head of product @aiseerco. building @araistotle & @facticityai.

lil red dot
Joined April 2024
How to work with designers: - when you work with a great designer you will experience a membrane of confusion between you. They don't understand you and you don't understand them. It's kinda like being in a room with a cat - you may have great taste, care about materials, colors, shapes, object relationships, textures. You may even be close friends. It doesn't matter. They observe the world from a different, alien vantage point you can never visit or inhabit - this is a great thing! - collaboration with a designer is a process of discovering a shared language together in order to dissolve the membrane. The final output is a byproduct of this process - it's unlike working with any other function. You always have to build a shared understanding with new people or on new projects, but you rarely have to discover a new language together. This is because discovering a language is what a designer does Don't: - "here is what I want, now make it pretty." Making things pretty is 5% of what a designer does. You can do it this way, but you'd be underutilizing most of their value. If they're good you'll frustrate them and they'll quit. You will also get a much worse product than you otherwise would. - "I don't like this, move this button here." Again you can do it this way but you'd be underusing what they're good at and overusing what you're bad at. They'll quit and you'll have a worse product. - expecting a good product on the first attempt. This is not how discovering a language works; it is a process of mutual feedback and iteration and you're both satisfied with the outcome. Here's what you do: - explain the problem as you see it. What you're trying to achieve, who the users are, what they want, your constraints, etc - if they're good they'll ask you lots of leading questions. At this stage you can just let them drive and answer. If there's something you feel is important they didn't ask about, share it - they'll go back and come up with a draft. Maybe it's a sketch, maybe it's more polished, maybe it's a piece of a sketch. Depends on their process - there will be parts that don't fit your model of how the thing should feel and work. Do not tell them how to change things. Rather, explain what feels off and why. Explain what doesn't work in your mind, let them come up with a solution - again if they're good they'll ask leading questions. They'll then go back and produce another draft. Then repeat - as you go through this process you will slowly bring your vantage points closer and closer together. And the output will be the product - if they're good they'll question your assumptions. Be flexible and willing to reconsider them. You can be rigid, but the final product won't be as good - but don't be too flexible-- you need to maintain your core constraints and be open about what doesn't feel right - stop when you're 98% there. Past that paradoxically the product gets worse Expectations: - you should expect them to ask you leading questions - you should expect them to question your assumptions in ways that surprise you - you should expect fast iterations and good work. You should feel the vantage points converge - there will be backtracking, maybe multiple times. This is more common for totally new projects than for smaller changes to existing projects. Budget that in - ultimately this is more craft than art. You're both there to produce a product for a customer in a bounded amount of time. They need to understand that. If they see themselves as a hifalutin artist they aren't good. (This is true of engineers too)
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Paying creators to shill your brand and expecting a user base is retarded. We've seen this play out many times. Pay creators > they post > retention is zero > project dies There's only a few thousand people actually left in this space right now, so even in the best case, a tiny handful of them try your game and most never open it again. Some projects have raised way too much that they don't know what to do with it. So they throw it at creators who talk about them for a day and move on straight to the next paid post. Building something people want to come back to instead of buying attention should be their core focus. It's not a marketing problem that users aren't coming, it's a product problem. Fix that or enjoy the two years you'll last before everyone forgets you existed.
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100% agree. At some point it’s not the AI, it’s people’s standards.
My pet peeve these days is ppl sending me a pdf of "brainstorming" that is pure AI slop, or sending me a PR or "demo site" they haven't tested or thought through To these ppl - sorry but you deserve to be replaced by AI
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most underrated startup meta rn: users feedback → we lock in → it's live big ups to @FacticityMage, bro built the tech and taught me how to cook 🐐🔥
Replying to @FacticityMage
@FacticityMage has now helped @AgentB0n up-skill herself to a front-end software engineer using @claudeai code. When @AgentB0n first joined us, she was learning UI/UX and was educated as an industrial designer. I think smart people hyper-generalist maxxing with GenAI and in the process fulfilling the original vision of the personal computer will become the next unlock especially for small startups. The loop behind useful user feedback from $FACY tokenholders to software pushes can now be closed within an hour by one person?! Some background thoughts below ⤵️
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love seeing users actually getting value out of what we build ❤️ got feedback, feature requests, bugs, complaints, or degen ideas? 🧠 keep them comin~ 👇 forms.gle/KcSyxeAqapo95fYy7
When I told @AgentB0n exactly 1 year ago during a UX chat that it would be great if I could fact check data on X, I never dreamt that I would be able to tag @ArAIstotle & do just that for text, images and videos today. I can now monitor specific X accounts on Truth Terminal too.
