a lot of people don't know about the tech behind Spark yet, and I couldn't do a good job of this either
between TGE & and all the stuff
Here is what Spark is in a nutshell:
1. It's a self-improving personal agent
2. Most similar thing to it is Hermes agent but Hermes focuses on creating skills from your work, while Spark is a recursive agent that can create benchmarks, self-improvement loops, and train even while you sleep.
3. It has memory, canvas, kanban, skill-pairing nodes, progress reports directly relayed to telegram agent while building and a lot more useful stuff.
4. I've been building it with insane amounts of inference, since 4 months, often 10+ terminals open to get it right
5. While building it, my GitHub probably became the most committed GitHub in the whole blockchain community, that much work put into it.
6. It is live, and you can already start using it. FYI, I need a lot of user data and PRs, because this is an agent harness and till now I've been building it solo. You can access it at https://t.co/Db1vqNhE9V
7. For that there is https://t.co/0fQDZ2Hvua that you can join to send PRs, 1.5% of supply is dedicated to this first event, called Hunting Bugs & Goblins.
8. Personal agents are the second biggest thing after frontier AI labs, and Spark is about building an ecosystem around it too via grants, hackathons and incubations, so that we can bring a new breed of an agentic ecosystem at the core of a self-improving personal agent.
9. Also, if you hold Spark you will get free tokens from all these projects that enter our ecosystem through grants, hackathons and incubations.
10. Spark is quite friendly with blockchain seeing the benefits this tech-stack can bring to agentic funding, transactions, and ecosystem building, instead of being against it.
Let's call it our homegrown personal agent. Still there is a lot to build on, and it is just the beginning of the journey, except the product is at a state where once polished it will be able to compete with the best.
As what's inherent in it, is how frontier AI labs train the best models. Recursive loops tied to a personal agent.
MAKE SURE TO DO THIS TO BE ELIGIBLE FOR THE DROP:
$SPARK pre-checker is live: https://t.co/yH26ip9EDC
> Submit your previous replies and QRT for the drop.
> If you didn't get a multiplier yet, you can QRT this, which may result in a multiplier based on reach and engagement.
> We have to get the submission because X API didn't fetch all the replies.
Also, a treasure map is waiting for you after submission.
Hope you like easter eggs and gifts.
Time to vibe.
Spark is starting to become real.
A self-evolving intelligence, beyond a persistent memory, with multiple ways it learns and evolves
Calibrate the intelligence while building, talking to it, sharing the things you love as content, UI, art, etc.,
While it learns constantly learns about the tools you use:
Their strengths, shortcomings, and how to better use everything in its arsenal, as well as doing the same with the specialized agents and teams it orchestrates.
In a few days, it gathered 30000 memories and 500+ insights, and continued to calibrate itself with me, which will speed up how we can vibe code the next projects by Spark doing at evolved understandings.
Super excited to see how it evolves and can't wait to bring it to everyone. Already integrated it with many IDEs and LLMs.
It also works on your local machine. As this conversation was recorded with Ollama qwen 2.5 running on my PC.
For the attention of all washed KOLs, trencher, and Fortnite pro players:
You might have realized by now that vibe-coded products are becoming the next big thing.
Hereby, IdeaRalph has a proposal:
What if every vibe-coded product had a coin:
to pay the Claude, servers, marketing, and more?
This would accelerate innovation, spawn more vibe coders, let great vibepreneurs access funding to build more, and make web3 the true home of all startups and innovation.
Until now, you all have supported coins with no inherent value. You have stayed sleepless for days and months over coins with a dog, a cat, or a frog picture.
You have acted cool because you supported all the useless stuff, and thought you were 200 IQ.
Now, let's do the same with vibecoins.
IdeaRalph is to set the stage for the spark of the vibecoin meta; it will be the MCP that spawns tens of thousands of ideas that will become vibecoins.
IdeaRalph will be the Godfather of the vibecoins, able to create the movement with the vibe coders that use it.
You give it the dumbest idea = and it can even turn that into genius. That's the Ralph Wiggum loop.
IdeaRalph will have its own token.
With no raise. All airdropped.
It will have a mechanism that allows people who send their vibecoins created by IdeaRalph MCP to send a portion of their tokens to it, and holders of IdeaRalph will receive those tokens distributed to them equally according to how much they hodl.
IdeaRalph will launch from vibe/vibe as the Godfather of the vibecoins.
What's vibe/vibe? Do some research.
Destination will be: BASE.
Drop your 0x wallets.
A REAL RALPH WIGGUM LOOP BEGINS HERE.
