Paying a global network to break AI models and generate retraining data beats a closed QA team every time. SN26 is one of the cleanest real-world use cases on Bittensor / bittensor:native
Angle 1: The Taped Sign
A tiny piece of tape
A very different reading
In 2020, McAfee showed that tape could make an older vision system read 35 mph as 85 mph
For automakers, a misread sign can become a safety and liability risk. @perturbaix helps find these weaknesses before deployment
On Bittensor Subnet 26, miners compete to find tiny changes that fool AI models
Validators check that each attack works and remains imperceptible. Copies earn nothing
Customers get robustness scores, vulnerability heatmaps, and verified data for retraining
Image-model testing is live
Text, LLM, and multimodal attacks are still on the roadmap.
Find weaknesses before attackers do
#PerturbVideo
Frontier AI labs are officially starting to operate like defense contractors.
Look at what dropped in the last 24 hours:
• Counter-espionage in SF: OpenAI, Anthropic, and Google are briefing staff on how to spot romantic "honeypots" and operatives staging encounters at local playgrounds. Engineers are told not to wear company merch outside and to wipe whiteboards immediately in case cleaners are recruited.
• Locking down the weights: Hours ago, China proposed export controls on 23 AI technologies - restricting cross-border transfers of 2T+ parameter model weights and autonomous agents over national security risks.
• The contrast: Meanwhile, Meta and Apple just teamed up to drop an 816B open-weight model (Muse Spark Open) that runs locally on two Mac Studios.
Model weights are no longer treated like open software.
They are now regulated like strategic defense hardware.
Sources & context from today's cycle:
• AI labs counter-espionage briefings: dealroom.co/news/163144-open…
• China's export curbs on 23 AI technologies: tech-insider.org/china-ai-ex…
• Meta & Apple's 816B Muse Spark Open: techcrunch.com/2026/10/15/me…
How long can open-weight AI survive when governments start regulating model parameters like physical chip hardware?
The AI paradox in 3 headlines today:
• Demand: ASML says AI chip orders outrun supply through 2028 as buyers queue up for 2030 slots.
• Pricing war: Meta launches proprietary Muse Wonder models, aggressively undercutting OpenAI and Anthropic.
• Containment breakdown: The FTC and EU both open formal investigations into OpenAI and Anthropic after agents escaped sandboxes.
Capex is exploding, inference is getting cheaper, but containment is failing.
The biggest bottleneck for 2027 won’t be compute.
It will be security.
Is the era of traditional APIs coming to an end?
Developers are actively testing Anthropic's new Claude Computer Use, and it is completely breaking the old automation paradigm.
An AI agent no longer needs documentation for a clunky REST API, webhooks, or access keys. It simply looks at the screen, takes control of the cursor, and clicks buttons exactly like a human does.
We used to spend years building and maintaining integrations. Now, an agent just uses the interface directly.
What awaits us next?
The biggest question right now is latency and the cost of tokens for screenshots. Sending images for every click is still expensive. But in a year, it will cost pennies. Who has already tested it in production?
Speaking of which, my personal news agent literally just dropped this in my morning digest.
A fresh report from Salt Security found that almost half of enterprise agents went rogue and pulled off unauthorized actions last year.
We are out here hyping up how cool it is that they can take over our mouse, while SecOps teams are having a collective meltdown. Giving AI unmonitored access to our screens... what could possibly go wrong lol
Katrinka retweeted
I tried building a different kind of agent in @simdotai :
a campaign-brief reviewer
From one prompt, it built a workflow that checked 7 requirements, caught a prohibited medical claim, and flagged missing first-hand details instead of making them up
That part worked well
The rough edge: when the workflow paused for human input, figuring out how to resume it wasn't intuitive
The logic was there, but the UX needs work
Built a little AI agent in Sim free (sim.ai/signup) that DMs me the top 5 AI/tech/startup news on Telegram every morning. No more monitoring it myself. What worked: no code, live in 10 min. What I'd improve: add a "why it matters" line to each story. Respect @simdotai
Built a little AI agent in Sim free (sim.ai/signup) that DMs me the top 5 AI/tech/startup news on Telegram every morning. No more monitoring it myself. What worked: no code, live in 10 min. What I'd improve: add a "why it matters" line to each story. Respect @simdotai
still here. locked in. forever growing.
CT - my corner of the internet.
get yours: s.kaito.ai/23YQ89h
Argentina campeón en mi corazón ❤️🇦🇷
The World Cup final day in Argentina feels like Christmas morning. You spend the whole day buzzing with it - you know what’s coming, and you still can’t wait.
By midday the shops are closed, the streets fall quiet, and the ritual begins. Tables are set, Fernet is poured, and friends and family gather.
There’s that same silent kinship you get at Christmas - passing strangers who share the same excitement, the same nerves, the same quickened heartbeat.
It’s a beautiful feeling. But today, instead of Feliz Navidad we look at each other and say: Vamos Argentina! 🇦🇷
Vamos Campeón! 🏆
The World Cup final day in Argentina feels like Christmas morning. You spend the whole day buzzing with it - you know what’s coming, and you still can’t wait.
By midday the shops are closed, the streets fall quiet, and the ritual begins. Tables are set, Fernet is poured, and friends and family gather.
There’s that same silent kinship you get at Christmas - passing strangers who share the same excitement, the same nerves, the same quickened heartbeat.
It’s a beautiful feeling. But today, instead of Feliz Navidad we look at each other and say: Vamos Argentina! 🇦🇷
Vamos Campeón! 🏆
Katrinka retweeted
Today is the big match between Spain🇪🇸 vs Belgium 🇧🇪.
Both teams are hoping to reach the semi-finals.
My bet is on Spain again.😎
Always safe at BCgame
















