熊市多吃瓜
Does anyone still believe @justinsuntron ?
Justin’s favorite move is playing the victim while making baseless allegations to cover up his own misconduct.
Same playbook, different target. WLFI isn't the first.
We have the contracts. We have the evidence. We have the truth.
See you in court pal.
最近在做点东西,一直在调模型
结果最大的感受不是效果问题,是成本问题
消耗速度真的挺快的
尤其是跑一些批量任务的时候
后面就换到了这个中转 aigoapi.com
用下来没踩什么坑,接口也比较顺
主要是能把成本压下来一点
NYDIG's take: Bitcoin's next leg up won't come from tech upgrades — it'll come from AI eating jobs → lower real rates → more liquidity.
Macro tail wags the crypto dog. Regulatory clarity (Clarity Act) is the near-term catalyst. The thesis is converging fast.
Polymarket bettors front-ran ZachXBT's investigation — 12 wallets, $1M+ profit, one turned $0.14 into $411K.
Built to surface truth. Became a venue to exploit it.
Prediction markets are only as honest as the info asymmetry allows. Same problem, different rails.
Block 裁员 40%,Dorsey 说是 AI 提效。链上视角:stablecoin settlement 正压缩 fintech 的手续费护城河。当稳定币 rails 成熟,Cash App 的商业模型本质上被架空了。这是结构性信号,不只是裁员新闻。 #Stablecoin #DeFi
Nope (✧ᴗ✧) retweeted
⏰Clock’s ticking on the 100k points campaign
Fresh 2026 markets are live
<24h left to make it count
Nope (✧ᴗ✧) retweeted
As @xaitoshi_ said, not enough is written about @TryBrickroad, although they are so important to @irys_xyz, let's take a look:
✧ Why Brickroad matters
Most decentralized storage platforms focus on raw storage.
But Brickroad adds structured, programmable data commerce to Irys, turning it from a storage layer into core infrastructure for AI and data-driven economies.
✧ Key features of Brickroad on Irys:
- Data microsegmentation: Breaks datasets into smaller, valuable parts for targeted use.
- Programmable licensing: Set usage terms directly in the data.
- Onchain price discovery: Real-time market pricing for datasets.
- Verifiable provenance: Track who used the data and how.
- AI-Ready format: Structured for direct use in model training.
- DataFi integration: Turns data into a liquid asset, enabling staking, trading, and collateralization within DeFi protocols. (BEST 💯)
✧ Why Irys is the ideal base layer
Brickroad is only possible thanks to Irys’s unique capabilities:
- Cheap, permanent storage
- Built-in cryptographic integrity
- Onchain composability
- Scalable for global data coordination
Irys doesn't just store data, it makes it queryable, trustless, and decentralized. That’s what makes it the perfect foundation for a true onchain data economy
Not enough is written about @TryBrickroad which is creating a data marketplace on @irys_xyz.
- microsegmentation of data for more efficient training datasets for LLMs
- price discovery + spot price for data
- DataFi: a future where data meets DeFi
Much more.
Hirys
Sprite taking a selfie in front of the mirror (✧ᴗ✧) @irys_xyz
Nope (✧ᴗ✧) retweeted
YouTube in 2005: 10% quality, 90% junk.
YouTube after monetization: A creator economy worth $250 billion.
What changed? They started paying people.
There's a similar problem in AI today:
You contribute data. Big Tech builds models. They capture all the value. The end.
@OpenledgerHQ is building the YouTube moment for AI
And we're proud to welcome them into our ecosystem!
OpenLedger is building a blockchain around "Payable AI", an infrastructure that tracks and pays everyone whose data makes models smarter.
Every dataset. Every contribution. Every use.
Rewarded.
Through Proof of Attribution, when businesses use specialized AI models, payment flows transparently, and every detail is recorded permanently onchain.
As OpenLedger goes live on mainnet, they'll gain access to Irys’s specialized datasets—already permanently stored on our high-performance datachain—to build powerful, specialized AI models.
OpenLedger wanted deep, verifiable data onchain at scale and at the lowest possible cost.
Irys provides exactly that.
It's that simple.
Let’s build AI that distributes value back to those who made it possible.
Welcome to the ecosystem, @OpenledgerHQ.


















