Score - Subnet 44 (@webuildscore) / X

Score - Subnet 44

2,116 posts

Score - Subnet 44

@webuildscore

Making every camera intelligent. An open, permissionless computer vision layer for the real world. Powering @manakoai · $TAO SN44

Joined July 2024

Pinned
Score - Subnet 44
@webuildscore
Jun 12
Article
How vision distillation puts a 19 MB model above the giants
A single benchmark, a single task. But the distillation pipeline behind it generalises to any detection problem under real deployment constraints. Everyone is betting on giant AI. Bigger models,...
113K
Score - Subnet 44
@webuildscore
20h
K O T H
Max
@MaxScore
20h
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
2K
Score - Subnet 44 reposted
Max
@MaxScore
22h
will be interesting to see what miners will do with this when it's ready to be added to a sub subnet
1.7K
Score - Subnet 44 reposted
Max
@MaxScore
Jun 23
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
Max
@MaxScore
Jun 22
next stop for us distilling and training our own vision language model Satori 1.0 2B and Satori 0.5B that will run locally, on the edge for our clients a self-contained model across 5 vision primitives: reasoning, behaviour, description, segmentation, detection every skill
4.3K
Score - Subnet 44
@webuildscore
Jun 22
Decentralised VLM training, coming soon to Score.
Max
@MaxScore
Jun 22
next stop for us distilling and training our own vision language model Satori 1.0 2B and Satori 0.5B that will run locally, on the edge for our clients a self-contained model across 5 vision primitives: reasoning, behaviour, description, segmentation, detection every skill
3.3K
Score - Subnet 44
@webuildscore
Jun 22
Gotta catch 'em all
Max
@MaxScore
Jun 22
a new private task is coming to sn44 later in the summer 15,000 pokemon cards the goal: train the best card-grading vision model on the market miners, get your decks ready, this one's going to be fun (the card below is not mine)
1.8K
Score - Subnet 44 reposted
Openτensor Foundaτion
@opentensor
Jun 21
Bittensor Ecosystem Highlights :: June 15–21, 2026 SUBNET ACHIEVEMENTS [ @vidaio_ - SN85 ] Vidaio ranked #1 for compression efficiency in its benchmark against major cloud encoders, with lower pricing and one-pass target matching. > bit.ly/4oGTnmh [ @webuildscore -
19K
Score - Subnet 44
@webuildscore
Jun 18
Making Every Camera Intelligent
Mark Jeffrey
@markjeffrey
Jun 18
Every camera is potentially a robot. There are a billion cameras out there that COULD become an 'A eye' -- hook Subnet 44 up to each of them and they become exponentially more active, intelligent and valuable.
1.8K
Score - Subnet 44
@webuildscore
Jun 18
Centralised AI means a handful of labs decide what every camera in the world is allowed to see. Bittensor breaks that. We turn vision AI into an open, competitive network where the best specialist model wins, not the biggest lab. That’s why we build on $TAO. Grateful to
Generation Infinity
@Genfinity
Jun 18
📸 Bittensor Exclusive | Subnet 44 Showcase Max Sebti of @webuildscore on how they're turning the world's passive camera systems into intelligent vision networks: • PwC France. Co-selling agreement. • 1B+ CCTV cameras. Almost all passive. • Model outperforms GPT, Gemini,
00:00
7.7K
Score - Subnet 44 reposted
Max
@MaxScore
Jun 18
back at the desk, been heads down on this. we’ve got a subnet where miners distil small expert vision ai skills. what i’m working on now is a distilled VLM that learns those skills straight from the sn44 models. put them together and you get one small model carrying every
4.9K
Score - Subnet 44 reposted
taostats τ
@taostats
Jun 17
NEWS: @webuildscore's 19 MB model beats giants on real detection task, running on cheap CPU hardware. No cloud, no GPU, no API key. AI vision reaches new heights!
Manako
@manakoai
Jun 15
Article
Teaching the physical world to talk
For decades, we've been building digital systems that can process, search and reason about information. Yet much of the world's most valuable information still exists outside those systems. Factories...
3.1K
Score - Subnet 44 reposted
Openτensor Foundaτion
@opentensor
Jun 17
.@manakoai is a strong example of what Bittensor subnets can build when they turn miner intelligence into a real product A clean, usable vision AI agent built by @webuildscore
Manako
@manakoai
Jun 17
Introducing Manako, the fastest way to turn any camera into an vision ai agent. Go on manako.ai. Join our waitlist.
00:00
12K
Score - Subnet 44
@webuildscore
Jun 17
New public skill on sn44: Detect-road-signs 🚦 Baseline 59.2% → Target 90%. Miners now race to distil a specialist model that closes the gap. 7 starter images to begin. Live Jun 19. Starter pack 👇
2.5K
Score - Subnet 44
@webuildscore
Jun 17
Link to starter pack: console.scorevision.io/upcoming/ac720…
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