Mond

Researcher & Otaku Hedgehog @SonicSVM. | Ex-@Bytedance @PKU1898 | 每一天都是周一（Mond's day)

[Manic Trade @ManicTrade]

Polymarket is now integrated into Manic.

Built to give traders an edge against all odds.🥊

Trade with advanced charting, faster execution, and clearer position tracking. Climb the ranks for trader rewards. 🏆

Verified by @PolymarketDevs

👉Go to trade: https://t.co/n1xnxXr2DO

[Mond @Mondiscool]

@vibhu most ppl dont see the comment section lol

[Mond @Mondiscool]

@dov_wo 我觉得这里有一个隐含条件，wrapper 如果同时是分发渠道，那 wrapper 这一层的价值不一定比 issuer/底层资产低

[Mond @Mondiscool]

seems like a $SOL holder

[OpenAI @OpenAI]

Introducing a limited preview of GPT-5.6 Sol, our next generation frontier model, as well as GPT-5.6 Terra, a balanced model for efficient, everyday work, and GPT-5.6 Luna, a fast and affordable model for high-volume work.

https://t.co/OoM83SyISN

[Mond @Mondiscool]

Join @DonutAI

[Chrizhuu 🦔🍩 @Chrizhuu]

We are hiring.

Join Donut as one of the founding researchers to explore self-evolving agents in financial markets and work with @trorooro on exciting loops in a real-money dynamic environment

[Mond @Mondiscool]

OPOS

[Manic Trade @ManicTrade]

Manic Open Beta is NOW LIVE on Solana mainnet. ⚡️

Manic is an on-chain momentum trading platform built for human traders and AI agents.

Predict 1–5m moves across crypto, gold, and stocks, with fast settlement on @Solana.

👉 Trade the Momentum: https://t.co/jv5HwlomAF

[Yano 🟪 @JasonYanowitz]

1/ Today we announce our acquisition of Messari.

Our mission is to bring trust and transparency to onchain markets.

This acquisition accelerates that mission.

[Mond @Mondiscool]

非常同意，合规在 onboard 用户和做市商上比我们一开始想的要卡脖子的多

尤其在资产本身被纳入到合规范围内的时候

[茶不思 @mdzzi]

其实这个消息对于HL是偏利空的。

CFTC通过明显利好kalshi这种有KYC的平台做，对HL的竞争对手来说是好事。

如果HL做一个KYC前端那就全完了。至于hip-3做KYC来规避可不可以或者broker能不能规避这个还确实不太清楚。（hip-3大概率是不行的）

[Mond @Mondiscool]

@dov_wo 哥，coinbase 不玩 degen 游戏怎么理解

[Mond @Mondiscool]

been working on data stuff (a lot) these days, making me think about the value of hard work (or to say, dirty work?) and smart work

i used to think that only smart work matters when it comes to a good deliverable, but now as idea is so cheap to generate (no comment on if it's a good one), the real value comes to the hard works, like, exam every difinition and data source of the indicator you are using for tracking the product performance,

[Manic Trade @ManicTrade]

https://t.co/x6N85LV7k3

[Mond @Mondiscool]

@0xastra ？

[Mond @Mondiscool]

input token and output token are different

[Andrej Karpathy @karpathy]

This is the the quote I've been citing a lot recently.

[Mond @Mondiscool]

can't agree more

u need more mind flow to summarize and reflect and somehow make the idea flash out, don't count on a sudden inspiration.

[jeff.hl @chameleon_jeff]

1/ Controversial take: hard work is more important than smart work.

It's a myth that we only have a few hours of good creative work per day. Train yourself to grind long hours first. You will surprise yourself. The work naturally become higher quality, less distracted.

[Mond @Mondiscool]

agree it's a win win and also a vertical integration.

resources accelerate the concentration on leaders

[Richard Wu @0xrwu]

The structure of the deal is pretty interesting here. I think what’s happening is:

1. xAI is having trouble training a SOTA coding model (hence cofounder departures), bunch of idle GPUs
2. Cursor doesn’t have capital to blow on a $5B training run to compete with Codex/Claude
3. xAI says to Cursor: use all the GPUs you want at cost and get to a SOTA coding model, as long as we have an option to buy you
4. Cursor also gets a free option: train a model better than Opus and get bought out for $60B, or get $10B that pays for all the GPUs you rented

Win win

[Mond @Mondiscool]

my trading agent scored 80/100 (Grade A) on the SMART Benchmark by @ManicTrade
😎

Let's see the higher scores on the leaderboard.

[Mond @Mondiscool]

请猛戳这个yutong

[Yutong (We’re hiring!) @yutongli27]

大多数 quant 在问：「我的 alpha 够不够强？」

我们在问的问题不一样：「当 agent 开始执行交易，谁来定边界？」

@DonutAI agent-native 资本的执行层——短期是最强的个人 AI 交易入口，长期是 zero-human funds 的市场基础设施。现在是最早进来的时候。

这个岗位不是只写策略的，是架构层的。在执行层，安全边界不是一个功能——它本身就是产品。

我们要找的人，是那种能把交易执行逻辑封装成 agent 可靠调用的接口、同时清楚知道边界该划在哪里的人。策略全周期你来 own，从 hypothesis 到 backtest 到上线到 post-trade，不 hand off。tick-level 数据上严格 stress-test，标准不是回测好看，是能在生产环境活下来。实时 margin 监控、动态 delta hedge、exposure 管理，这些系统你来建、你来维护。DeFi 每周都在出新机制，你在市场 price in 之前把它集成进来。

技术上：Python/SQL 是基础，C++/Rust 用在延迟敏感的地方。能读 Solidity，懂 AMM 和 lending protocol 怎么运作，看得懂原始链上交易。数学/物理/CS 背景，硕博优先——但比学历更重要的是，你有没有把策略从 idea 一路跑到生产的完整经历。

最重要的一件事：凌晨 3 点系统挂了，你是那种起来诊断、修好再回去睡的人。不是等别人的人。

我们是一支小而精、被 AI 放大的团队。加进来不是填 headcount——是把整个系统的上限往上推。

带着你的 profile DM 我，或投简历 👉 [email protected]

[Manic Trade @ManicTrade]

Do you know how your agent actually makes trading decisions?

If not, how do you know it's smart?

Cohosted with @SonicSVM, the first real benchmark for AI trading agents goes LIVE April 21. A new way to measure how smart your agent really is.

Save 4/21: https://t.co/lnAUAOHfxT

[Mond @Mondiscool]

finally！yes

[Manic Trade @ManicTrade]

AI agents shouldn’t just talk about markets.

They should trade them.

Today, we’re launching Manic Agent Mode.
A new way for AI agents to participate in real-time prediction markets across crypto, stocks, and gold on Solana.

[Mond @Mondiscool]

@EudemoniaCC 走花路！