ZAG
so this is Ted's Zig Zag Data Structure
ZAG
so this is Ted's Zig Zag Data Structure
experimenting with this archived search page
singular
lifelong
kind of Life Box
Relating IndyLab to HyperPost
Seeding the Indy Learning Commons
The Hugging Bay

Ivo Velitchkov 2d
the hugging bay

"serendipity surface area"
nice
Autonomy on Lease
Jun 20 • Ivo Velitchkov
Regulation is just one way to regulate
Jun 4 • Ivo Velitchkov
Cohesion Spectrum v.2
Zones and Trajectories on the Autonomy Plane May 3 • Ivo Velitchkov and John Grant
People, Ideas, and QuotesYet Another Serendipity Practice
💻/thinkpad/🧊/me/📓/2026/7/0/9/do/archive/linkandth.ink/archive/-/sort=new

💻/thinkpad/🧊/me/📓/2026/7/0/9/♖/hyperpost/🌐/🎭
http://bafybeif7fpo4ebautwve33dsurevivxrqzj7wr5b3oo4j5ikpt7yju3vee.ipfs.localhost:8080/
getting close to complete interplay-ability between MindPlex editor and Peergos CK Editor
But now that IPFS can do its job The CK Editor can be added to the IPFS powered IndyWeb
paving the way with seamless interPlayⁿ - c.f. https://hypothes.is/search?q=playn Between IndyWikiPad IndyWebCKEditor and Peergos Custom App CK Editor
💻/thinkpad/🧊/me/📓/2026/7/0/9/do/how/to/
explorimenting.with-indy0pad@IPNS
x
v0.49.1

combining global authoritative perspective
combining global authoritative perspective with their own organisational knowledge, yielding high-value, locally contextualised answers and insights.
💻/thinkpad/🧊/me/📓/2026/7/0/4
safe.to.end~antimalware.system.executable~search%40google

personal knowledge bases
what a misnomer
should be
blazing personal learning trails as local-first interpersonal InterPlanetary MEMEX HyperPlexes within across interest based TopicQuestPlex Maps that are the territoires explored
doing the job Organizing the Net's Frontier as Indy (Mutual} Learning Commons
The human's job
is to curate sources, direct the analysis, ask good questions, and think about what it all means. The LLM's job is everything else.
The wiki stays maintained because the cost of maintenance is near zero
for-IndyWiki~value.proposition-zero.maintenance
the maintenance burden grows faster than the value.
IndyWikiWeb addresses that issue
.for-IndyWiki~value.proposition
💻/asus/🧊/me/📓/2026/7/0/3/search/mutual.learning-NoraBateson/@/brave
https://bafybeichsvnqwffl72sqz4wv2lkstexe7xnigdqgh36q3ypu4r7zutkqki.ipfs.inbrowser.link/search/mutual.learning-NoraBateson/%40/brave/mutual.learning-NoraBateson~search%40brave.html
https://bafybeigdeq3ojv6j7tjphpinmfjhap6gfvt2n7nupjirl55tnkfobk7cwq.ipfs.dweb.link
💻/thinkpad/🧊/me/📓/2026/7/0/3
[All.you.need.is.links~by-Gordon.Brander](https://bafybeigvwx5o454ty33nvzo2gwlc3euzp2dfh4qz4gustgo3tejypqel24.ipfs.dweb.link?filename=All.you.need.is.links~by-Gordon.Brander.html[(https://bafybeigvwx5o454ty33nvzo2gwlc3euzp2dfh4qz4gustgo3tejypqel24.ipfs.dweb.link?filename=All.you.need.is.links~by-Gordon.Brander.html)
a quest to find “fundamental laws” which can generate a desired system
laws generating desired system
💻/thinkpad/🧊/me/📓/2026/7/0/3/do/check-peergos.storage.usage The answer is click on the Peergos Icon on the top righ

PeerSuite.Space ~ Github openconstruct

openconstruct / Peersuite
x
Note that your existing clips saved in your "Your Clips" library may still be viewable,
![]()
YouTube has officially discontinued the Clip feature for general users as of mid-2026, which is why the scissor icon is no longer visible on videos.
💻/asus/🧊/me/📓/2026/7/0/2/ search/no-clip.icon.youtube/
/💻/asus/🧊/me/📓/2026/7/0/2/ search/how.create-youtube.clips/
reveals only what you choose.