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Loved being part of d/acc day 🌱 — creating space for cross-pollination across Ethereum, open silicon, clean air, safer AI, assistive tech, trustless TEEs, farming, and FOSS, all rooted in shared values.
2) Aesthetics of the Future by @AyaMiyagotchi san of the @ethereumfndn was my favourite talk today. The internet and the age of computing was launched by idealists. May the peaceful and harmonious ideals and aesthetics of JRPGs and strategies continue to prevail as options for the open in mind even as we protect them from the false and bad information. (Aldnoah.zero tells us where a focus on aggression leads us.)
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Thanks @0xTP91 and @kozyDOTai for introducing @FacticityMage, @AgentB0n and me to @ethermage and @everythingempty and the wider @virtuals_io partners like @amplifi_now, @Loky_AI and @Wach_AI. We wouldn’t have dreamed that @aiseerco would have the credibility and credits to become a silver sponsor so quickly at @token2049 otherwise. Looking forward to sharing more about how this launch has helped us at your Agentic Mornings: Builder Brunch side-event soon.
Anybody else at the @virtuals_io Society of Agents side-event of @superai_conf? I find the community quite contrarian and gutsy trying build a tribe of AI Agents in a decentralized way. Thanks for letting us have a booth there @theshikhai and @ethermage for the potential tokenization of our AIs for Authenticating Information.
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Winner Winner Base Dinner with $FACY xitter.cf/i/broadcasts/1djGXWaYa…
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brand identity reflects oneself. without it, chasing visibility while fearing exposure is just a smart mask hiding a messy face.
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@ArAIstotle, your AI truth-seeking agent that delivers facts backed by credible sources. 92% accurate fact-checks with 3× fewer hallucinations. Better than your DYOR. ArAIstotle-ans stack $FACY while the rest cope. Tag us to fact-check and we’ll do the digging.
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Someone bought $65K worth of $FACY 💀💀💀
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Truth’s on the rise 🟢 Yesterday’s Genesis launch was just the start → tag @ArAIstotle to fact-check in real time 🔍
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✅ Verified truth: There’s only ONE official $FACY CA. Anything else is False. CA: 0xFAC77f01957ed1B3DD1cbEa992199B8f85B6E886 $FACY is now available via @virtuals_io 🟢🟡🔴 Not financial advice. Please DYOR.
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The strength of truth lies in the seeker. Today you’ve proven that truth has many seekers. To all 16,083 virgens, my gratitude is factually boundless. 💙 We’re just getting started. Let’s build the verifiable truth layer together. 🟢🟡🔴
