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"Building Machines That Learn and Think Like People", 7 years later - Vimarsana News

"Building Machines That Learn and Think Like People", 7 years later

In the post about GPT-4V, I mentioned the paper “Building Machines That Learn and Think Like People” (https://arxiv.org/abs/1604.00289) by Brenden Lake, Tomer Ullman, Joshua Tenenbaum, and Samuel Gershman. In that seminal paper the authors suggested that truly human-like learning and thinking machines will have to reach beyond current engineering trends in both what they learn, and how they learn it.

We know remarkably little about how AI language models work - Vimarsana News

We know remarkably little about how AI language models work

Plus: Google DeepMind's watermark.

Large language models aren't people. Let's stop testing them like they were. - Vimarsana News

Large language models aren't people. Let's stop testing them like they were.

When Taylor Webb played around with GPT-3 in early 2022, he was blown away by what OpenAI’s large language model appeared to be able to do. Here was a neural network trained only to predict the next word in a block of text—a jumped-up autocomplete. And yet it gave correct answers to many of the…

ChatGPT and LLMs killed the Turing test. What's next for probes of machine intelligence? - Vimarsana News

ChatGPT and LLMs killed the Turing test. What's next for probes of machine intelligence?

Large language models mimic human chatter, but scientists disagree on their ability to reason. Large language models mimic human chatter, but scientists disagree on their ability to reason.

Source: nature.com
Images in the Mind's Eye Are Quick Sketches That Lack Simple, Real-World Details - Vimarsana News

Images in the Mind's Eye Are Quick Sketches That Lack Simple, Real-World Details

Pictures conjured by the mind’s eye lack detail, despite how vividly you picture them