Everyone has a signal.
Not everyone has verification.
That's why verifiable AI, proofs, and trustless verification matter. Better data → better decisions → better outcomes.
#Hitchbot#VerifiableAI#Proofs#AI#Verification
DSperse offers a smart approach to AI verification:
Instead of proving every computation, it focuses on verifying the parts that matter most. That makes zero-knowledge proofs more practical for real-world ML inference and scalable verifiable AI.
@inference_labs
Safety first, always!
I’ve been exploring how Computer Vision can revolutionize on site safety, and I just deployed my new model: SiteSafety Vision. It’s a real-time PPE detection system built entirely on
https://t.co/4h6a1z0RO6.
#ComputerVision#SafetyFirst#TechInnovation
As an AI tech enthusiast, what interests me about @inference_labs is its mission to make AI inference more verifiable, accountable, and practical for real-world use.
The problem with full-model zkML is clear:
• It can be expensive
• It requires high memory and has proof latency
• Retraining makes re-circuitization costly
This is why targeted verification is useful.
Instead of proving the entire model, DSperse focuses on proving only the critical slices of an ML pipeline: the parts where trust matters most.
That approach can reduce proving cost, improve efficiency, and still keep important AI decisions auditable
The global monetary design has a fundamental issue:
A currency shouldn't penalize you for working hard. Yet across emerging markets, printing dynamics ensure inflation melts local purchasing power every single day.
Last week, the Ubuntu Tribe (also known as Utribe) team was on the ground in Nigeria demonstrating how to exit this cycle...
...And this week we are coming to Kenya!
The monetary transition is already under way, join us!
@UtribeOne Financial freedom starts with access to better tools for preserving value. Excited to see Ubuntu Tribe bringing this conversation to more communities across Africa.
@debirah_chi@UtribeOne Great take !
Gold is always a good way to start , most don't plan for the future but utribe is doing things differently.
Awesome
@UtribeOne Central banks stacking gold isn’t random it’s a hedge against paper risks in markets.
@UtribeOne
makes this accessible with
$GIFT
, real vault-backed gold + actual utility. Borrow, transact, stay liquid without selling.🤝
@UtribeOne@MamadouTribeOne This is really interesting !
Fractionalizing RWAs to bypass legacy barriers is the right way to democratize true hard assets.
For years the paper vs. physical disconnect prevailed.
Looking forward to how things unravel
@UtribeOne $GIFT
has to be a safer option cause moving golds around is actually unrealistic but they are coming up with the best solution which is awesome