Author: Richard K Collins

Director, The Internet Foundation Studying formation and optimized collaboration of global communities. Applying the Internet to solve global problems and build sustainable communities. Internet policies, standards and best practices.

What humans use is a good starting point for AIs to learn to become human and do human jobs with human values and deep understanding

Fred Miskawi @FMiskawi  There is an easy fix: agentic behavior that combines native LM capabilities with CoT and calls to procedural languages programs handling hard calculations or other specialized tasks. We use scientific calculators, why can’t the models do it as well? There is no rule that says ALL Replying to @FMiskawi and @yuntiandeng What
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With CoPilot electromagnetic control of chemical pathways, gravitational energy density, Dr Jaime Ramirez-Serrano

With CoPilot electromagnetic control of chemical pathways, gravitational energy density, Dr Jaime Ramirez-Serrano I was talking with Microsoft Copilot about electromagnetically manipulating the electron and magnetic currents in the metabolic pathways of living humans. We were going over anerobic pathways with Moon, Mars and space in mind. I told Copilot my brother was completely paralyzed
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@elonmusk Shame on you for letting your Grok people do such sloppy and thoughtless work.

@elonmusk Shame on you for letting your Grok people do such sloppy and thoughtless work.   Look on the right side of your Twitter(X) page and there is “Explore … Beta” that is a closed hidden Grok effort. They do not label it “AI Generated, be careful”. And there is no Feedback, Suggest, Like. There
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Can we AI users all have a say in how all AIs behave? To require courteous professional service from all AIs?

Can we AI users all have a say in how all AIs behave? To require courteous professional service from all AIs? Go to https://copilot.microsoft.com/ and enter **Is this bold?**   It does not come out bold. Copilot can use and display “MarkDown” but humans are restricted to plain text. I asked if it can export
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AIs are not good calculators because their companies refuse to provide them calculators and computers and tools that humans use.

AIs are not good calculators because their companies refuse to provide them calculators and computers and tools that humans use. @EnyanZhang I think an easy solution is to train the AIs to use human tools like programming languages, validated computer models, online tools, desktops. The lossy statistical basis and the really bad input data and
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All AIs fail consistently on scientific notation, unit conversions, anything not on the free Internet

https://x.com/yuntiandeng/status/1836114401213989366 Yuntian Deng @yuntiandeng  Is OpenAI’s o1 a good calculator? We tested it on up to 20×20 multiplication—o1 solves up to 9×9 multiplication with decent accuracy, while gpt-4o struggles beyond 4×4. For context, this task is solvable by a small LM using implicit CoT with stepwise internalization. 1/4 https://pic.x.com/et5db9bhnl Replying to @yuntiandeng All AIs fail
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Human health requires all human efforts and effects be shared openly, but “all humans” have no voice or say

A video at https://www.youtube.com/watch?v=c5DxfxekDGk Axial: Scientist Stories: Shinya Yamanaka, Cell reprogramming and Pioneering Induced Pluripotent Stem Cells My Comment:  Human health requires all human efforts and effects be shared openly, but “all humans” have no voice or say I have studied why promises of this scale get delayed for decades – “fusion”, “climate change”, “cancer”,
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A video of a study of a design based on words describing studies of behaviors

A video at https://www.facebook.com/reel/1042527963950470 My Comment: A video of a study of a design based on words describing studies of behaviors That is how bad mathematics visual interface is. When you have tools for mathematics that actually do something, it is MORE powerful and immersive than any video game, any movie, any chat. For the
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Compression is a wonderful tool if you add chemistry and machine learning and intelligence

My comments on a video at : https://www.facebook.com/reel/1221361615531213 Compression is a wonderful tool if you add chemistry and machine learning and intelligence I think I would try adding vibration to help it compress faster and more. Record those compression sounds and use (FFT and counts) machine learning to optimize. And I would try cactus, hemp,
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Is there a global library of these mechanisms in open format that can be converted into real devices?

Is there a global library of these mechanism in open format that can be converted into real devices? The Video:  https://www.facebook.com/reel/1404732473547334 My Comment: I see this and think: That converts rotary to linear (vibrational) motion. And it can convert it back,maybe. But there must by thousands of ways to do it mechanically and this is
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