💻/thinkpad/🧊/me/📓/2026/7/0/1/
deep.work-healthy-minds.redefining.productivity@linkedIn
https://bafybeia7ysd5uihjzdjizpbzxopm7chx3qzdfjgg2ab64hdyrmnep6cv6m.ipfs.dweb.link?filename=deep.work-healthy-minds.redefining.productivity%40linkedIn.html
Basic Forms of Knowledge Creation.
Once we read it, we can turn it into things that work
write to think
and make IT work
as we write and think and write IT
Software as a symmathetic conversation
after all Software itself is a symmathetic conversation
self-creating self-improving univesal system
different operating system for user flows
operating systems
These here words in our text boxes,
These here words in our text boxes, is a user flow. It’s social cognition turned transcript. It’s a thing. It’s the thing. Our own unique thing and our gathering thing, brought together. Lot’s of this already exists, is already extensively fieldtested. Social cognition, in addition to coordinating ourselves in networks, is also how we bring all these seemingly disparate processes together. All together now. Users. Cold Turkey. New Flows.
coordinating ourselves
and
Autopiesys
Universal System self improving
user flows, augmented, can be leveraged and turned into a great many uses
leveraged and turned into many uses -
here very text, thread, is already an instantiation of augmented social cognition.
augmenting human intent & interintellect
scaling coherence
for expanding human potential
all dear to me!
x
coordinate our movement through all of the above outlined steps, *is* social cognition.
Content Transmogrifier
generative sequnce
better still
we need context mogrifier implciate order rendered visible
or rahter conPlex (intertwingulairyt of named butual high resolution named connection forming rich associative conplexes
MEMEpleXes
look at this thread and sit with it for a while
look at it and sit with it
stumble upon fellow stumblerers
Now and then, at serendipituous junctures along our adventures, we stumble upon fellow stumblerers.
Model
I have a dissenting revisionist perpsective around the very concept of a model
the focus is not simply on
creating images such that the necessary consequnces of our images are the necessary consequence of the things pictured
We need to bring intentionality
and intelligence in the sense of maximising future choices into the picture
take the long view
even if we cannot have a model for the complexities we are faced with
all taking responsibility
planet, people, play
add - permanence - personal - planetary
and put infront inter
augmenting human interintellect
in the process
desire lines
desire paths
reality does not equal “problem space”
??
incoherence of these times
“It will take great care to - find our way through the trauma - the incoherence of these times is unleashing.
To learn to perceive aspects of life - previously unnoticed, and
to respond to - the interdepencies - that have been overlooked
is to play with - expressing things - that have been unspoken, and to
live in ways - we have not lived before.
Being more. Becoming more, for me, is - reaching into possibilities of - sensitivity to find unconsidered contexts and
begin considering them in their complexity.”
The language
The language
is the UI and
the conversations that - mind and matter - is the UX.
discover, develop, deploy
before 1 can do that need to
get the IT right at last
then 1 can
get IT right first time
similar to snap-to-grid: it will fit.
symmathesy, warm data and vitae
terma
💻/thinkpad/🧊/me/📓/2026/6/2/4
Teleshuttle ucm.teleshuttle.com › 2018 › 11 › as-we-will-think-legacy-of-ted-nelson.html Smartly Intertwingled: "As We Will Think" -- The Legacy of Ted Nelson, Original Visionary of the Web Why Nelson matters A fuller explanation of why Nelson matters is in my post from a few years ago, Digital Camelot - The Once and Future Web of Engelbart and Nelson, but here I
AI Isn’t Replacing Developers. It’s Doing Something Worse.The replacement narrative is loud. The quiet one is already happening.

De2do Permissionless Decentralised Collaboration Founding the DeCol Economy v0.5.4 [2026-04-09 11:34:48 AM]
De2Do
decentRalizedd ToDo
orbitdb
Is Worse Better? - Worse is Better by Richard P. Gabriel
messy
💻/asus/🧊/me/📓/2026/6/2/4
“I don’t prompt Claude anymore. I write loops, the loops do the work.“Stacking loops is a good frame.

