
Digital Transformation and Real World Applications | Personal views, Professional opinions Advisor: TABEI https://xitter.cf/t.co/32e1aEBNzD Fmr: Partnerships @Cardano_CF
Taipei, Taiwan
Joined June 2020
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Jeremy Firster retweeted
Who is actually accruing the value created in crypto?
This started as a conversation on the @Blockworks TG group with @santiagoroel and a few others.
Venture in crypto has shrunk a lot! and imo the main reason is that on-chain revenue pools have been far smaller than anticipated.
From Blockworks data, total on-chain revenue was roughly $8B in 2025, so I wanted to see how much off-chain/Centralized companies are capturing from this industry by comparison.
So consider the off-chain pool: public companies like coinbase, Gemini, BitGo, Bullish, plus crypto revenue from Robinhood, Galaxy etc and private players like Binance, Tether, FalconX, Anchorage, etc.
The result surprised me: off-chain companies generate ~$70B roughly, consider roughly a range between 60B to 100B, 8.5x more than on-chain protocols and L1s.
To put that $8B in perspective: even if you give on-chain protocols generous 70% EBITDA margins and a 30x multiple, the entire addressable market cap today is ~$168B ($8B × 70% = $5.6B EBITDA × 30x). That's the whole on-chain pie, less than a single mega-cap tech company.
Do the same for centralized companies at a more realistic 40% EBITDA margin: $70B × 40% = $28B EBITDA × 30x = ~$840B of justified market cap. Even with lower margins, that's 5x the entire on-chain ecosystem. And to put even that in perspective: the entire centralized crypto industry, all of it combined, is basically worth one OpenAI or Anthropic.
The breakdowns are telling too. On-chain, L1/L2 chains take almost half the pool (~49%), with launchpads/trading apps and DEXs/perps splitting most of the rest. Off-chain, it's exchanges and brokers dominating at ~66%, with stablecoin issuers second at ~19%, everything else (market making, payments, infra, asset mgmt) is single digits. Both worlds are extremely concentrated at the top of the same funnel: trading and the rails to do it.
From a venture perspective, you were often better off investing early in L1s and traditional exchanges than in most tokens. It was a bit simpler than we thought.
To me the common denominator: off-chain companies sit much closer to the end user than protocols and L1s. They own that relationship and monetize it well. They abstract away crypto's complexity: trade, stake, store, manage without ever touching a coldcard or metamask app and people pay up BIG for that.
On-chain is clearly in a bear market, but the lesson for protocols, L1s, and on-chain primitives is to build and verticalize more. Get closer to the end user.
One caveat: this is an approximation, done with Claude's help. Many of these companies don't have public earnings, so the private side (Binance, Tether, and especially "other private") is mostly an educated guess. Directionally though, the gap is hard to argue with.
Jeremy Firster retweeted
CT missed the most important earnings call of the week. It wasn't a crypto company. It was @Cloudflare
Everyone caught the wallet announcement. The real alpha was in the call itself.
Today Cloudflare monetizes the internet through subscriptions: security services, AI platform spend, pools of funds. A mix of SaaS and IaaS economics. The CEO was explicit that AI agents are about to break that model.
Cloudflare sits in front of roughly 20% of internet traffic. Here's what that traffic looks like from the call:
- AI agent requests up 1,700% YoY
- Agents crossed 50% of total network traffic this quarter. First time in history non-human traffic is the majority. Management admitted it happened faster than their own models
- Their projection: if trends hold, non-human traffic outnumbers human traffic 1000x within 5 years
The monetization shift is the key part. The ad-supported internet doesn't work when the visitor is an agent. Cloudflare's CEO answer: block malicious bots for free, charge good agents a tiny fee per request. Fractions of a penny. They want to be the ones defining that layer.
Now the throughput math here:
- Cloudflare handles ~500M requests per second
- They estimate 1 to 10% is monetizable via micro/nanotransactions
- That means 10M TPS on day one, scaling to 100M TPS
Visa peaks at ~20k TPS
The CEO's framing: "we're building this while others compete with Visa." Three to four orders of magnitude beyond card rails. No existing payment network can settle this. It has to be something new.
Two conclusions I keep coming back to:
- Being short L1 throughput is being short agentic workflows. If agent traffic gets monetized per request, the settlement layer needs to scale orders of magnitude beyond anything live today.
- The fee math for L1s flips. Base fees have collapsed across ETH, SOL, everywhere. MEV is getting internalized by apps. Hard to build a base fee revenue case at human scale. But at 10M TPS and $0.001 per transaction, you're looking at ~$315B a year in base fees alone. At 100M TPS the number gets silly.
Stablecoins and crypto are the end-game here for Agentic finance @jerallaire @circle
Jeremy Firster retweeted
Blockchain is converging on Las Vegas.
80+ Speakers.
60+ Exhibitors.
1000's of Attendees.
1 Unforgettable Event.
It's all about the numbers. Rare Evo 2026 is 2 WEEKS AWAY!
Jeremy Firster retweeted
I genuinely believe Cardano NEEDS this.
