Category: Assistive Technologies

“LLM wrapper programs” cannot do perfect mathematics” unless they use exact compiled algorithms

If you are doing it, then calculate the cost for just over 5 Billion humans using the Internet to have access to ALL mathematics. And you should quickly find that LLM statistical indexing in grossly inefficient, at that scale, compared to storing symbolic mathematics, its operations, and very very precise answers as data. ChatGPT always
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ResearchGate seems to have no archives or way for members to work together

At https://www.researchgate.net/profile/H-Neidig you have a few paper by H A Neidig.  His full name is Howard Anthony Neidig.  If you search for him https://www.google.com/search?q=Howard+Anthony+(Tony)+Neidig you find he attended Lebanon Valley College in Pennsylvania and was an early advocate for the Chemical Bond Approach effort that seems to have been stimulated by John F Kennedy’s “moon
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Do not trust company announcements related to the abilities and impact of their “AI” products.

Amazon Web Services @awscloud Amazon Bedrock fuels ARIA’s capabilities. This #generativeAI virtual assistant from @BrainBoxAi reduces energy use by up to 25% & cuts carbon emissions by 40%. Learn more: https://go.aws/3UcFixR #AWS #EarthDay  Replying to @awscloud and @BrainBoxAi   A creative human used that tool, focused the discussion, kept the “AI” on track and helped
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Sites, knowledge, and topics are taken over by a few, and the world suffers

Be careful to distinguish “true intelligent algorithms” that can be verified, from the many current hand written and human maintained “LLM shell” programs of groups wrapping LLM generated sentences. These are NOT true AIs by any means, and probably should not be called “AIs” at all. They are statistical sentence generators, and are severely limited
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We do not need 8.1 Billion ways of writing down the sounds we make and encoding those in symbols.

We do not need 8.1 Billion ways of writing down the sounds we make and encoding those in symbols. Sounds for words, symbols for sounds, a chaos of spellings and fonts. LLM groups choosing arbitrary local tokenizations and not using a finite set of global open tokens – with the cooperation, involvement, agreement and benefit
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A common voice for a heliospheric species means all humans can speak a universal language that tokenizes into a small set of global open acoustic elements

https://twitter.com/RichardKCollin2/status/1780689819531624523 It is NOT impossible. Can anyone help distill a common voice for a heliospheric Internet for 20 Billion humans and AIs? Audacity recordings of Google Translate voice of “girl boy tree sand sky house bird grass water wind” clipped to Paint to twitter(X). (@elonmusk)   One small set of tokens for ALL phonemes and
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Python notebooks will not be acceptable until Python is supported in global open browsers

Journal of Fluid Mechanics @JFluidMech Read the latest #openaccess #JFMNotebooks article in @JFluidMech: “Evidence for layered anisotropic stratified turbulence in a freely evolving horizontal shear flow” by Samuel F. Lewin and JFM E-i-C Colm-cille Caulfield 📚 https://cup.org/3U5zlnU #JFM #OA https://pic.twitter.com/49i1kqueF9 Replying to @JFluidMech https://twitter.com/JFluidMech/status/1780280201173139553 This is a step in the right direction. At least the
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All “exact” models have to live in the real world, even Rapunzel had supplies and an early form of Internet

Physical Review Letters @PhysRevLett An exact full set of matrix product states of highly degenerate tricritical Lifshitz points in the quantum spin model with anisotropic interactions has been discovered https://go.aps.org/3Q3Pxna https://pic.twitter.com/w22Em2B3EZ Replying to @PhysRevLett It only looks simple because you use simple potentials with no real world inputs. In the real world, every tiny cubic
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