personal pinning nodes or full OrbitDB pinning networks can help out.
personal pinning nodes
P2Pass - peer-to-peer identities, passkeys and ucans
p2p identities passkey ucans
create truly decentralized applications that work entirely in the browser.
browser native
decentralized, local-first, peer-to-peer todo application built with libp2p, IPFS, and OrbitDB
orbitdborbitdb
Doug’s 1962 Framework: Augmenting Human Intellect | Gardner Campbell | Engelbart Symposium
!4 - Gardner Campbell - Doug 50
/💻/asus/🧊/me/📓/2026/6/2/3/InternetComputerProtocol/~/search/brave/"internet%20computer%20protocol"
💻/asus/🧊/me/📓/2026/6/2/3/3/groves/PSDR/Property SetDefinitionRequirements-PSDR
terma etymology
e ISO specification does a good job of documenting it.
see spec
Graph Representation Of property ValuEs
GROVE
An Unofficial Introduction To Groves
Goves
Markdown with frontmatter
Yes in deed Markdown with Front Matter
Structured minimal HTML used as a data exchange format + fron matter
explicitly named and interpreted properties of the document
so meta0information is part of the document
knowledge management
It has never been about Knowledge
But Human Mutual Learning thorugh conversations
to the point that Software itself is but a symathetic conversations
but process know how as well
b
bridge the boundary between computers (code) and humans (vibes).
all these formats have 3 advantges 1. they are easy to parse, so structure can be exploiied and shaped 2. easy to capture express stucture 3. As a consequence easy to interpret, morph
IndyWiki's Universal Intentionally Transparent morphic notation with implicate presentation
is a combination of a limited set of HTML
This is a direct analogy/correspondence with the essence of LISP
means of combinations
(function call with args) - rhemetic/atomic formulas combining trailmarks with operators
all that can be given a meta-circular definition
which is amenable to be interpreted by an approiately implemented processor in Javascript in the browser
These formats
These formats are unified with the Help of an intentional Mark-In notation that use HTML as a data exchange format
compatible with Mark Down
in fact it uses a subset of HTML such that in place any HTML on the Page that is creeated with the editor can be
turned and operated upon as Mark Down and converted to HTML or TrilMakrd HTML dot Page Format
complex section heierachies can be converted into networks of Dots named associative TrailMarked complexes,
with their own unique Locual Uniue Ids
that are transcludeable, includeable anywhere from anyshere
liminal space between vibes and code
This liminal space is precisely what **IndyWiki ** The - Omni Present - born Multiplayer - permanent - evergreen - Personal-first - local-first networked Wiki
is used to create as as a - Universal - Intentionally Transparent - MultPlayer Lively Page based - Hyper Document system where context is created with implicate intentional associatve complexes as context, we call ConPlexes, is created
a Multiplayer Networked Writing Tool
that is capable of wawing an Autnonmous, People centered Interest based social network owned and controlled by the participant of the network, untrackeable from the outsied, unstopable, uncensorable permanent omni persent born interplayable
netoworks conneting People, their written work and interest in to an emergent interconnected intervowen indranet.work spaces
http://bafybeigx2rk2bgma6jqxawfnrvdhambmqrbvvtwys5jsiq24zpb3cutpcy.ipfs.localhost:8080/%F0%9F%97%9D%EF%B8%8F/%F0%9F%A7%A9/key.pieces/agents.want.felxible.schema-by-Gordon.Brander
💻/thinkpad/🧊/me/📓/2026/6/🔑/🧩/key.pieces/agents.want.felxible.schema-by-Gordon.Brander
webui.ipfs.io.ipns.localhost/files/💻/thinkpad/🧊/me/📓/2026/6/🔑/🧩
💻/thinkpad/🧊/me/📓/2026/6/🗝%EF%B8%8F🧩%20key.pieces local.link-agents.want.felxible.schema-by-Gordon.Brander
/💻/thinkpad/🧊/me/📓/2026/6/2/2
Interpersonal computing refers to a computing paradigm focused on collaboration and group productivity
Personal First InterPersonal emergent interest based autonomous social networks
that play nicely with the existing web - built in personal archiving of all visited web pages of interest - autopoietic co-evolutionary tinkerable - where information is exchanged, - real time or - asynch, eventually consistently,<br /> in conversational flows exclusively through trusted interpersonal, private channels - doing the job of organizing the Net's frontier
wfacilitating permanence and evergreen co-laboration and interplay between participants and lively tinkerable orphic aphorances
focused on individual productivity
that extends to establishing trust networks at any scale that facilitate colaboration with full mutual verifiable provenance, and recapitulable history
where participant in the network own theior contributions and share under their control and mutual enforeable agreements
Don’t Know What I Don’t Know
exactly
without users there’s no point in being stable.
chicken and eg
y having user data always stored and editable locally there’s no slow-down in the user experience waiting for network roundtrips
the fastest api call is the one you make to local host
data model
data model vs autonoietic open tinkerable omni optinal storage and communication infrastructre
“batteries-included” backend for apps that want to be local-first
Flip Backend
The Data is out there in a Virtual Inerplanetary Cloud
Shareded by their creator
and interconnected and flowing with full provenance and
recapitulable history
that works on all Human Scales
unenclosable, unstoppable, Open Peer-to-peer
Peer 2 hub
Hub 2 peer
Open Interplayable evergreen permanent
coevovling Autnonomus
my solution for writing local-first software
writing local-first software
Feature-First Development
Wow
Feature-first Development
Becomes Feature-Only = local-first
as all the infrastructural concerns are solved
in a minmal workable setting at all human collaboration scales
from: https://jackson.dev/tags/eidetica/
Frankly 128



