want to "steal" Western -
Solar Panel Energy Production: Annual Output Per Square Meter
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You're a physicist, right?
Typical solar panels will produce 2e5Wh per year per square meter.
The total energy consumed is be