Blog – Page 6063

Deepmind has just publically released their GPT-3 competitor called Gopher AI which is able to outcompete GPT by almost 10 times at a much better efficiency level. DeepMind said that larger models are more likely to generate toxic responses when provided with toxic prompts. They can also more accurately classify toxicity. The model scale does not significantly improve results for areas like logical reasoning and common-sense tasks. The research team found out that the capabilities of Gopher exceed existing language models for a number of key tasks. This includes the Massive Multitask Language Understanding benchmark, where Gopher demonstrates a significant advancement towards human expert performance over prior work.
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TIMESTAMPS:
00:00 Deepmind’s Road to Human Intelligence.
02:09 The Dangers of Deepmind’s AI
04:46 How Gopher AI works.
06:17 How this AI could be used.
08:17 Last Words.
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#ai #deepmind #futurism

Transformers and multi-modal learning were two of the hot topics at this year’s annual A.I. research confab.

Economist Daniel Kahneman on why the human brain makes avoidable mistakes when solving problems.

That was a key takeaway from a conversation between economist Daniel Kahneman and MIT professor of brain and cognitive science Josh Tenenbaum at the Conference on Neural Information Processing Systems (NeurIPS) recently. The pair spoke during the virtual event about the shortcomings of humans and what we can learn from them while building A.I.

Kahneman, a Nobel Prize winner in economic sciences and the author of Thinking, Fast and Slow, noted an instance in which humans use judgment heuristics—shortcuts, essentially—to answer questions they don’t know the answer to. In the example, people are given a small amount of information about a student: She’s about to graduate, and she was reading fluently when she was 4 years old. From that, they’re asked to estimate her grade point average.

Using this information, many people will estimate the student’s GPA to be 3.7 or 3.8. To arrive there, Kahneman explained, they assign her a percentile on the intelligence scale—usually very high, given what they know about her reading ability at a young age. Then they assign her a GPA in what they estimate to be the corresponding percentile.