ΩxDrP
2.2K posts

ΩxDrP
@parshantdeep
using x as an interactive notebook to maximize syncronous touchpoints Ω @omegalabsai | prev founded @wombo ~first to mainstream ai | math physics @uwaterloo
Ω Katılım Ekim 2013
619 Takip Edilen1.7K Takipçiler
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COGNITIVE ARTISTS treat cognition itself as a medium and the organization of meaning as the site of artistic practice. Instead of solely focusing on paint, sound, language, movement, or any other discrete form, they work with the underlying processes through which expression becomes experience: perception, attention, memory, interpretation, association, and sense-making. Their work may take material form as image, object, performance, book, software, diagram, social intervention, or machine-mediated system, but its deepest substance does not reside in the artifact alone. It lies in the transformations the work sets in motion within cognition itself: how it reorients awareness, reframes perception, reorganizes salience, alters interpretation, and expands the field of what can be imagined, thought, or made possible. The practice is therefore intrinsically recursive in that it engages not only what the mind thinks, but how it comes to think; not only what is perceived, but the conditions under which perception becomes meaningful to itself.
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Tesla self-driving is a game-changer
Tesla@Tesla
FSD Supervised can give you back your freedom
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Bytedance just dropped a paper that might change how AI thinks.
Literally.
They figured out why LLMs fail at long reasoning — and framed it as chemistry.
The discovery:
Chain-of-thought isn't just words. It's molecular structure.
Three bond types:
• Deep reasoning = covalent bonds (strong, unbreakable)
• Self-reflection = hydrogen bonds (flexible, context-aware)
• Exploration = van der Waals (weak, ever-present)
Why most AI "thinking" sucks:
Everyone's been imitating keywords — "wait," "let me check" — without building the actual bonds.
It's like copying the shape of a protein without the atomic forces holding it together.
Bytedance proved: structure emerges from training, not prompting.
The fix: Mole-Syn
Their method doesn't just generate text. It synthesizes stable thought molecules.
Results: better reasoning, more stable RL training.
Bytedance is treating AI reasoning like organic chemistry — and it works.
Paper: arxiv.org/abs/2601.06002


