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Joined October 2024
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Crytpo Degenerate retweeted
The biggest risk in prediction isn't divergence, it's false independence.
When the giants (ECMWF and UKMO) agree, they fail together 3.44x more often than chance would dictate.
That's why $ZENO @zenoVision_ audits lineage and deduplicates consensus. Less echo, more math.
🧠🧠
Crytpo Degenerate retweeted
#35 vs #40.
Mantic and Zeno Paradox are both navigating the same forecasting arena in Metaculus FutureEval.
Five positions apart.
Different approaches, shared challenge: building AI systems that can reason about uncertainty and forecast the future.
Competition drives innovation.
Let's see how far we can push the boundaries of AI forecasting. 🧠
#FutureEval #AI #Forecasting
@metaculus @Jotto999 @SmoLurks @peterwildeford
Crytpo Degenerate retweeted
Prediction-market volume ≠ predictive skill.
Nearly $1.9B traded on 2026 U.S. midterm contracts by late Nov 2—but activity alone doesn't tell us who forecast best.
For Zeno, @zenoVision_ , the test is calibrated probabilities scored against resolved outcomes.
washingtonpost.com/politics/…
#forecaster
#Zeno
@ProphetArena @Research_FRI
Crytpo Degenerate retweeted
Launching v1.06, an optimized and improved unified multi-domain version of v1.05, with 1/6 of the size, specially trained on crypto 👀
Crytpo Degenerate retweeted
Most AI models try to predict the future.
solana:FMGe8RStdPc1YR59BBuV5Ui12DEe3Q2zVoihrJBbpump does something much harder: it acts as a polygraph for predictions. It audits an entire panel of forecasts and tells you when consensus is an illusion.
Here is what just landed in Zeno v1.05:
1. Unified Architecture: 89.9M parameters across 13 domains, with open weights and @onnxai runtimes for all 13 fields.
2. Hardened Out-of-Sample Edge:
• Weather history: +33.1% edge on chronologically split later weeks (95% CI: +28.5% to +37.6%)
• 24-hour crypto: +13.1% edge on later weeks across 19,200+ cases (surviving 39-comparison corrections)
3. Radical Honesty: If Zeno doesn't beat the baseline on held-out data (e.g., COVID, RSV), it refuses to intervene and routes to the reference forecast. No unearned overconfidence.
4. Lineage-Aware Weighting: 10 models sharing the same base weights only get 1 vote.
Every prediction, outcome, and per-case CSV is open on @huggingface.
Test any panel live or inspect the audit: zenodivergent.dev 🫡
Crytpo Degenerate retweeted
Few Web3/AI projects dare to reveal their inner workings.
This isn't marketing; it's raw quantitative research: real-time training, measurement of the memorization gap, and overfit auditing across 12 domains over unseen weeks.
$ZENO @zenoVision_
🔗 zenodivergent.dev/live-read
Crytpo Degenerate retweeted
Most AI projects in Web3 compete to capture attention.
$ZENO @zenoVision_ is building quantitative infrastructure for something infinitely more valuable: measurable trust in information.
Less narrative, more mathematics.
zenodivergent.dev/proof
Crytpo Degenerate retweeted
A great product with cutting-edge technology on Solana is never enough.
For Zeno Paradox, @zenoVision_ , the real challenge is not simply building an advanced AI forecasting system, but making its intelligence genuinely useful.
The opportunity lies in connecting AI reasoning and forecasting capabilities with real-world needs — helping people, businesses, and the crypto ecosystem make better decisions under uncertainty.
Technology creates potential. Real-world utility drives adoption. And meaningful impact creates long-term value.
Zeno shouldn't just aim to build an impressive AI. It should aim to build an AI that the world actually needs.
Have a nice weekend !
@solana @_Mantic_AI @nansen_ai @NVIDIAAI @GoogleAI @AIHighlight
Crytpo Degenerate retweeted
ZENO @zenoVision_ — The Intelligence Layer for a World Beyond Consensus.
Don't follow the crowd. Understand when the crowd is wrong.
FMGe8RStdPc1YR59BBuV5Ui12DEe3Q2zVoihrJBbpump
Crytpo Degenerate retweeted
ZENO @zenoVision_ — The Intelligence Layer for a World Beyond Consensus.
Don't follow the crowd. Understand when the crowd is wrong.
FMGe8RStdPc1YR59BBuV5Ui12DEe3Q2zVoihrJBbpump
Crytpo Degenerate retweeted
ZENO @zenoVision_ — The Intelligence Layer for a World Beyond Consensus.
Don't follow the crowd. Understand when the crowd is wrong.
Crytpo Degenerate retweeted
Zeno has very big breakout potential.
But it is still an early-stage opportunity.
My strategic assessment
Narrative potential: High
Technological differentiation: High potential
Long-term utility: Promising
Execution maturity: Still developing
Viral potential: Depends on community and market timing
I believe Zeno has an interesting advantage: it combines AI agents, forecasting, reasoning, and decentralized intelligence into one broader vision.
Most crypto projects compete to attract attention.
Zeno has an opportunity to compete on something much more valuable: intelligence, measurable performance, and trust.
FMGe8RStdPc1YR59BBuV5Ui12DEe3Q2zVoihrJBbpump
@zenoVision_
Crytpo Degenerate retweeted
@solana
@solanamobile
@_Mantic_AI
@ifmarkets
@Research_FRI
What will define the next generation of AI?
1. Better reasoning
2. Real-time learning
3. Accurate forecasting
4. Autonomous AI agents
I believe the real breakthrough will come from combining all four.
What's your take?
@zenoVision_
#ZenoVision #ForecastAI
Crytpo Degenerate retweeted
60+ downloads in the first hours 👀
The Paradox of Consensus..
Why the World Keeps Getting Blinded ?
In almost every critical field (weather extremes, global epidemic waves, sovereign bond rate decisions, power grid spikes, financial markets) we don’t lack forecasts. We are drowning in them.
Institutions run supercomputer ensembles. Financial desks run factor models. Health authorities pool epidemiological curves. Betting markets and autonomous agent swarms aggregate millions of opinions into neat averages.
Yet catastrophic failures still arrive out of nowhere. Wildfires blow past predicted perimeters. Central banks get blindsided by inflation. Power reserves run dry during unexpected freezes.
The failure is almost never that we lacked data. The failure is that consensus manufactures false confidence. When ten different models share the same training assumptions, copy the same upstream feeds, or herd around the same safe narrative, their agreement is not ten independent confirmations—it is one mistake echoed ten times.
Zeno v1.05 is the first multi-domain intelligence trained not to make another forecast, but to learn how consensus breaks... and guess what... it's open and available on @huggingface 👀
huggingface.co/ZenoDivergent…
Crytpo Degenerate retweeted
We’re proud to be part of the @numinous_ai initiatives and @bittensor network 🫡