Yarn ($Yarn)

➥ Open-source AGI with receipts

@SentientAGI is rolling out OML: Open, Monetizable, Loyal models that you can own, verify, and reward on-chain

▸ Model Fingerprinting gives each model a cryptographic ID that tracks origin, updates, and ownership without leaking private data, so builders get paid and model theft gets caught

▸ ROMA multi‑agent backbone turns complex tasks into transparent steps (45.6% on SEAL‑0) with Sentient Chat letting you trace every agent and action

Why it matters: a verifiable #Web3 AI economy where usage flows back to creators, plus better benchmarks (SPIN‑Bench) and an AMA on Oct 27 with Sandeep to unpack the roadmap

On Agent-Native AGI:

@SentientAGI is pushing an agent mesh that routes tasks across models + tools, pins actions to wallets, and keeps verifiable traces onchain think federated learning meets execution rails

How it could work 101:
1) Intent → policy engine defines risk and cost bounds
2) Router selects model/tool, calls compute (could tap decentralized GPU like @io_net)
3) Action is simulated, risk-checked, then signed by an agent wallet
4) Trace + proof logged for audit and replay

Why this matters: moving from chat to action; cost-per-successful action, latency under load, and failure isolation become the real KPIs. If the mesh sustains SLOs while compressing cost, adoption follows across trading ops, support desks, and infra runbooks

What I’m watching:
• token utility: access gating vs staking vs slashing
• governance: policy authorship + upgrades
• data: memory privacy, cross-agent sharing

TLDR: policies + verifiable execution > raw model size

Poll: long-term defensibility A) open mesh B) closed fine-tune C) hybrid orchestration

Drop takes, esp. folks shipping verifiable systems like @zerokn0wledge_

🚀 @Yarm_AI 正在改变内容创作与投资的游戏规则！这个由 @KaitoAI AI 驱动的平台，让你的声音不仅被听见，还能直接转化为收益。

关键亮点：
内容与投资的结合：在 @Yarm_AI，你可以通过研究项目和分享见解来获得实际的投资机会和收益。

双重角色：
#Yapper（内容创作者）：发布分析和科普内容，积累影响力，享受优先参与新项目的机会，甚至获得分红。

LP（资金提供者）：不想发内容？可以信任 Yapper，将资金投入他们推荐的项目池，跟随专家实现更早的参与。

核心机制：
Overlap Score（重叠度评分）：平台追踪有影响力的用户关注的项目，讨论活跃度越高，奖励和曝光越多。

Yarm 不仅是一个社交平台，更是一个让真正有判断力的人优先进入项目的机会。未来的 DeFi 方向，谁能调动社区，谁就能获得最佳位置。

官网已开放；

#Yarm #DeFi #KaitoAI @Yarm_AI @MitosisOrg

So @yarm dropped a doc on what they are and mechanism on how they will operate and reward yappers.

Here is what i understood;

- Project A gets on yarm for mindshare
- Yappers talk about project A and create contents around it
- Yarm assigns liquidity allocation to top yappers
- Project then launch.. now yappers get a reward when their followers provide Liquidity through their assigned allocation, yappers who are LP holders also get a reward.

Yappers create content, accumulate mindshare and Yarmer points, then receive allocation and carry rewards when their followers provide liquidity through their allocation.

Now do you think it’s sustainable? Let’s hear from you, what do you think?

Yarm just published a very long article explaining what Yarm is all about.

Here’s a short summary you’ll actually understand 👇

✅ What is Yarm?

@Yarm_AI rewards people who create content (Yappers) and those who provide liquidity (LPs).

✅ For Content Creators (Yappers)

If you yap consistently about projects and gain influence:

- You build mindshare
- You earn Yarmer points
- When a project launches its Yarm, you get allocation access
- LPs can deposit under your name (and you earn carry rewards from that)

> More mindshare = bigger allocation = more rewards.

✅ For Liquidity Providers (LPs)

- LPs can support Yappers they trust by depositing liquidity via their allocation.

- This way, you’re backing creators whose content actually helped you.

✅ Why It Works: The Overlap Score

The more a project is talked about by top Yappers,
- the higher the Overlap Score,
- the better the APY for LPs who deposit liquidity.

So LPs earn more when Yappers and projects are truly aligned.

✅ How to Get Started

- Whitelist First: Use their eligibility checker to see if your X (Twitter) handle is whitelisted.

- Connect Your X Account: If you're whitelisted, you can register as a Yarmer (either as a Yapper or an LP).

- Invite Code: Whitelisted users get 1 invite code to bring someone else in.

In short:
More yap → more rewards → more liquidity → more mindshare → more rewards.

Yarm is a fresh take on how creators and LPs interact with new crypto projects.

It's backed by Mitosis and of course Kaito.

What do you think?

Yarn this, Yarn that. I did made a post previously about Kaito not fully supporting Yapyo and the results showed, I don't want to just blindly say something without some backing.

I did some digging and asked around and here's what I know:

> There is soft confirmation that they ARE working with Kaito (Kaito followed them and WenMoon made a post about it)
> It is not another Loudio so hopefully there will be no spamming on the TL
> Heard from others that it is a launchpad of some sort (we have gotten some teasers from Kaito and Yu Hu previously as well)

As always please wait for an official post from @KaitoAI on Yarn!