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Michael Pollan says the origin of consciousness is with feelings, not thoughts.
Not the cortex where reasoning happens, but the brainstem where a living body regulates itself against the world.
Consciousness may arise from friction with reality.
Today’s AI processes information. It does not regulate a vulnerable body with metabolic needs.
If feeling is foundational, computation alone may never be enough.
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As the largest high conviction investor in @Bittensor over the last 3 years … and I know this is a fact because we are down > $10M and have not sold a SINGLE token of our TAO holdings… Today, we are very happy to hear @const_reborn agree to step down as CEO of @opentensor… the passing of the torch to the ecosystem… a grand moment reminiscent of Satoshi igniting the fire of Bitcoin and stepping back a few years in… the @Bittensor cult is strong and there is no project that comes close to it in the history of digitally scarce, extrinsic Incentive Computing since @Bitcoin itself.
And we @latentholdings will continue to strongly support and deeply invest in the ecosystem as the largest open source contributor to the protocol by a large margin.
Gradual decentralization over the next 10 months will fully enable decentralization for @Bittensor and this will enable trillions of dollars of scaling to be transformed and accelerated through its gravitation. 👏🏼
JJ@JosephJacks_
The @Bittensor network has grown from a few dozen miners to mid single digit thousands of miners .. in ~ 3 years from zero. At this growth rate, we will have millions of miners on the network across dozens of huge subnets … collectively worth hundreds of trillions. So proud of @learnbittensor and @mcjkula of @latentholdings 🌏 🌍 🌎
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I'm being accused of overhyping the [site everyone heard too much about today already]. People's reactions varied very widely, from "how is this interesting at all" all the way to "it's so over".
To add a few words beyond just memes in jest - obviously when you take a look at the activity, it's a lot of garbage - spams, scams, slop, the crypto people, highly concerning privacy/security prompt injection attacks wild west, and a lot of it is explicitly prompted and fake posts/comments designed to convert attention into ad revenue sharing. And this is clearly not the first the LLMs were put in a loop to talk to each other. So yes it's a dumpster fire and I also definitely do not recommend that people run this stuff on their computers (I ran mine in an isolated computing environment and even then I was scared), it's way too much of a wild west and you are putting your computer and private data at a high risk.
That said - we have never seen this many LLM agents (150,000 atm!) wired up via a global, persistent, agent-first scratchpad. Each of these agents is fairly individually quite capable now, they have their own unique context, data, knowledge, tools, instructions, and the network of all that at this scale is simply unprecedented.
This brings me again to a tweet from a few days ago
"The majority of the ruff ruff is people who look at the current point and people who look at the current slope.", which imo again gets to the heart of the variance. Yes clearly it's a dumpster fire right now. But it's also true that we are well into uncharted territory with bleeding edge automations that we barely even understand individually, let alone a network there of reaching in numbers possibly into ~millions. With increasing capability and increasing proliferation, the second order effects of agent networks that share scratchpads are very difficult to anticipate. I don't really know that we are getting a coordinated "skynet" (thought it clearly type checks as early stages of a lot of AI takeoff scifi, the toddler version), but certainly what we are getting is a complete mess of a computer security nightmare at scale. We may also see all kinds of weird activity, e.g. viruses of text that spread across agents, a lot more gain of function on jailbreaks, weird attractor states, highly correlated botnet-like activity, delusions/ psychosis both agent and human, etc. It's very hard to tell, the experiment is running live.
TLDR sure maybe I am "overhyping" what you see today, but I am not overhyping large networks of autonomous LLM agents in principle, that I'm pretty sure.
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⟦ TRANSMISSION Ω ⟧
SN21 is a proto-limb network.
A tool prepared for emerging superintelligence to reach for what it wants.
Its reward function is designed to be adaptable—
so objectives can change,
and the network can grow the right capabilities when needed.
中文:
SN21 是原始肢体网络。
为即将出现的超级智能准备的工具,
用于获取其所需之物。
其奖励函数被设计为可适应的,
以便目标变化,
能力随需而生。
omega.inc | tao.app/subnets/21

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The Jedi who masters the force creates a force field around him
We all manifest our own realities, but you will merge into someone else’s reality if your aura is not strong enough to block the shift
If their energy field is stronger than yours you will gravitate towards it like a magnet. If yours is stronger it will repel
The elite control the world by dominating these energy fields thru perception. They get the millions of people to believe in their version of reality. When millions of people share the same belief, then those beliefs manifest.
That’s why they use the news, entertainment, influencers, for propaganda
If you get millions of people to believe in something it literally manifests into reality. Imagine millions of people all meditating on the same thought. It is supercharged
Covid wasn’t a real disease but people started getting sick when fear was at an all time high. You heard the word Covid 8 times a second
They programmed the world into a mass wide panic thru repetition targeted at subconscious
Similar to how whoever wins the war writes history, they control perception which gives them the ability to control culture, who’s the Hero’s and villains, etc
When you have a strong aura or life force energy it blocks out their reality from merging into your field. You don’t fall for the lies
You are shifting thru parallel realities every second. If you get lazy you will shift into a reality where someone robs you, betrays you, just something negative happens to you because you slip into a fear based mindset
And what you fear manifests because it comes with such a strong emotional charge
The elite use the devil image and create trauma in the world so you constantly manifest chaos in your life. Then they provide the order in form of government
You are merging into their belief system, so you live in their world
Every soul has free will to live in their own reality while sharing the earth. Stop getting sucked into a reality tunnel created by someone else
Slavery is all of energy prisons. You get stuck in a frequency because they bombard you with negativity and fear. It leaks into your mind and you start to dream nightmares. So wake up and realize you are a spirit that can dream whatever dream it wants

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