On-chain Analyst / Network Validator

Joined August 2011
Pinned Tweet
More robot data isn’t automatically better. @axisrobotics has collected 500+ hours of human-gated correction data since V2, but in one recent experiment only 161 of 660 corrections actually made it into training. A successful human takeover can still contain hesitation, unnecessary moves or actions the robot never needed to learn. Axis filters that down to short corrections that can prove they turned a failure into something the robot could recover from itself. The interesting part: training on those verified snippets improved performance, while naively training on the full human corrections actually made it worse. Quality of data > volume of data. Try Axis yourself: s.kaito.ai/OM4wyUl
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The journey have just started Rowdies are forging their own path Join the Pack now, you're early 📍 rowdiesrh.xyz
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A new chapter begins on @arc ORIXIANS will become the first official NFT collection to launch on ARC Mainnet and the first collection to power the ORIXA ecosystem Our first sneak peek is here. More traits, lore, and reveals are on the way Testnet Pass holders will need to verify their Pass in our Discord before wallet submissions begin All collaborations, partner allocations, and launch coordination are currently being managed exclusively through our Discord server. More updates soon ⚡
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Every rig owns a wallet. What ends up in it isn't rock and it doesn't have to stay on Robinhood Chain. The seam runs to Bitcoin. Free mint, sealed until reveal → hoodminer.live
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The Peasants NFT an intentionally self-deprecating collection giving away a few WLS. Like, RT, comment wallet (common sneakpeak)
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The next wave belongs to the @RobinhoodApp community. 🐸⚡ WL applications are LIVE! 🔗 WL FORM: forms.gle/BppR4a4xyyU2454n6 🔔 Turn notifications ON. 2,450 PEPEMFERS. 100% FREE MINT. Built for the community. PEPEMFERS are coming to @RobinhoodApp via @opensea The gates open soon. 👀 📌 Want your PEPEMFER before they break loose? Get your wallet on the list. Not every application will make it through. Your PEPEMFER is waiting. 🐸
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I'm shutting down @ToknDeal After a lot of back and forth with myself, I've decided to stop building ToknDeal. For those who never used it: ToknDeal was a trustless P2P OTC platform for NFT trading. Two people agree on a deal, the contract settles it, nobody has to trust anybody. It ran on ApeChain and Ethereum also prepared to live on Robinhood, launched with 0% royalty fees, and had a referral and royalty layer built in so collections would earn from trades that happened outside the usual marketplaces. The stack works. It's live, it's audited by a 3rd party and works cross-chain. So why stop? 1. It never found the users. I believed OTC trading was underserved and that people wanted a trustless way to do the deals they were already doing in DMs. Some did. Not enough. I can build something, but I can't make people want it. 2. Bigger players shipped the same thing. When teams with more distribution and more capital move into your lane, the question stops being "is my product good" and becomes "can I outspend them for attention." I can't, and pretending otherwise would just cost me more. 3. I put a serious amount of time and money into this. Months of building, infra costs, audits, outreach to founders, debugging cross-chain transactions at 2am. It didn't come back. What happens now: If anyone wants to buy the platform, reach out. Contracts, frontend, infrastructure, documentation all of it. It's a working product, not a concept. Somebody with better distribution than me could do something real with it. If nobody does, I'll open-source the whole thing. I'd rather it be useful to builders than sit dead in a private repo. Trustless OTC is still a problem worth solving and there's no reason the work should go to waste. To everyone who used it, tested it, gave feedback, or told a friend about it thank you. That part meant something to me 💙
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✦ Looking for travelers ✦ We are giving away 5 wastelist spots for our upcoming mint on: 04 September 2026 - 10:00am EDT on @opensea Tag 3 real humans that follow us, like and RT (24 hrs)🚩
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NFTs are so back and I’m giving away 2 GTD Zec Bit WL spots! this is the first NFT collection launching on Zcash ecosystem - 3333 supply - minting 9/3 - free mint To enter: • Follow @zec_bit + @AshleyDCan • Like + RT + Drop your ZEC wallet announcing winners in 24 hours!
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抽两个 ZecBit GTD白名单 总量3333 free mint 格局大得很 目前只有白名单可以mint 关注 @0xchubai 和 @zec_bit 点赞 转发 留下Zec i1开头钱包 凌晨十二点开奖 简单介绍一下: ZecBit 是一个基于 Zcash 的隐私 NFT 项目,核心方向是做 Zcash 原生的隐私 NFT 基础设施 + NFT 市场。 它基于 Zcash Shielded Assets,让 NFT 本身可以公开展示,但持有者身份、转账关系和资产归属可以保持隐私。是 ZecBit 相比普通 NFT 系列,同时采用像素风格的原生艺术设计。
MINT ANNOUNCEMENT Thursday, September 3 · 6 PM UTC Supply: 3333 Phases: GTD + WL only Mint price: FREE Final quest: grab your unique PFP and get ready to mint on zcash:native - full details on the site: 🔒 zecbit.io Complete before access closes.
