Author: Richard K Collins

The Internet Foundation Internet policies, global issues, global open lossless data, global open collaboration

Keep learning streams complex enough to avoid boring the learning algorithms

Alpha Alimamy Kamara @alpha_alimamy Graph Neural Networks as gradient flows by @mmbronstein in @TDataScience https://towardsdatascience.com/graph-neural-networks-as-gradient-flows-4dae41fb2e8a?source=social.tw Replying to @alpha_alimamy @mmbronstein and @TDataScience If you expose your neural nets to continuously increasingly complex streams, it will not get bored and fall into simple patterns. It is not the algorithm that gets lazy, it is the input that
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To be universal, some things need to be independent of the simulation playback rate.

Laboratory for Social Minds @LaboratoryMinds  How does, like, information, flow in conversation? How do, uh, speakers and listeners, like, cope? We use LLMs and CANDOR to measure the information rate of human speech (just 13 bits/second!), and how disfluencies and backchannels help us manage it. https://arxiv.org/abs/2403.08890 Replying to @LaboratoryMinds Then you should be able to
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Universal Positioning System can use gravitational electromagnetic 3D volumetric recordings

https://www.cambridge.org/core/journals/international-journal-of-astrobiology/article/pulsar-positioning-system-a-quest-for-evidence-of-extraterrestrial-engineering/E4CCF6D8F46B4B64F7AB99972C30903E Found this paper looking at neutron/quark/gluon star interiors and gravitational waves. But the idea that civilizations might be detected by their use of unique signatures embedded in their communication struck me as useful. “Earth’s sun” is not a sequence of text characters but a unique all possible frequencies large data signature of the mass
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Maritime wars might need AI assisted, whole battlefield and near field, 3D real time imaging, and distributed multispectral arrays.

Anders Puck Nielsen: Why are maritime drones so hard to beat? at https://www.youtube.com/watch?v=QX68_FZl8UE Thanks for explaining why active electromagnetic radar based systems are so vulnerable. There are many passive, time of flight, correlating imaging array methods now. That is a mouthful, but an emerging set of complementary technologies that might one day give your people
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Automating design and fabrication of tools for specific kinds of 3D expression

Thomas Sandladerer: Made with Layers: I bought the cheapest 3D printer on AliExpress! at https://www.youtube.com/watch?v=ikjOEaPY6Rk I was amazed you got it assembled and working. Getting rid of the screen is a good idea, and they are closer to essential operating steps. If you got some wood or aluminum you could hot glue some rigidity. It
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Famine is fixable. So is climate change. It needs an open, fair world or no one will have an incentive to help

PNASNews @PNASNews  As temperatures rise, which regions will experience the most severe effects of #drought, #flood, and stifling #heat? Explore these #interactive global maps for insightful projections: https://ow.ly/gBtM50QTvOi #wetbulb #ParisAgrement #IPCC #ImpactAttribution #ClimateChange https://pic.twitter.com/ZwjvzK7nwM Replying to @PNASNews Suggest you work out the economic value to local people and to the global economy of greening all
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OnSemi and others who are part of ( “machine vision” OR “machine learning” )

https://www.onsemi.com I was just looking for a datasheet for the AR0522. I was on Digikey looking to buy it, and their “datasheet” is only a summary. I wanted something that shows pins, interfaces and register level programming. I am looking at education on the Internet at all levels. One area where advances seem to be
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Colonizing Titan, Colonizing Deserts, Giving AIs to tens of millions to do trillions

Desting: Let Me Explain Why It Would Be Preferable To Colonize Titan Instead Of Mars at https://www.youtube.com/watch?v=_InuOf8u7e4 The deserts on Earth are a lot closer; would benefit humans and related DNA species immediately. And, planet Earth in the long run. People are planting billions of trees, but still not in a sustainable manner. You want
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Sensors and processors capable of learning, remembering and sharing globally – “eyes for AIs”, moles of pixels

Lucy, I was just going over the potential impact of having memory and algorithms integrated directly with different kinds of sensors, where the whole is responsive to the needs of global society and all individuals – both human and true AIs. I expect picoMeter capabilities, it is just a matter of time. As the many
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