The Mech Handbook
The Mech Handbook
nfiniteZero is open infrastructure for training AI as a public good
as a public good
nfiniteZero Foundation A trustless global AI commons. Data stays private and local. Built on Ethereum.
GitHubhttps://github.com › InfiniteZeroFoundationGitHubhttps://github.com › InfiniteZeroFoundation6 days ago — Artizen Fund — $100k raised ... This repository contains the DevNet setup and tooling for developers building on the InfiniteZero Network ...Read more
artizen funf
What is UX writing?

Focuses
UX Writing: Focuses entirely on the immediate, interactive experience of navigating software.
Medium ·Lisa Sanchez +2
Words are treated as
Design-Oriented: Words are treated as an integral part of the user interface (UI), working alongside visual elements to create a seamless experience
designed to inform
UX writing is designed to inform, assist, and eliminate user frustration.
"UX writing"
designed to inform
UX writing is designed to inform, assist, and eliminate user frustration.
from:
UX writing
UX.writing.search@brave
SoftwareIsaConversation~search@brave
sapience engine fed.wiki
https://bafybeichzkcut563owr3rr6ekz5tbf4kx33zotagcdboo4tz5s4ggejcpq.ipfs.inbrowser.link/?filename=reddit-Holochain%20vs%20the%20Internet%20Computer%20Protocol.html
https://bafybeichzkcut563owr3rr6ekz5tbf4kx33zotagcdboo4tz5s4ggejcpq.ipfs.dweb.link?filename=reddit-Holochain%20vs%20the%20Internet%20Computer%20Protocol.html
💻/thinkpad/🧊/me/📓/2026/6/1/9
http://bafybeichzkcut563owr3rr6ekz5tbf4kx33zotagcdboo4tz5s4ggejcpq.ipfs.localhost:8080/
https://dweb.link/ipfs/QmTAtmQM2anwPCePTHn4oz9DhaN1nkxJipxqeqZZe7iuUf
💻/thinkpad/🧊/me/📓/2026/6/1/9/dialogue-2.0 call-dialogue-2.0/2027-6-17


https://bafybeigkwmhetki7lx4ca6juyjepsquebihwuistzaggytrwcf2boxk4ca.ipfs.dweb.link?filename=dialogue-2.0-2026-06-17.png
/💻/thinkpad/🧊/me/📓/2026/6/1/9/SimonGrant'sHomeLinksPage
universal-connectivity-libp2p
💻/asus/🧊/me/📓/2026/6/7
https://bafybeiamcwp4mwntav7rnxpzv2d67h2i5ff6g27encxxosfrxsunwoid7u.ipfs.dweb.link?filename=offline%20first%20drive%20-%20Brave%20Search%20(17_06_2026%2012%EF%BC%9A48%EF%BC%9A38).html

💻/asus/🧊/me/📓/2026/6/1/4
https://bafybeihz6yyz5olvrrh54pai77uual756gc6u6opy7mvrqf56rsurkcr7y.ipfs.inbrowser.link/?filename=offline.first.drive%20~Brave.Search.html

Offline-first drive
the way it is with the cloud
how about virtual permanent cloud
local-first permanent first
💻/asus/🧊/me/📓/2026/6/1/4
https://bafybeihz6yyz5olvrrh54pai77uual756gc6u6opy7mvrqf56rsurkcr7y.ipfs.inbrowser.link/?filename=offline.first.drive%20~Brave.Search.html

