Orizon - τ

Data and AI Consultant, $TAO enthusiasts

[Manako @manakoai]

📁 Manako 1.0⏳
└📁 Models
└📁 Satori 1.0 2B
└📁 Satori 1.0 0.5B
└📁 Miru 1.2

[Max @MaxScore]

satori 1.0 2B will be trained on @webuildscore sn44 using teutonic-sn3's king of the hill mechanism

code is ready and getting reviewed
next stop, data

thanks ser @const_reborn

[Max @MaxScore]

SATORI 1.0: last 24h update

one 2B model (s7b) now does detection + segmentation + description + behaviour + reasoning in a single forward pass.

5 primitives, one model, one sweep.

detection had its breakthrough: AP50 0.08 → 0.41, mAP 16.7 → 32.7. at 2B that's competitive with Florence-2 (37.5),

beats its own Cosmos-8B teacher, and holds the line against the foundation-model crowd (Qwen-VL, SAM 3) on the primitives we care about.

the unlock was a box-format fix (XYXY vs XYWH) that had been masking a detector that already worked.

segmentation broke a long plateau too: a cross-attention head on dense VLM features took it 48.8 → 57.7. architecture, not data.

description 0.63 (beats teacher), reasoning 0.82.

sharing the updated benchmark and a few evidences below

[DNI Tulsi Gabbard @DNIGabbard]

Today, on my final day as Director of National Intelligence, I’m releasing never-before-seen communications and documents exposing how Dr. Fauci provided millions in US taxpayer dollars to fund dangerous gain-of-function research at the Wuhan lab, worked with politicized elements within the Intelligence Community to suppress the truth about his actions and hide the virus’ lab-leak origins, and lied to Congress while under oath in 2024. It’s time you know the truth.

https://t.co/3YJSstB7d4

[Algod @AlgodTrading]

Energy arbitrage was never possible until now, providing compute enables energy arbitrage, one of the most exciting use cases for crypto

[Manako @manakoai]

Introducing Manako, the fastest way to turn any camera into an vision ai agent.

Go on https://t.co/2H1P4KME1z. Join our waitlist.

[Orizon - τ @CryptoOrizon]

@const_reborn @buzzli8yr @AlgodTrading @TrustedStake @mentatminds Very simple when you put it that way indeed

[Grayscale @Grayscale]

Centralized AI companies like @AnthropicAI are more vulnerable to government intervention.

Decentralized AI technology like $TAO @opentensor offers an alternative.

Bittensor provides open source, permissionless access to AI through a decentralized global network. Following the suspension of Anthropic's AI model, $TAO rallied sharply, climbing 30% in just 12 hours.

Read more on this from @LowBeta on the Stack:
https://t.co/oNgIXuMNIy

[@jason @Jason]

Open source and bittensor:native will solve the single-point model dependency problem.

[Manako @manakoai]

https://t.co/3G4cBP9GNj

[Max @MaxScore]

this week, we're turning things up a notch at @manakoai.

we'll be at @VivaTech, europe's largest startup and technology event, where @JeffBezos headlines this year's edition, for our first "hello world" to the broader tech scene.

read the article, there's an avant-première hidden inside 👇

[Ragnarao (ᚱᚱ) @LordRagnarao]

Still learning about #Bittensor, but so far this is the first thing since $BTC, and maybe Ethereum, that genuinely feels different.

Bitcoin was decentralized money.
Ethereum was decentralized finance.
Could bittensor:native become decentralized intelligence?

That’s the thesis I’m betting on anyway, after watching some of @Jason's pods and following @proofoftalk, so I’ve rotated roughly $100K worth of Bitcoin into bittensor:native.

Just in case it catches on.
9% APY definitely helps too btw ⚔️

[Algod @AlgodTrading]

There is a reason we started to build out @TrajectoryRL

While it is in its infant stage the idea is you can run a powerful local (close to sota in specific domain) model at a fraction of the cost without relying on a centralised entity

We need our own models that ideally we run on our own trusted setup

[Barry Silbert @BarrySilbert]

Unstoppable, uncensorable, global decentralized AI seems like a good investment bet to make. The “Bitcoin of AI” so to say…

[const @const_reborn]

The best teachers will be LLMs. The best feedback will be monetary. The best models will train competitively. The best AI company will be co-owned. The best software will be open source. And there is only one way to get all of it.

[Max @MaxScore]

on sept 15 2008, lehman brothers collapsed and gave the whole world a reason to believe in $BTC

on june 12 2026, a single government order forced anthropic to pull its most capable models offline for every foreign national on earth, and gave the whole world a reason to believe in bittensor:native

humans only react to negative things. sad but true.

in 2008 we learned the banks were the problem. in 2026 we’ll learn that one kill switch sitting inside a centralised AI lab is the problem.

[xTAO - a Bittensor company @xtaohq]

Bitcoin $BTC is better money.

Bittensor $TAO is better intelligence.

[const @const_reborn]

@AnthropicAI And just like that we collectively saw the future of inequality

[Algod @AlgodTrading]

If deAi wont thrive in the upcoming months it will never do, our last stance

[Score - Subnet 44 @webuildscore]

That is what we are building, and the miners on our subnet are the engine.

The incentive mechanism turned an open, adversarial competition into a model that beats the giants at its job.

Point the same mechanism at the next task and it does it again.