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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Climate Models Survey answers

I was simply checking to see how accessible and clear the data and methods, the sources and provenance of the information. If things are broken, or if they are difficult, to impossible, to access. I was checking to see if the pages were accessible to 350 Million blind or restricted vision, 450 Million deaf, millions
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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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Moving Symbol sets, global open methods

Eric Brachmann @eric_brachmann Map-relative Pose Regression CVPR2024 highlight) For years absolute pose regression did not work. There was some success by massively synthesising scene-specific data. We train scene-agnostic APR and it works. Paper: https://arxiv.org/abs/2404.09884 Page: https://nianticlabs.github.io/marepo https://pic.twitter.com/uLNMFMQ42L Replying to @eric_brachmann There ought to be a concise moving symbol set to describe precisely this algorithm, not
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File your ideas where they belong in the digital twin of the future. The Internet is a map of the past, present and future.

Internet Foundation Suggestion: File your future policy suggestions with emerging digital twins on the Internet. If you are working in vacuum processing and worried about pollution of the vacuum in new cities on the Moon or orbit, do NOT stuff your ideas in impossible-to-find folders and documents. Link them now directly to the emerging industries.
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