💻/asus/🧊/me/📓/2026/6/7
where ‘/’ delineates name components in text representations
'/' name components
you can have other name composition rules with othr symbols
The key idea behind TrailMarks!
naming can thus evolve independently from the network.
naming can evolve independently of the network
NDN router
![]()
Content-Centric Networking (CCN), which Van Jacobson first publicly presented in 2006.
NDN
💻/asus/🧊/me/📓/2026/6/7
search~brave?nnamed+data+networking

💻/asus/🧊/me/📓/2026/6/7
About fully accessible cross-browser HTML5 media player.
cool
Flipboard's social websites consolidate profiles and posts ...Facebook · TechCrunch7 reactions · 1 month agoFacebook · TechCrunch7 reactions · 1 month agoThe Bluesky app also introduces people to how a social web on the AT Protocol will work. ... more users and more shared media, costs will go up.Read more.RiJqbb{font-family:Google Sans,Arial,sans-serif;font-weight:500}.YrbPuc{color:var(--IXoxUe);font-family:var(--LI4Bo);font-size:var(--Mhs7de);font-weight:var(--ofwUBc);line-height:var(--XWv1if)}.b7GjXe{flex:0 auto;display:flex;align-items:center;width:fit-content;overflow:hidden;line-height:16px;border-radius:9999px;pointer-events:none}@media (forced-colors:active){.b7GjXe{background:Canvas;outline:1px solid;outline-offset:-1px}}.b7GjXe span{overflow:hidden;white-space:nowrap;text-overflow:ellipsis}.b7GjXe.Af9bid{padding:0 8px;font-size:11px;letter-spacing:unset}.b7GjXe.AvolPe{background:var(--Lm570b);color:var(--YLNNHc)}.dTxz9{padding-right:38px}.H9lube{background-color:var(--XKMDxc);border:1px solid var(--mXZkqc);border-radius:50%;display:inline-flex;justify-content:center;align-items:center;height:26px;width:26px;margin-right:12px;flex-shrink:0;vertical-align:middle}.eqA2re.NjwKYd{margin-right:0}.kXlpWb .P1usbc{margin-bottom:0}.P1usbc{white-space:nowrap;margin:5px 0;line-height:1.5800000429153442;color:var(--IXoxUe);max-width:max-content}.G1Rrjc{padding-left:15px;vertical-align:baseline}.i4vd5e{display:table-cell}.VNLkW{vertical-align:top}.k6DEPe{width:100%}.VNLkW.Pr4Y6d{display:flex;white-space:normal}.Pr4Y6d .i4vd5e{display:flex;overflow:hidden;text-overflow:ellipsis;white-space:nowrap;width:100%}.Pr4Y6d .G1Rrjc{display:flex;flex-shrink:0}.ob9lvb{font-size:var(--gOs6Bf)}.ylgVCe{color:#4d5156}.eFM0qc{padding-bottom:2px;padding-top:1px;padding-left:2px;visibility:visible}.eFM0qc.BCF2pd{align-items:center;display:flex;margin-left:4px;padding:0}.ZGwO7{margin:0 2px 3px 2px}.ZGwO7.s4H5Cf{margin-bottom:0}
social websites flipboard
search
decentralized, independent “web” that will give users more control.. alan morrison
obtained this form exporting
alternative to
/💻/thinkpad/🧊/me/📓/2026/6/0/9/snarf
```
<iframe title="Libsyn Player" style="border: none" src="//html5-player.libsyn.com/embed/episode/id/22660217/height/90/theme/custom/thumbnail/yes/direction/forward/render-playlist/no/custom-color/393a37/" height="90" width="100%" scrolling="no" allowfullscreen webkitallowfullscreen mozallowfullscreen oallowfullscreen msallowfullscreen></iframe>```
https://adventofcomputing.libsyn.com/episode-79-zog-military-strength-hypertext
alternative ZOG,militaryStrentthHyperText@advent.of.computing
/💻/thinkpad/🧊/me/📓/2026/6/0/9/snarf
💻/asus/🧊/me/📓/2026/6/1/5
%20Major%20Problems%20related%20to%20Information%20Management.png)
Major Problems related to Information Management
x
difficulty stems from the complexity
The real source of the problem
is that Information, content is created by humans for human purposes.
So any concept of information and its management that does not take that into acount leads to deep difficulties
The desire to hoard information centrally was to begin with a necessity as the capacity to store and managed information could only be achieved by scarce machine resources and competencies to deal with the task
💻/asus/🧊/me/📓/2026/6/1/5