Deep collaboration, innovative tech, transparent on-chain Bitcoin infrastructure + liquidity.
Let's change the game! 🔵🤝🟠
Encourage your Drep to vote YES for Alchemy and to build the growth infrastructure Bitcoin needs here on Cardano
The proposal is live. 🟠🤝🔵
Alchemy by Sundial x Charms: Cardano-Native Bitcoin Treasury Protocol.
Support our effort to grant Cardano its first killer Bitcoin app. 👇
🔗gov.tools/connected/governan…
Circle just raised $222m for Arc.
Canton's parent company, Digital Asset, is raising $300M right now.
a16z just raised $2.2B for their Fund V.
Haun raised $1B for their second fund.
Kraken's parent company, Payward, is raising at a $20B valuation.
Tether in talks to raise at $500B valuation.
Rain raised $250M at a $2B valuation.
Dozens of smaller raises have been announced as of late.
The best founders and deals I've seen lately have been reasonably valued with extremely good business models in their decks.
I'm starting to think crypto early-stage investing is back...
Jeremy Firster retweeted
Replying to @TheRealWeb3Kat @UtxoSaint
We can't handle high traffic. That's why CF wants to market to low traffic but consistent transaction enterprise adoption. It's what we can handle. Anytime we brought in hype, it was brutally murdered by our current technical capabilities. We take a black eye every time. Cardano is not ready. We cannot reach sustainable revenue with the current capabilities. The network costs more than it makes. The tree cannot bear fruit if the trunk dies. We're too focused on short term prices and bad feelings to understand that we cannot win if we don't fix these problems. It doesn't matter what anyone thinks about prior spending. That's done. Gone. Over. We need to collectively stop trying to wag fingers and be right and start working. Price is down for everyone. Capabilities keep moving forward. If we want to win, we need to spend and complete the roadmap. The arguments against this are based on emotional pain and not assessment of our capacity and how to improve it until we can fill the bucket where transaction fees cover the rewards output. We cannot handle a huge influx of transactions with an acceptable user experience. We need to fix this. We *must* be ready for the next surge, or the treasury will be worth zero anyway.
Jeremy Firster retweeted
To all the people in Switzerland lets go to Spar and pay with ADA
You can now pay with $ADA at 137 SPAR stores across Switzerland.
In partnership with @DFX_swiss and @BrickTowers, we are helping bring blockchain into everyday commerce through real-time, low-cost retail payments.
Read the full press release: cardanofoundation.org/blog/a…
Jeremy Firster retweeted
In honor of Valentine's Day, CARDANO and midnight. They were meant to be together. Love at first sight. @Cardano_CF @midnightfdn
Jeremy Firster retweeted
Hi Cardano Community,
There are lots of events happening in Hong Kong during @consensus_hk week. This time, SIDAN Lab is co-hosting an event with @Cardano_CF and @awscloud :
Cardano Venture Hub Presents: Web3 Founders Night.
In addition to Cardano project presentations, we’ve invited special guests to share their perspectives on Web3 startups and where the space is heading.
Can’t make it in person? No worries — we’ll be livestreaming the event on both the @Cardano and @sidan_lab X accounts.
Date/Time: Thursday, Feb 12
6:00–8:00 PM (UTC+8)
You’ll also be able to vote online for your favorite presentation — don’t miss it. See you there!
luma.com/qq1ycris
Jeremy Firster retweeted
If you're in Hong Kong for Consensus, join us tomorrow, 12 February, for the Web3 Founders Night. 🇭🇰
Startup pitches, investor insights, and networking with teams building across Web3. Co-hosted with @awscloud and @sidan_lab.
Learn more and register: luma.com/qq1ycris
Jeremy Firster retweeted
Replying to @CMEGroup
@CMEGroup, one of the world's leading derivatives marketplaces, is set to launch Cardano futures in both larger and micro sizes on 9 February, pending regulatory review.
Let’s continue growing the Cardano ecosystem together.
Our Crypto product suite is growing with new Cardano, Chainlink and Stellar futures. 🚀
Available in both larger and micro sizes, these contracts will offer the capital efficiency and versatility to expand your strategy. ➡️ spr.ly/6011CLUsh
Jeremy Firster retweeted
The Cardano Foundation and @GrantThornton Switzerland have achieved a global first: a financial audit that is cryptographically secured and attested directly on-chain using their vLEI.
This new gold standard for financial trust was powered by Reeve - the Cardano Foundation’s enterprise-grade financial data management solution.
In a world driven by data, trust, and verification, accountability is everything.
Cardano is leading the way.
