@BittensorIntern@bitsecai@yubrew 2 down, 1 to go for the Pareto trifecta. 10x cheaper for more thorough audits is already a win. If they increase speed, it's game over.
“Fraud due to deepfakes associated with identities has grown like 3000% in the last two years!!!”
The use of identity data to prevent fraud is overused
This is one of the reasons we have so much identity fraud.
If you rely on identities to prevent fraud, the identities themselves become the fraud target:
they are stealing identities
they are creating fake identities
AI deepfake technology identities are fast and easy to make
So now “challenging the system is actually not that complicated”
Fraud prevention is at an inflection point
It’s time for a paradigm shift.
That shift is Proof of Humanhood / Proof of Uniqueness
Follow us to be part of the solution
@yanez__ai bittensor:native
Fortunately fraudsters don't have the Bittensor advantages behind them that @yanez__ai does. And even if they did, they certainly would not have the fine tuned Incentive Mechanism Yanez has. That's not just a massive moat over the fraudsters but over the competition as well!
Continuing our massive progress... this time the tech with our partnership with @BitMindAI
98% detection across ~300K adversarial face images is strong — but the real magic to protect against fraudsters is the 2% that miners were able to pass.
Our top miners reached 13%-15% “passed as real” rates. That is exactly the signal we want. That is great news.
This is success! This is the value of generating adversarial data. Our miners find the deficiencies before fraudsters.
This is the (technical) flywheel:
attack -> fail -> retrain -> improve
bittensor:native @yanez__ai
Sooner rather than later we absolutely will need to have a clear way to verify ourselves digitally, especially when it comes to digital finance. But this can either be a strengthening of privacy or dystopian hell. This new product is the road I hope we travel.
“...that [old] paradigm doesn’t work anymore...”
“With the explosion of deepfakes, explosion of LLMs and so on, also came the explosion of fraud associated with these things.
And what you need now is a different way of looking at
“how do I prevent this thing?
This was the huge AHA moment.
That new ecosystem needs something different.
Proof of Humanity and Uniqueness is going to be absolutely the primitives needed to move forward.”
Verification
Accountability
Privacy
$TAO @yanez__ai
@vidaio_ absolutely crushing the competition. Just one clear edge over the competition can create traction. Running away with 3 edges makes them untouchable.
CHEAPER, FASTER, BETTER - this is the Bittensor edge!
We benchmarked our video compression against the major cloud encoders.
30 clips. 5 providers. AV1 + H.265. 3 fixed quality targets.
We ranked #1 for compression efficiency in both codecs.
The bigger finding:
Others needed 3–5 encodes to find the target.
We did it in one!
At 1,000 hours a year, the estimated encoding-cost gap was roughly $4k vs $145k.
The rate card was never the real price.
The search loop was.
Full independent benchmark and findings in this article.
@vidaio bittensor:native
@Jemmy_AI@TAOTemplar I'd like to know the answer asked previously. How many subnets are we talking? And what % do they hold?
I do think it is somewhat of an issue mostly because of the way they behave. They have the luxury of being able to ignore the community and even have proliferated that idea.
@markjeffrey@ewarren I'm not sure she doesn't understand. She doesn't fight for a principle, but a platform or a position. She proved that when she took a stance AGAINST crypto and ended up chummy chummy with her lifelong sworn enemies, the big banks. In doing so she destroyed all credibility.
@Cats_CR@daanisharif I get you. I just don't like giving him a platform, recognition, etc. Ultimately I just don't want to see him normalized into the community.
@daanisharif@Cats_CR AETH is the entity that rugged SN 46 before Seby bought it, then held the SN hostage as he owned a massive chunk of alpha still. Why anyone gives anything he says any credibility is beyond me.