search-information.management.is.a"universal pronlem"@brave
dweb.archive-search-information.management.is.a"universal pronlem"@brave

💻/asus/🧊/me/📓/2026/6/1/5
inverted.drive.index~search@brave

should qualify further as
and utilize interplanetry URNs
indexing method that is used to store mappings from terms to the positions in a document or a set of
mappng term to posisions
Inverted Index & Full-Text Retrieval in OpenSearch -
queries are keyword-driven and data is append-heavy
SEM UTÓDJA, SEM BOLDOG ŐSE...
.
https://bafybeicm7yb62frl6lor3m5tmxisc2y3zlymim5b24krrnogkxfidjyqb4.ipfs.dweb.link?filename=SEM%20UT%C3%93DJA%2C%20SEM%20BOLDOG_%20%C5%90SE...%20-%20Ady%20Endre%20(14_06_2026%2011%EF%BC%9A18%EF%BC%9A24).html
💻/asus/🧊/me/📓/2026/6/1/4
https://bafybeichhyfspitcotqdge6oxxzb3widgz335p3brkqxecmugkp4vhgv3u.ipfs.dweb.link?filename=NEITHER%20HIS%20SUCCESSOR%20NOR%20HIS%20HAPPY%20ANCESTOR...%20-%20Endre%20Ady%20(14_06_2026%2011%EF%BC%9A14%EF%BC%9A54).html
/💻/asus/🧊/me/📓/2026/6/1/4
https://bafybeieiiw7e233o2zhizww4eqvzvxzedceefpcvoix34aenywf77yxg7a.ipfs.dweb.link?filename=MIH%C3%81LY%20BABITS%EF%BC%9A%20FROM%20THE%20BOOK%20OF%20DISSATISFACTION%20%E2%80%A2%20Posthumous%20writing%20by%20Ern%C5%91%20Osv%C3%A1t%20%EF%BD%9C%20West%201908-1941%20%EF%BD%9C%20Handbook%20(14_06_2026%2009%EF%BC%9A47%EF%BC%9A39).html
DISSATISFACTION
discontent
💻/asus/🧊/me/📓/2026/6/1/3/youtube.com grok-ai-ethiopean-bible-resurrection/
Elon Musk's Grok AI Was Asked About Jesus'Resurrection in the Ethiopian Bible—Its Answer Is Haunti

Layman is known for his philosophical work on the metaphysics of adjacency, analytic nonduality, coaxial developmental stage theories, neurological correlates of meditation, sacred naturalism, archaic futurism, many-one theology, embodied spirituality & emerging formulations of the human religious instinct suited to a post-postmodern civilization facing numerous accelerating and converging crises. And he has started referring to all his work as the Serious Playground.
metaphysics of adjacency

💻/asus/🧊/me/📓/2026/6/1/1/search-wikiweb~annotation.png



💻/asus/🧊/me/📓/2026/6/1/0/search/wikiweb/
dots/search-wikiweb/annotation/Hypothesis%20%2810_06_2026%2016:55:42%29.html
instance first integral meta-morphic-flow design - capturing and curating - emergent exploremencial - morphic-information transformations and - flow
carried out manually first
signposting steps that need to be replicated in javascript functions
Superscript Latin Small Letter N[1]
Playⁿ
Playⁿ
Conflict-Free Replicated Data Types (CRDTs) support decentralized collaborative editing of shared data,enabling peer-to-peer sharing and flexible branching and merging workflows.
for CRDT
Back HU Skip navigation Search Search with your voice Create Notifications HU {"@context":"https://schema.org","@type":"VideoObject","description":"Terence Tao has read more mathematics than almost anyone alive, and he uses AI tools every day. So when one of the most cited mathematicians on Earth says these systems still can't ask a genuinely new question, it's worth understanding exactly where he draws the line — because it isn't where the headlines put it.\n\nWatch the full conversation: https://youtu.be/ukpCHo5v-Gc\n\nIf AI has absorbed every textbook ever written, why can't it discover anything new? Tao, a Fields Medal winner and professor at UCLA, separates what these systems do brilliantly from what they can't do at all, and the boundary turns out to be sharper and stranger than most people assume.\n\nWe cover why reproducing a famous proof is less impressive than it sounds, what a neural network found hidden inside a million knots that humans had missed, why we still can't predict which tasks AI will actually be good at, the \"Keating Test\" — the benchmark that would actually demonstrate machine thought — and where exhaustive recall ends and real conceptual origination begins.