A joint research team from the City University of Hong Kong (CityU) and collaborators recently developed a stable artificial photocatalytic system that is more efficient than natural photosynthesis.
Photosynthesis is how plants and some microorganisms use sunlight to synthesize carbohydrates from carbon dioxide and water.
On the twelfth challenge: Suppose that in the next decade or two, we meet all the engineering challenges in a single system. Will we then have a conscious AI systems? Not everyone will agree that we do. But if someone disagrees, we can ask once again: what is the X that is missing? And could that X be built into an AI system?
My conclusion is that within the next decade, even if we don’t have human-level artificial general intelligence, we may well have systems that are serious candidates for consciousness. There are many challenges on the path to consciousness in machine learning systems, but meeting those challenges yields a possible research program toward conscious AI.
I’ll finish by reiterating the ethical challenge.4 I’m not asserting that we should pursue this research program. If you think conscious AI is desirable, the program can serve as a sort of roadmap for getting there. If you think conscious AI is something to avoid, then the program can highlight paths that are best avoided. I’d be especially cautious about creating agent models. That said, I think it’s likely that researchers will pursue many of the elements of this research program, whether or not they think of this as pursuing AI consciousness. It could be a disaster to stumble upon AI consciousness unknowingly and unreflectively. So I hope that making these possible paths explicit at least helps us to think about conscious AI reflectively and to handle these issues with care.
HBP researchers from Germany performed detailed cytoarchitectonic mapping of distinct areas in a human cortical region called frontal operculum and, using connectivity modelling, linked the areas to a variety of different functions including sexual sensation, muscle coordination as well as music and language processing.
The study contributes to the further unravelling of the relationship of the human brain’s structure with function, and is the first proof-of-concept of structural and functional connectivity analysis of the frontal operculum. The newly identified cytoarchitectonic areas have been made publicly available as part of the Julich-Brain Atlas on the EBRAINS platform, inviting for future research to further characterise this brain region.
Based on cell-body stained histological sections in ten postmortem brains (five females and five males), HBP researchers from Heinrich Heine University Düsseldorf and Research Centre Jülich identified three new areas in the frontal operculum: Op5, Op6 and Op7. Each of these areas had a distinct cytoarchitecture. Connectivity modelling showed that each area could be ascribed a distinct functional role.
Deep space is a hostile environment for humans, which makes the long journey to Mars a serious stumbling block for manned missions. A nuclear-powered rocket could slash the journey time, and NASA has announced plans to test the technology by 2027 at the latest.
Most spacecraft to date have used chemical rockets packed with fuel and oxidizer, which rely on combustion to propel them through space. A nuclear-powered rocket would instead use a fission reactor to heat liquid hydrogen to very high temperatures and then blast it out the back of the spacecraft.
These kinds of engines could be up to three times more efficient than those in conventional rockets, and could cut the time to transit from Earth to Mars from roughly seven months to as little as six weeks. NASA has teamed up with DARPA to make the idea a reality, signing a deal with defense contractor Lockheed Martin to launch a working prototype into space as early as 2025.
When Albert Einstein famously said “God does not play dice with the universe” he wasn’t objecting to the idea that randomness exists in our everyday lives.
What he didn’t like was the idea that randomness is so essential to the laws of physics, that even with the most precise measurements and carefully controlled experiments there would always be some level at which the outcome is effectively an educated guess. He believed there was another option.
Continue reading “Quantum 101 Episode 6: Quantum Probability Explained” »
Nisa and her colleagues began collecting data in 2015. In 2021, the team had accrued enough data to start examining the sun’s gamma rays with sufficient scrutiny.
“After looking at six years’ worth of data, out popped this excess of gamma rays,” Nisa said. “When we first saw it, we were like, ‘We definitely messed this up. The sun cannot be this bright at these energies.’”
The sun gives off a lot of light spanning a range of energies, but some energies are more abundant than others.
Empirical applications of the free-energy principle entail a commitment to a particular process theory. Here, the authors reverse engineered generative models from neural responses of in vitro networks and demonstrated that the free-energy principle could predict how neural networks reorganized in response to external stimulation.
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Blog post with audio player, show notes, and transcript: https://www.preposterousuniverse.com/podcast/2023/08/07/ama-august-2023/
Welcome to the August 2023 Ask Me Anything episode of Mindscape! These monthly excursions are funded by Patreon supporters (who are also the ones asking the questions). We take questions asked by Patreons, whittle them down to a more manageable number — based primarily on whether I have anything interesting to say about them, not whether the questions themselves are good — and sometimes group them together if they are about a similar topic. Enjoy!
Continue reading “Mindscape Ask Me Anything, Sean Carroll | August 2023” »
The Universe we live in is a transparent one, where light from stars and galaxies shines bright against a clear, dark backdrop.
But this wasn’t always the case – in its early years, the Universe was filled with a fog of hydrogen atoms that obscured light from the earliest stars and galaxies.
Continue reading “Astronomers Confirm The Faintest Galaxy in The Known Universe” »