FOR THE VIBECOINS. FOR PUSHING PRODUCTS.
FOR TRANSFORMING THE DEGENS SPIRIT TO MACHINES OF PRODUCTION.
This has been a very informative post, about what kind of projects you guys are looking for that can disrupt the prediction market space
We are starting a Prediction Markets Hackathon next week, powered by @BNBCHAIN
Wondering if we can do a collaboration with YZi Labs too, so if one of the projects build something close to the examples you described here, they may get a chance an entry to YZi Labs too
We have many other big supporters that will be supporting the projects to gain more leverage during the hackathon, just wanted to write here too, since we may be able to help bring some projects to YZi
Here is BNBchain's post too about our hackathon:
https://t.co/qsn2QqYDXB
About prediction market, I shared some thoughts at yesterday's Columbia University blockchain class. Would love to share here:
Prediction is human nature. It’s one of the oldest and most universal cognitive behaviors we have. Life is uncertain — and from the very beginning, humans have sought to know the future. Prediction isn’t new. It’s everywhere, every day.
- Ancient times: people predicted where to hunt — for survival.
- Astrology in Babylon and India: the first systematic prediction framework, observing patterns in the stars.
- Societies: forecasting outcomes of wars, harvests, and births to plan better.
- Dating: predicting future happiness with a significant other.
- Parenting: predicting our children’s needs and reactions.
- Weather: scientific prediction powered by data and models.
- Stock markets: collective forecasting of companies’ performance.
- Insurance: prediction of risk and loss probabilities.
- Even AI models: at their core, they predict the next token, pixel, or action.
Building a product based on human nature, first principle thinking. The opportunity is massive.
But what’s left to build?
With strong incumbents like Polymarket, is there still room for innovation?Absolutely. The space still has clear gaps — and therefore, opportunities:
- UMA’s Optimistic Oracle (OO), which Polymarket depends on, is decentralized and transparent but slow (24–48h resolution). Opportunity: domain-specific or AI-assisted oracles for faster, contextual resolution.
- UMA OO can be vulnerable in low-liquidity, low-attention markets. Opportunity: build cross-protocol incentive layers to reward honest disputes, or autonomous dispute-bot networks to detect manipulation.
- Prediction markets still feel like DeFi dApps: complex wallets, bridging, and gas. Opportunity: leverage account abstraction and gasless UX to make prediction markets feel like normal apps.
- Polymarket covers only well-defined, publicly verifiable events. Opportunity: solve for subjective or multi-stage predictions
- Liquidity is spread across many small markets. Opportunity: aggregators, routing layers, or AMM-style liquidity pools to concentrate and reuse capital efficiently.
We also learned a lot from the founders we talked to, we ask why and how, and learn their brilliant mind, vision and values (the beauty of our job ^_^).
Here's one:
"TikTok is becoming the next universal prediction market. In some way, every scroll, every like, every share — is a bet on what others will find valuable next. That’s how big the opportunity really is and why we decided to work on this."
And another one:
"The beauty of prediction markets lies in their duality — they are living content and precise market instruments at the same time. It’s rarely a single clever mechanism or a viral go-to-market that determines success. Instead, it’s about continuously orchestrating the organic (human behavior, narratives, attention) and the inorganic (protocol design, incentives, liquidity) parts of a complex system. To sustain that orchestration over time, a team needs more than technical skill — it needs a refined taste for complexity."
With the respect of Polymarket's founder Shayne Coplan, who was inspired by economic theories around information aggregation, decentralized systems, and especially the concept of futarchy (Robin Hanson). We also see the Big Picture -
The "next Polymarket" could be emerge by abstracting crypto complexity, expanding byond binary bets, and owning its data + oracle layer - becoming a prediction infrastructure stack rather than just a betting site.
If you're the building naturally curious about solving problems in this broad direction, welcome to join EASY Residency - Apply here: 👉 https://t.co/0HNsS6b26c
@cz_binance We have a prediction markets hackathon starting soon powered by @BNBCHAIN and many other key names
We can add this prediction market specific oracle, as CZ's choice into the hackathon as a leg if you like CZ
Starting the hackathon next week
https://t.co/3UCC6qwK0v
Calling all builders to join the @SeedifyFund Prediction Markets hackathon!
Grab your chance to build the future of onchain forecasting on BNB Chain.
Apply below 👇
https://t.co/QhgBF0V7P9
@SeedifyFund I came across $SFUND from a video from JRNY when it was less than a dollar. By the time I managed to get my hands on it I bought when it was $1.01. I was there when everybody was panicking and I bought my biggest bag at $0.29. It was that purchase that allowed me my life today.