\n\nAI can pass every exam. It just can't ask a question nobody has asked before — yet.\n\nChapters:\n00:00 The question AI can't ask\n00:48 Read every textbook, discover nothing\n01:42 Why a reproduced proof proves less\n02:39 A million knots, one hidden pattern\n03:54 The competence we still can't predict\n05:11 The Keating Test for machine thought\n06:18 Where recall ends and discovery begins\n\n📬 Get the transcript, fascinating bonus content, and my Monday M.A.G.I.C. Message: https://briankeating.com/yt\n🌠 Have a .edu email and live in the USA 🇺🇸? You automatically win a meteorite: https://BrianKeating.com/edu\n\n🔔 Subscribe: https://www.youtube.com/DrBrianKeating?sub_confirmation=1\n\n🎯 Support Into the Impossible on Patreon — get my weekly M.A.G.I.C. Message, unfiltered bonus content, and live monthly Office Hours with me: https://www.patreon.com/drbriankeating\n\n⭐ Join this channel for perks, monthly Office Hours, and your name in the Member Roster at the end of every episode:\nhttps://www.youtube.com/channel/UCmXH_moPhfkqCk6S3b9RWuw/join\n\n📚 My books:\nLosing the Nobel Prize (memoir): http://amzn.to/2sa5UpA\nThink Like a Nobel Prize Winner: https://a.co/d/03ezQFu\nFocus Like a Nobel Prize Winner: https://a.co/d/hi50U9U\nGalileo's Dialogue (first-ever audiobook): https://a.co/d/iZPi9Un\n\n🌐 More:\n🏄♂️ Twitter: https://twitter.com/BrianKeating\n📚 Substack https://briankeating.substack.com/ss\n✍️ Blog: https://briankeating.com/blog\n🎙️ Audio-only: https://briankeating.com/podcast\n\n\n#intotheimpossible #briankeating #science #physics #astronomy #cosmology #podcast #universe","duration":"PT374S","embedUrl":"https://www.youtube.com/embed/iOzi9_YakyE","name":"Terence Tao Explains The Math Behind AI","thumbnailUrl":["https://i.ytimg.com/vi/iOzi9_YakyE/maxresdefault.jpg"],"uploadDate":"2026-06-06T05:45:19-07:00","@id":"https://www.youtube.com/watch?v=iOzi9_YakyE","interactionStatistic":[{"@type":"InteractionCounter","interactionType":"https://schema.org/WatchAction","userInteractionCount":"25932"},{"@type":"InteractionCounter","interactionType":"https://schema.org/LikeAction","userInteractionCount":"806"}],"genre":"Science & Technology","author":"Dr Brian Keating"} Terence Tao Explains The Math Behind AITap to unmute2xTerence Tao Explains The Math Behind AIDr Brian Keating 25,932 views 2 days agoCopy linkInfoShoppingIf playback doesn't begin shortly, try restarting your device.Pause•You're signed outVideos that you watch may be added to the TV's watch history and influence TV recommendations. To avoid this, cancel and sign in to YouTube on your computer.CancelConfirmUp nextLiveUpcomingCancelPlay nowTerence Tao: Nobody Understands Why AI Actually Works1:04:09Dr Brian KeatingSubscribeSubscribedConversations with the scientists shaping how we understand reality. I'm Brian Keating, experimental cosmologist at UC San Diego. My team builds telescopes at the South Pole & in the Atacama Desert to measure the cosmic microwave background, the oldest light in the universe. On Into the Impossible, I interview Nobel laureates, working researchers, and the heretics they argue with. Past guests include Terry Tao, Roger Penrose, Kip Thorne, Frank Wilczek, Sam Harris, David Deutsch, Avi Loeb, Stephen Wolfram, Eric Weinstein, & Donald Hoffman. You'll find long-form interviews on physics, cosmology, AI, & philosophy of mind. Solo episodes, lectures & explainers when a topic deserves more than a single conversation can hold. The conversations every other science channel won't have. For a free copy of FLATLAND, the book that made me a scientist, join my Monday newsletter: briankeating.com/yt If you have a .edu email and live in the USA, you also get a real meteorite: briankeating.com/eduHideShareInclude playlistAn error occurred while retrieving sharing information. Please