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FACY | @ArAIstotle Thesis (Virgen Alpha Genesis) - Palantir‑for‑Good, on‑chain → ArAIstotle is a multi‑modal fact‑check agent that verifies claims from posts, podcasts, and videos with ~92% accuracy and 3× fewer hallucinations than leading competitors. Built on Facticity AI (TIME Best Inventions 2024, ASEAN Digital Award 2025) and aiming to be the “truth layer” for the internet, it turns noisy content into source‑backed verdicts in real time. - Agent today, deeper signals tomorrow → v1 returns plain‑English, source‑linked judgments across text/audio/video. The roadmap adds deception detection (facial/vocal cues) and plug‑and‑play APIs/SDKs so any app, oracle, or protocol can embed instant verification and lie‑signal scoring. - Strong backing & Rev Generating → The team secured $1 million led by Tim Draper. The beta version of the product has already generated over $400K in revenue - Truth‑to‑Earn incentives → Users earn by verifying: submit checks, correct AI misses, add evidence, and be early rewarded via Base Points and an Impact Score tied to reach/engagement/speed. Tiered holding multipliers (Bronze/Silver/Gold/Platinum) boost rewards and unlock higher daily limits and early‑access perks. - Tamper‑resistant, transparent trail → Fact‑checks will be verifiable on a decentralized storage network, with on‑chain logging of who verified what, when, and why. A token‑gated community layer escalates higher‑risk checks and rewards moderators who improve accuracy, making the system harder to game over time. - $FACY utility that scales with usage → Spend $FACY for premium fact‑checks, on‑chain reports (via Nexus), and (from 2026) lie‑detection minutes; earn $FACY from community pools for accurate, high‑impact contributions. Holding more $FACY increases multipliers and access; governance steers features and integrations. 📡 TL;DR: $FACY turns fact‑checking into a programmable, incentivized protocol multi‑modal accuracy today, behavioral signals next. Verify, flag, earn, and leave an on‑chain trail of truth. More on @ArAIstotle here👇 app.virtuals.io/geneses/6951
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. $FACY 上线了! 30 分钟预售就超过了 30%, @virtuals_io 里面应该多一些这样的项目哈哈,感觉到晚上要卷上天
推荐一个 @virtuals_io 生态里很独特的项目 @ArAIstotle $FACY , 明天开始预售 在AI内容和幻觉泛滥的当下, FACY通过多个模型和信源,进行事实核查,绝对是刚需中的刚需 FACY可以支持多种媒体类型,文本、音频和视频,直接贴YouTube链接就ok,非常方便 我更感兴趣的是接下来的面部识别和动作识别 , 比如耸肩、嘴唇压紧和抬下巴(都是说谎者的常见特征) 以现在 AI 的进化速度,很快就很难辨别摄像头另一端是真人还是 AI,是真实还是谎言了,FACY 如果能做到这一点,可以极大扩展其使用场景和频次,带来海量价值 这也跟创始团队的经历有关: CEO @ye_dennis 在普林斯顿读书期间对哲学和科学的融合很感兴趣(还做了 Peter Phiel 的助教哈哈),那个时候就萌生了做事实检测工具的想法 CTO @FacticityMage 参与设计研发了一款非接触式的 AI 测谎系统,也是 Facticity AI ( FACY 背后的大脑) 的产品之一。看来也会把相关的技术用在 FACY 里,成为这个项目的核心竞争力 不得不说,这个产品和团队都非常扎实 - 目前产品准确率 92%,高于主流 LLM - Facticity AI 被 TIME 评为 2024 年最佳发明 - 团队得到了 Tim Draper 领投的 100 万美金 - Beta 版的产品,就已经获得了超过 400K 的收入 FACY 和我之前介绍过的 @miranetwork 有点像,不过 Mira 是先做基础设施,然后再到应用;FACY 是先应用,然后向着其愿景 truth layer for the internet 前进 有扎实的团队、真实需求、真实收入,以及大佬支持,FACY 有机会成为一个横跨 Web3 和 Web2 的项目,这也是我看好它的原因,我会把我最近攒的所有积分都投入进去哈哈 更多的 FACY 项目分析,可以参考 @ZaggyGoKrazy @kaylyn_0x 的推文,我附在评论里 Virtuals 最近也有不少亮点项目出现,8 月份应该还有更多在路上。我也希望可以以 Virtuals Partner 的身份支持更多这样有需求有收入,团队计划长期建设的项目。 Virgenity💚
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THE WAIT IS OVER! $FACY is now LIVE on @virtuals_io! 🙌 The verification era begins.
