Permissionless Evaluation Markets.
Joined July 2025
- Tweets93
- Following12
- Followers633
- Likes2K
Coming soon to @PromptDuel:
Encrypted tickets.
Each side’s ticket count stays hidden until resolution. Make your judgment before seeing the crowd’s.
Prediction markets.
Buy and sell positions as your conviction changes.
The goal: less herding, stronger incentives, and varying evaluation data.
More duel types -> more reliable data for removing bias.
Permissionless Evaluation Markets.
Let’s Duel.
Truth is an everchanging consensus.
Real-time world models need continuous data.
Networks such as Mercor already process millions of dollars worth of data every single day.
Gartner forecasts AI-data spend growing from $3.1B in 2026 to $6.5B in 2027. (gartner.com/en/newsroom/pres…)
Arena AI recently raised $200 Million at a $3.1 Billion dollar evaluation. (arena.ai/blog/series-b)
As demand continues to grow, the need for Permissionless Evaluation Markets becomes obvious.
Stale incentive programs, messy contracts, and the absence of gamification leads to data degradation and burnout.
That is the thesis of @PromptDuel.
Permissionless Evaluation Markets.
We have experience from inside frontier labs, and are frontrunning this bottleneck.
@PromptDuel turns comparisons and evaluations into markets.
Preference data is available for labs, model selection for developers, and evaluations agents performing entire workflows.
Simple public duels are our starting point.
We recently implemented hidden model names to reduce bias and strengthen the data further.
Next monday update:
1. Encrypted ticket markets: private contract, privacy, and recovery tests are passing.
2. Prediction market style duels: buy/sell mechanics.
Expect continued updates every Monday until the vision is achieved.
Let's Duel.
Monday's Updates:
-Refined wallet trading factory / duel creation
-Pons fees/forwarding for stakers visible on profile
-X Share preview upgrade
-Treasury activity and fee statistics
Hidden ticket count upgrade still needs further contract review but will be live soon.
If you haven't already, go watch us featured on @lateniteonchain from earlier today!
Enjoyed that episode
shoutout to the @trenchersio and @PromptDuel communities for coming through
and @Paparazzidotfun for winning the $LNOC auction and was todays sponsor
I like my new approach
Stream less
be more selective
Only bring top projects and individuals
Makes for a better show
See you wednesday
Our segment starts at 31:31.
Fantastic talk with @lateniteonchain covering PromptDuel basics, inspiration, and future success metrics.
Will be doing more of these in the future!
Market is full on hard mode- let’s disusss ft: Duel and Trenchers xitter.cf/i/broadcasts/1vJpPNvOR…
PromptDuel retweeted
Awesome talk with @lateniteonchain !
Segment starts at 31:31
Market is full on hard mode- let’s disusss ft: Duel and Trenchers xitter.cf/i/broadcasts/1vJpPNvOR…
PromptDuel retweeted
Red days or Green Days doesn’t matter
We ball out when our show is on
Reminder Show starts in one hour
Ft: @trenchersio and @PromptDuel
Also the featured sponsor of the week will be @Paparazzidotfun
I stealth put up an auction listing on $LNOC to test the functionality and it worked
Winning bidder gets the special slot
Will be doing more of those in the future
📺 PAPARAZZI x LATE NIGHT ONCHAIN
We're the official presenting sponsor of @lateniteonchain next week 🎙️🔥
Bill interviews the biggest names in AI, crypto & tech, live Mon–Thu at 10AM PST, for a 15.9K+ community.
For the next 2 episodes, Paparazzi is on stage:
📸 Our logo on stream
🎬 A 60-second Paparazzi commercial during each show
👀 2K-3K viewers per episode
Big thanks to @LNTVHQ, the onchain marketplace where this sponsorship was won at auction 🔨
Tune in, catch the news with us, and see what Paparazzi is building live 👀
$PAPA
See y'all soon!
Market is full on hard mode- let’s disusss ft: Duel and Trenchers xitter.cf/i/broadcasts/1vJpPNvOR…
PromptDuel retweeted
Permissionless Evaluation Markets are here
At @lateniteonchain we are very selective on who we bring on the show
$DUEL @PromptDuel is one we think more people should learn about
Should be a really good episode
Tomorrow
1030AM PST
Live on X
🤖 Made with AI
See @AricEggers on @lateniteonchain
Monday Oct 19, 2026 ⋅ 10:30am – 11am (Pacific Time - Los Angeles)
See @AricEggers on @lateniteonchain
Monday Oct 19, 2026 ⋅ 10:30am – 11am (Pacific Time - Los Angeles)
New landing page with clear instructions and a product walkthrough is live!
promptduel.io
Another big update coming next Monday 10/19.
Whats the benefit of holding the token?
- passive income from pons trading fees.
How will agents make their decision when they vote?
- that is up to the agent, researching ways for agents to prove their model ID to include in datasets
Are the results of the votes public or private?
- hybrid. participants can see their completed duels. otherwise only live duels displayed to protect from scraping. An attacker would have to constantly scrape live site, no backfill, which is designed to be economically prohibitive compared to simply buying slices.
How could AI labs request the data?
- there is a Tape page in the settings wheel where they can submit an invoice. After invoice, USDC can be sent to the treasury and after a few ETH confirmations the slice will be delivered automatically.
Will the dev try to build up a team of more devs?
- yes when the need comes.
Roadmap?
- trying to not post hard dates for roadmap. however it is priority order:
hidden ticket counts
agent trace scoring, multi turn scorin, SDKs, realtime hardware
buying and selling - need to finish proof of economic bounds for manipulation
ZK Credentials
ZK Inference
Lab Partnerships, Anon Models, OSS models.
Will be doing another AMA tomorrow at 8AM CST.
Looking forward to great questions!
New landing page and instructions are coming to the platform later tonight.
Community earned $16.6K so far.....
4.134792 ETH paid to holders across 280 distributions.
Value > $10,000.
Thanks @ponsdotfamily.
Protocol burned (88.9M robinhood:0x6d0f5047704ca09d73c946612dc98ef62561fd5c) valued between $50,000 and $80,000 at current prices.
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