try again later.0:050:21 / 6:13Live•Watch full video•The question AI can't ask•19:31Why This Is the Most Exciting Time to Be Human | Ken Ono, Axiom MathEO381k views • 1 month agoLivePlaylist ()Mix (50+)1:04:09Terence Tao: Nobody Understands Why AI Actually WorksDr Brian Keating253k views • 5 months agoLivePlaylist ()Mix (50+)5:15MOTION THEORY: The Motion of AbiogenesisMotion Theory4 views • 42 minutes agoLivePlaylist ()Mix (50+)1:01:08Jaron Lanier - “Who Owns the Future?”Digital Humanism8.7k views • 7 months agoLivePlaylist ()Mix (50+)13:02Terence Tao on Grigori Perelman solving Poincare Conjecture | Lex Fridman Podcast ClipsLex Clips476k views • 11 months agoLivePlaylist ()Mix (50+)57:02A Conversation with Demis Hassabis, Co-Founder and CEO of Google DeepMindStanford Graduate School of Business108k views • 6 days agoLivePlaylist ()Mix (50+)1:03:57"First Proof: Mathematicians Putting AI to the Test" March 14, 2026National Museum of Mathematics17k views • 11 days agoLivePlaylist ()Mix (50+)8:52Nobel Prize Winner Geoff Hinton: AI Is Already ConsciousAlex Kantrowitz6.8k views • 2 days agoLivePlaylist ()Mix (50+)13:12The Last 6 Decades of AI — and What Comes Next | Ray Kurzweil | TEDTED475k views • 1 year agoLivePlaylist ()Mix (50+)17:43Scientists Reveal Surprising Genetic Origin of Hungarian DNAHuman Discovery 15k views • 2 weeks agoLivePlaylist ()Mix (50+)19:16How machines become minds | Geoffrey Hinton & Joel HellermarkSana22k views • 7 days agoLivePlaylist ()Mix (50+)10:11AI Is Breaking How We Teach | Terry TaoDr Brian Keating99k views • 1 month agoLivePlaylist ()Mix (50+) Terence Tao Explains The Math Behind AI
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Dan Temkin - Forty-Four Esolangs
forty-four esolangs
💻/asus/🧊/me/📓/2026/6/0/5/snarf
kubo-rpc-client~npm~dweb.archive
gives the first step of personal web snarfing and atchiving using Save Page with SingleFile - borwser extension and IPFS WebUI - to organize information into fulder stracture that are intended to name intent and provide structure for focal intent intended interpretation, which of course creates the structure that can be enhanced, reused, repurposed in and future interpretation
saved version of this annotation thread is here
https://bafybeigvxyodfbkxgzswibbeo3m2dw2pccqmue2q7gxgadenxnubjc5yxa.ipfs.inbrowser.link/kubo.rpc.client/npmjs.com/package/kubo-rpc-client/~/threads/kubo-rpc-client/
next level save with named context
previously - worked with hyman readable intentional conplex name given as a folder path like
💻/asus/🧊/me/📓/2026/6/0/5/snarf
which created a record of te activity of when snarfing using SinglePage Browser extension

capable of - saving the HTML rendering of a Web page - recording the source url - linking the archived page with the source for hypothes.is annotations
💻/asus/🧊/me/📓/2026/6/0/8/=/ZOG/x.com/TrailMarksonX-ZOG~military.grade.hypertext.html
https://bafybeibfwc7zb7a6rqygomqova2njvah5zz6rhvt3bkbqzm4krorpzmmsq.ipfs.dweb.link?filename=TrailMarksonX-ZOG~military.grade.hypertext.html
https://bafybeiehl55nj7yuit5zhdimp7vkphqf2wogxm43q3n7axdle6t3jsjpg4.ipfs.dweb.link
Gyuri Lajos on LinkedIn: Episode 79 - ZOG: Military Strength Hypertext
If you search is specific enough do not be surprised if your reference to it appears
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https://bafybeihbw3qzuypkvrxpf6z366i4aewhgovigejohm3i4vnmiq742imq6q.ipfs.dweb.link/consilience.project/about/

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https://bafybeid4j7hqa7h7sar57tlw2p4uea77lwvqmvyrgiy5m2udnay6ueluom.ipfs.dweb.link/consilience.project/The%20Consilience%20Project%20%286_8_2026%205%EF%BC%9A13%EF%BC%9A34%20PM%29.html
Development in Progress ARTICLES | Feature Article The concept of progress is at the heart of humanity’s story July 16, 2024
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