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Do standard tests (like I.Q.) lie about how smart you really are? Do they show what you can really achieve? In this paradigm-shifting talk, UPenn psychologist Scott Barry Kaufman presents a new theory of human intelligence.

Scott Barry Kaufman is deeply interested in using psychological science to help everyone– all kinds of minds— live a creative, fulfilling, and meaningful life. A main takeaway from his work is that everyone is capable of creativity, the key is finding the thing that will let them shine the most.

Scott is the Scientific Director of the Imagination Institute and conducts research in the Positive Psychology Center at the University of Pennsylvania. His writing has appeared in The Atlantic, Scientific American, Psychology Today, and Harvard Business Review. His latest book is Wired to Create: Unraveling the Mysteries of the Creative Mind.

This talk was given at a TEDx event using the TED conference format but independently organized by a local community.

What movie do these emojis describe?

That prompt was one of 204 tasks chosen last year to test the ability of various large language models (LLMs) — the computational engines behind AI chatbots such as ChatGPT. The simplest LLMs produced surreal responses. “The movie is a movie about a man who is a man who is a man,” one began. Medium-complexity models came closer, guessing The Emoji Movie. But the most complex model nailed it in one guess: Finding Nemo.

The physicists Alain Aspect, John Clauser and Anton Zeilinger have won the 2022 Nobel Prize in Physics for experiments that proved the profoundly strange quantum nature of reality. Their experiments collectively established the existence of a bizarre quantum phenomenon known as entanglement, where two widely separated particles appear to share information despite having no conceivable way of communicating.

Entanglement lay at the heart of a fiery clash in the 1930s between physics titans Albert Einstein on the one hand and Niels Bohr and Erwin Schrödinger on the other about how the universe operates at a fundamental level. Einstein believed all aspects of reality should have a concrete and fully knowable existence. All objects — from the moon to a photon of light — should have precisely defined properties that can be discovered through measurement. Bohr, Schrödinger and other proponents of the nascent quantum mechanics, however, were finding that reality appeared to be fundamentally uncertain; a particle does not possess certain properties until the moment of measurement.

Entanglement emerged as a decisive way to distinguish between these two possible versions of reality. The physicist John Bell proposed a decisive thought experiment that was later realized in various experimental forms by Aspect and Clauser. The work proved Schrödinger right. Quantum mechanics was the operating system of the universe.

Retrocausality is a theory in quantum science that reflects on how the future can affect the past. The future affecting the past sounds like something straight out of a sci-fi film (and it’s been in a few of these, too), but it’s also an actual theory based on quantum physics, and more scientists are starting to buy into it.

ST… PAUL, Minn. (AP) — Minnesota regulators said Thursday they’re monitoring the cleanup of a leak of 400,000 gallons of radioactive water from Xcel Energy’s Monticello nuclear power plant, and the company said there’s no danger to the public.

“Xcel Energy took swift action to contain the leak to the plant site, which poses no health and safety risk to the local community or the environment,” the Minneapolis-based utility said in a statement.

While Xcel reported the leak of water containing tritium to state and federal authorities in late November, the spill had not been made public before Thursday. State officials said they waited to get more information before going public with it.