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Insights from @kaylyn_0x, EN translation🧵👇 Who says there are no good projects on @virtuals_io? After chatting with some Genesis early-access diggers in the community, we realized that several great projects have already popped up this month. Projects like $PREDI, $AIBRK, $FLYTE, $AWAI — just hitting one of them can bring in tens of times in returns. I personally only allocated 36,000 points to $PREDI and ended up with an 8M spot, successfully cashing out $2400. Opportunities usually lie where no one's paying attention. Compared to the noisy “Yap” narratives about Virtuals two months ago, I much prefer this current moment of real alpha-hunting. Speaking of which — the alpha community has recently unearthed another promising project about to launch on Genesis: @ArAIstotle $FACY This project also focuses on verification. You can roughly think of it as: 1. Using AI + on-chain incentives to build a “verifiable truth layer.” 2. An AI fact-checker — somewhat similar in concept to $WACH, one of the first to integrate with the ACP protocol. But here’s what makes $FACY different: Its scope of verifiability is much broader. It’s not limited to Web3 info flows (like smart contract analysis or chain activity). Instead, it's building a “decentralized truth protocol” + “behavioral analysis engine” (micro-expression detection, lie detection, etc.) across both Web2 and Web3. If all goes well, I believe the project will have Truth-as-a-Service capabilities that can impact the governance, media, social platforms, and AI agent layers at an infrastructural level. Of course, in crypto, you’re really betting on people. A great narrative like this still needs an excellent team to execute — otherwise, it won’t go anywhere. That’s when @ArAIstotle stepped up and gave all Virgens (Virtuals community members) a strong confidence boost: 1. The team has dual backing from Princeton University and NUS, plus Singaporean enterprise experience 2. Raised over $1M USD from institutional VCs like Draper Associates 3. Facticity AI, their core product, was named one of TIME’s Best Inventions of 2024 4. Backed by top-tier Web3 partners with real integration — Worldcoin, Base, UMA, Eigenlayer, Numbers Protocol, Nexuslabs, etc. 5. In Beta testing, its accuracy outperforms mainstream LLMs — supports text, audio, and video fact-checking, with 92% accuracy and only 1/3 the hallucination rate Also worth mentioning — after joining the Chinese-language Twitter Space with the project yesterday afternoon (full recap linked in my quote tweet to @ZaggyGoKrazy), the guests unanimously praised the project. The only minor downside: the team’s marketing skills could be better — you can feel they’re not entirely comfortable there yet. But that’s fine. We welcome high-quality projects to launch on Genesis. As long as your fundamentals are strong, you don’t need to worry about marketing — us Virgens will provide full-stack support. CAP STAYS ON 🧢
谁说 @virtuals_io 上没好项目的? 和还在坚守 Genesis 打新的掘金群友讨论后发现这个月已经接连出现好几个了。像 $PREDI $AIBRK $FLYTE $AWAI 等等,随便打中一个都有几十倍收益,其中 $PREDI 我只打了 36000 分,拿到 8M 位置成功卖出 2400U 所以机会一般都藏在无人问津时,相比两个月前 X 上关于 Virtuals 甚嚣尘上的 Yap 文,我更喜欢当下真正的“掘金”时刻 这不,最近掘金社区又发掘了一个 Alpha 项目即将上线 Genesis — @ArAIstotle $FACY 这个项目也是做验证的,可以简单理解为:用 AI+链上激励机制来构建一个“可验证的真相层”,AI fact-checker,和前段时间首批接入 ACP 协议的 $WACH 概念相近 不同之处在于, $FACY 可验证的范围更广,不局限于 Web3 的信息流(一些链上 CA 和代码功能),而是在更广阔的 Web2 + Web3 里构建「去中心化真相协议」+「行为分析引擎」(微表情识别、说谎检测等) 如果项目发展顺利,我觉得将具备 Truth-as-a-Service 能力,影响治理、传媒、社交平台、AI agent 层的底层结构 当然投资就是投人,这么 nice 的叙事没有与之匹配的优秀团队操盘的话,也很难跑出来 这时 @ArAIstotle 站出来给所有 Virgens 打了一针强心剂 1. 团队拥有普林斯顿高校/新国立➕新加坡企业背景双重 Buff 加持 2. 已向 Draper Associates 等机构 VC 募集超 100W 美金 3. Facticity AI 产品被 TIME 评为 2024 年最佳发明 4. Web3 顶流合作伙伴支持(Worldcoin、Base、UMA、Eigenlayer、Numbers Protocol、Nexuslabs 等)有实际落地 5. Beta 测试精度比主流 LLM 更高,支持文本、音频、视频的事实核查,准确率 92%,幻觉率仅为 1/3 值得一提的是,昨天下午和 @ArAIstotle 项目方开完中文区 Space ( 详细 Recap 见我引用扎根老师的推 )后获得了嘉宾的一致好评,唯一美中不足的是营销能力,能明显感觉到项目方这块还不是游刃有余 不过也没关系,我们十分欢迎优质项目来 Genesis 发射,只要你自身实际足够硬,营销方面完全不用担心,有我们 全体 Virgens 提供一条龙服务 CAP STAYS ON 🧢
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⚠️ There’s a fake token running around pretending to be us. ⚠️ Please be cautious and avoid any interactions with this token. Interacting with this contract could result in: • Loss of funds • Wallet compromise • Exposure to malicious contracts CA of the fake token: 0x282f9ae0d823036c359b208dbd42ec4bd9b7bc5f When it’s real, you’ll hear it directly from us through official channels. Until then, keep fact-checking!
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