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Download Telegram
this is where i post from
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it is possible to recreate this in firefox with Automa if you have spare half an hour
okay, this took me 2-3 hours but still here we go (this script can send images, text or links to telegram from browser):
0. install automa
1. get your chat_id with @getmyid_bot
2. create your bot with @botfather and get bot token
3. load automa json file (listed below)
4. edit "Insert data / Credentials"
5. paste you id to chat_id variable and bot token to bot_token variable
6. type "/start" to your's bot chat
7. try rightclicking images, selected text or links and select "Run Automata workflow" > "Send to Telegram"

if you got any questions - post them in coments
Smooth manifold
Information theory: A foundation for complexity science

Abstract:

Modeling and inference are central to most areas of science
and especially to evolving and complex systems. Critically,
the information we have is often uncertain and insufficient,
resulting in an underdetermined inference problem; multi-
ple inferences, models, and theories are consistent with
available information. Information theory (in particular, the
maximum information entropy formalism) provides a way
to deal with such complexity. It has been applied to numer-
ous problems, within and across many disciplines, over the
last few decades. In this perspective, we review the histori-
cal development of this procedure, provide an overview of
the many applications of maximum entropy and its exten-
sions to complex systems, and discuss in more detail some
recent advances in constructing comprehensive theory
based on this inference procedure. We also discuss efforts
at the frontier of information-theoretic inference: applica-
tion to complex dynamic systems with time-varying con-
straints, such as highly disturbed ecosystems or rapidly
changing economies.
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Forwarded from Crow's nest
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Forwarded from Axis of Ordinary
"…if we can generate unlimited training data for coding in particular, this suggests that *future language models will be far better at coding than anything else.*"

https://threadreaderapp.com/thread/1558347542101839873.html