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🎁 ZecBit Genesis 免费 Mint GTD 名额抽奖 抽 2 个 GTD 白名单名额 🎉 @zec_bit 是 Zcash 生态正在推进的隐私 NFT 基础设施项目,目标打造 Zcash 上首个原生 NFT 收藏与隐私市场。 不同于传统 NFT 公开钱包画像,ZecBit 想实现的是: 「资产公开可验证,所有权默认隐私」 收藏品信息可以被验证,但持有人身份、转账记录不会被公开追踪,需要证明时由持有人自主披露。 Genesis 系列: 🟢 Free Mint 🟢 0 Fees 🟢 0% Royalties 🟢 Zcash Shielded Assets(ZSA)技术底座 🟢 主网升级后支持迁移 参与方式: 1⃣ 关注 @xiaoming_web3 & @zec_bit 2⃣ 点赞并转发本推 3⃣ 评论留下你的 Zec 钱包地址 ⏰ 24 小时后开奖 隐私可能是 NFT 下一阶段的重要方向,ZecBit Genesis 作为 Zcash 生态早期探索,值得关注 👀
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Giveaway Time for @zec_bit - 2x GTD Spots The first NFT collection launching on the Zcash Also, thanks for this dope 1/1 ▶︎ Join Now 👇🏻 - Follow: @zec_bit & @polkaguy - Like + RT - Comment Your ZEC Wallet (Use @noir_wallet Extension) Winners will be Announced in 24hrs.
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Giveaway Time for @zec_bit - 4x GTD Spots The first NFT collection launching on the Zcash ▶︎ Join Now - Follow: @zec_bit & @CTClub180 - Like + RT (Must) - Comment Your ZEC Wallet (Use @noir_wallet Extension) Winners will be Announced in 24hrs.
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ZEC BIT WL Giveaway 🔥 The first NFT collection launching on the Zcash ecosystem is here. Supply: 3333 Phases: GTD + WL only Mint price: FREE Date: Sept. 3rd, 6 PM UTC 🎟️ 3 GTD spots up for grabs To enter: - Follow @zec_bit - Like + RT - Drop your ZEC wallet below Picking winners 📌
MINT ANNOUNCEMENT Thursday, September 3 · 6 PM UTC Supply: 3333 Phases: GTD + WL only Mint price: FREE Final quest: grab your unique PFP and get ready to mint on zcash:native - full details on the site: 🔒 zecbit.io Complete before access closes.
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Giving away Zec Bit WL (FREEMINT) The first NFT collection launching on Zcash ecosystem. - 999 supply - Minting 3rd Sept 🎟️ 4 GTD spots up for grabs To enter: → Follow @zec_bit → RT + Drop your ZEC wallet Picking winners soon
MINT ANNOUNCEMENT Thursday, September 3 · 6 PM UTC Supply: 3333 Phases: GTD + WL only Mint price: FREE Final quest: grab your unique PFP and get ready to mint on zcash:native - full details on the site: 🔒 zecbit.io Complete before access closes.
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ZecBit NFT mint date is out I’m giving away a few GTD WL spots to my community FYI, this is the first NFT collection on Zcash, and it’s very hyped - Follow @zec_bit with notis on - Like + RT the tweet below - Drop your ZEC wallet (use @noir_wallet) I’ll choose the winners in 24 hours.
MINT ANNOUNCEMENT Thursday, September 3 · 6 PM UTC Supply: 3333 Phases: GTD + WL only Mint price: FREE Final quest: grab your unique PFP and get ready to mint on zcash:native - full details on the site: 🔒 zecbit.io Complete before access closes.
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Giving away Zec Bit WL (FREEMINT) The first NFT collection launching on Zcash ecosystem. - 999 supply - Minting 3rd Sept 🎟️ 2 GTD spots up for grabs To enter: → Follow @zec_bit → RT + Drop your ZEC wallet Picking winners soon
This quoted post is unavailable.
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GIVEAWAY: 2 GTD SPOTS To enter: • Like + RT • Follow @zec_bit and @Dgenlifestyles • Comment your $ZEC wallet below What better way to start the month than getting in early on @zec_bit the first collection launching on the Zcash ecosystem. Genesis is built around a simple idea: public assets, private ownership. • Art: @z1vex • Supply: 3,333 • Mint: FREE • Launch: Sept 3rd · 6 PM UTC Privacy meets digital ownership. Good luck.
MINT ANNOUNCEMENT Thursday, September 3 · 6 PM UTC Supply: 3333 Phases: GTD + WL only Mint price: FREE Final quest: grab your unique PFP and get ready to mint on zcash:native - full details on the site: 🔒 zecbit.io Complete before access closes.
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Giving away 3 GTD spots for @zec_bit Zec Bit is the first NFT collection on $ZEC Free, 3333 supply. To join: > Follow me & @zec_bit > RT & Drop your Zec wallet adress Ends in 18h!
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X4 GTD For @HypeQuotronsNFT Follow me Tag 2 Like+ RT 1 hour only
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Minted 3 @HypeTerminals yesterday $1.75 > $67 each Gud Tek
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