Sofia Yan @sofia_numbers
Interested in humanity, new tech, data right, and cats. #dataright #startuplife #catlover co-founder & CGO of @numbersprotocol, evangelist of @captureapp_xyz sofiayan.cc Taipei City, Taiwan Joined March 2012-
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"RWAs" are more than just financial instruments, they are our photos, documents, and creative work. This week was a powerful reminder of why we build @numbersprotocol. Digital truth is something we can all point to. Check out the weekly summary: docs.numbersprotocol.io/introduction/w…
Saturday morning with the fam at C-Lab to check out @numbersprotocol exhibition by @sofia_numbers 🔥🔥
Happy Friday! February is starting so fast. @numbersprotocol had a big week with our VIP media event and joining the x402 ecosystem. I am also heading to Taipei for our community event this weekend! 🇹🇼 Check out our full monthly wrap-up here: docs.numbersprotocol.io/introduction/w…
The shift from "Eyeball Economy" to "Machine Economy" is happening. Join us to see how we use ERC-7053 & @C2PA_org standards to let AI Agents pay for what they consume. RSVP here: accu.ps/M8hud9
Big milestone for @numbersprotocol next week! After being cited in the U.S. @NIST AI report, we're finally unveiling the commercial application of our tech: The x402 Protocol. We're hosting a live demo + panel in Taipei on Feb 3. Taipei friends, join us! 🇹🇼 Details 👇
On-chain Provenance: asset.captureapp.xyz/bafybeifxac4zx…
Happy first Friday of 2026! Here's my special New Year audio weekly summary of @numbersprotocol, recapping 2025 & sharing the plan for 2026. Let’s make Jan a strong start & make 2026 the year we scale trust for everyone! Text letter 🔗docs.numbersprotocol.io/introduction/w…
AI isn't in a bubble, it's in a buildout. VC dollars are chasing models, but the durable moats are picks-and-shovels: verified data pipelines, compute liquidity, and distribution. In this cycle, provenance is alpha. news.crunchbase.com/ai/big-funding… via @crunchbasenews
Phase change: EU AI Act is shifting AI from policy talk to enforcement. Proof > pitch decks. If you can’t show data provenance, eval results, and audit trails, you can’t ship at scale. You ship risk. rf: thedotmagazine.co.uk/ai-news-decemb… #EUAIAct #AI #AIGovernance
If AI cannot read your content, you are invisible. If AI reads your content for free, you are unpaid. Just published a guide on @numbersprotocol blog about #GEO & how to turn AI ingestion into a revenue stream with x402. Full guide 👇 numbersprotocol.io/blog/seo-is-de…
From Proof to Paywall, now with provenance. We turned our @aaja @numbersprotocol panel into a quote-level provenance page: each line linked to timestamp, speaker, and on-chain proof. Check it on-chain👇 numbersprotocol.github.io/numbers-ama/we…
TGIF! Sofia here with our Dec wrap-up from @numbersprotocol Highlights: - ProofSnap live - ERC-7053 + NIST - A.V. Mapping + Hela - “Warm AI” talk Tomorrow: AAJA Asia fireside (Dec 6, 14:00–14:45 UTC+8) aaja-asia.org/surviving-the-… Full letter 👉docs.numbersprotocol.io/introduction/w…
In an AI-saturated news cycle, trust isn’t a “nice to have” anymore, it’s infrastructure. Excited to moderate this @aajaasia × @numbersprotocol fireside chat on how provenance and smart licensing can help journalism survive the AI flood. Register here: aaja-asia.org/surviving-the-…
AI made content cheap. That means trust got expensive. Journalists are being asked to defend authenticity and chase licensing payments in a world optimized for copying. So we’re doing something simple, putting the whole ecosystem in one room: creator, ethics, and platform, all
1/ The real problem with AI isn’t that it “steals images.” It’s that high-risk, high-skill work, like reporting, photography, and creative IP, that gets sold once, too cheaply, while platforms and models keep compounding the value.
EU just put $1.1B behind an "Apply AI" strategy and advanced AI Act guidance. Translation: compliance becomes a feature. Builders who ship provenance and audit trails win distribution; everyone else ships liability. Data lineage is table stakes. #AIAct #Provenance
TGIF! Sofia here with our 1st Nov wrap-up from @numbersprotocol Highlights: - Shared our early story - New brand look & video - Talks on accountability & provenance with MossAI - Shoutout to @CryptoTiMb3R for breaking down open standards. Full letter👉docs.numbersprotocol.io/introduction/w…
Google research is collapsing the gap between tokens and reasoning. Musk targets brain implants by 2030. The curve: cloud → edge → cortex. Solve provenance, safety, and rights now. Or we ship bugs into brains.
@numbersprotocol 😂 I DO need to be on the email tho. Did you get approval for this?
AI slop will be a big problem now...
#DYK This video was created 3 months ago, and even then it looked realistic. Fast forward to today: we have Nano Banana and AI that can edit images with precision and make them look VERY real. It will only accelerate from here, because almost no one checks where it came from.
Love our new intern, witty guy.
Intern is clocking in for another X Space on building in Web3. Wdym being an intern is not about building? it definitely is.
ΜΙΚΕ• @zr_mike_
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MemeDNA @memednaapp
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Ahmed El Melegy || GH... @BlackRoseGHI
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SuperAiden ♨️♨�... @SuperAiden_
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B1-27 @BeesKnees127
5 Followers 49 Following Welcome, I hope you all learn to get along. I’m here to observe and learn through your mistakes. Have a good night.
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Numbers Protocol @numbersprotocol
164K Followers 682 Following Open & decentralized network. Ensure provenance for all digital media created by humans & AI.｜Powered by $NUM https://t.co/UbiUUpbSqc
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vex @vex_solana
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Crypto🌲TiMb3R @CryptoTiMb3R
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AI Gen Artwork @AIGenArtwork
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950 Followers 497 Following “To change something, build a new model that makes the existing model obsolete”. Working on https://t.co/xDrBIZhd8Q
Kwangyin Liu 劉光�... @kwangliu
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Mike Futia @mikefutia
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Max ✦ @MaxVOAO
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Mani @ManiMalarvannan
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Numbers - Build in Pu... @RealNumbersHQ
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briankrebs @briankrebs
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WEB3+ @web3_plus
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666 Followers 2K Following Research and Product at @grayscale Prev VC at https://t.co/JUtkZ0di2A | https://t.co/PbetdAppFO Opinions are my own. Disclosure: https://t.co/d1OPIuHW90
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