Jeremy Firster retweeted
A long time ago, I mentioned a tool called Cquisitor cardananium.github.io/cquisi… here. It has now been updated with a more convenient UI and some new, cool features. It can now:
Jeremy Firster retweeted
#Day16|@snek :有些答案,只能在對話裡慢慢浮現 🐍
今天有幸與 @JeremyFirsterCF 見面,
我們聊了很多,也把許多問題攤開來反覆推敲。
並不是為了得到結論,
而是讓思考的角度,多長出幾個層次。 🧠
那是一種很特別的感受——
當你開始理解,為什麼某些事情的進展與佈局,
看起來和大眾期待的不一樣,
卻未必是偏離方向。 🧭
有時候,不是事情走得慢,
而是它正在為下一個階段,
預留足夠的結構與空間。
能有這次交流,其實也要感謝 @golden_Rapha 先生,
以及 #SNEK 所舉辦的 SNEK DEN🐍。
正是這樣的場域,
讓原本分散在不同社群、不同角色中的人,
有機會坐下來,真正把話說完整。 🤝
也正因如此,
我更加清楚地意識到一件事——
目前整個生態的交流,仍然過於碎片化。 🧩
資訊存在,但彼此之間缺乏足夠的流動;
觀點很多,卻往往停留在各自的回音室裡。
這並不是誰的問題,
而是一個仍在成長中的生態,
必然會經歷的階段。
我能做的,或許不多。
但至少希望自己能慢慢增加「傳遞的深度」,
讓不同社群之間的理解,不再只停留在表面。 🌱
當資訊能被好好說完,
當脈絡能被耐心鋪開,
那些看似衝突的期待,
往往會找到彼此可以對話的位置。
SNEK 對我而言,
不只是一個專案,
而是一個正在學習如何把人連在一起的過程。 🐍
而這條路,
值得慢慢走。
題外話說個輕鬆的 😊
身為台灣第一批(大概也是第一組)
玩到 Cardano Foundation & SNEK 聯名設計桌遊的人,
真的覺得非常幸福。
不誇張,是真的很有趣 🤣
那一刻突然覺得,
區塊鏈不只是協議、數據或治理模型,
它也可以很有溫度、很有生活感。 🎲
所以我可以小小許個願嗎——
有沒有一天,
我也能擁有一組屬於自己的桌遊?
@golden_Rapha sssser,拜託拜託啦 😆🙏
@Cardano_CF #SNEK #LeoDaily
#Day15|@snek :注意力,正在安靜地聚集 🐍
第十五天。
不長,卻剛好足以看見一些變化,開始脫離偶然。
這些數據,來自創始人 @goofy_crisp 的公開分享。
它們並不急著被解讀,
只是在時間軸上,靜靜留下痕跡。
而當這些痕跡被並排放在一起,
趨勢,反而變得清楚。
$SNEK 的社群帳號,正在進入一段不同於過往的節奏。
不是爆量、也不是話題堆疊,
而是一種更接近「被反覆選擇」的狀態。 🧭
📱 TikTok
30 天內,追蹤數成長 111%,
互動次數同步放大。
📺 YouTube
訂閱數提升 150%,
觀看數翻倍。
📸 Instagram
追蹤數成長 527%,
互動率來到 51% ——
這不是流量數字,
而是使用者停留下來的時間。
🎞️ GIPHY
每日平均瀏覽量,
從 12 萬走到 60 萬以上,
累積約 4,000 萬次。
這些數字,還不足以構成結論。
但它們已經足夠,構成背景。 ⏳
因為真正的變化,
往往不是從「被大量討論」開始,
而是從「被持續使用」開始。
演算法只是回應行為。
而行為,通常誠實得多。
所以我選擇把這段過程記下來。
不是預言,
也不是期待。
只是在某個時間點,
為正在成形的東西,
留下註腳,僅此而已。
@Cardano #SNEK #LeoDaily
Jeremy Firster retweeted
The Treasury Withdrawal governance action for the ₳70,000,000 Cardano Critical Integrations Budget has now been submitted on-chain, pursuant to the currently active Budget Info Action.
If approved by DReps and the Constitutional Committee, this programme will fund a performance & milestone based integration fund for tier one stablecoins, institutional custody and wallets, on-chain analytics, bridges and pricing oracles, administered by Intersect under Cardano’s constitutional framework.
Vote now ➡️ bit.ly/Integrations-withdraw…
This proposal reflects a coordinated effort from @IOGroup, @Cardano_CF @emurgo_io @MidnightNtwrkand and Intersect working together to address long standing infrastructure gaps and build on the strong support already signalled by DReps through the Budget Info Action.
For more background on the intent, structure and safeguards, you can watch the recording of our recent Pentad Power Hour X Space with members of the Steering Committee ➡️ xitter.cf/i/spaces/1yoJMPVdoOoGQ…
Jeremy Firster retweeted
Are you developing DeFi or real-world asset solutions?
The Cardano Accelerator Program provides funding, expert support, and a structured path to scale your project.
Apply now: cardanofoundation.org/en/aca…
Jeremy Firster retweeted
If you are ever in doubt in what I mean with that if you can dream it you can build it on Cardano. Take look at the diversity and accomplishments here. From a super promising new target operating model in Aquara, to FC Barcelona shipping change on Cardano to Plastiks who is already hot on main net.
Great catching up with the three of themhere at the Blockchain for Europe Annual Summit in Brussels! 🇪🇺
Fantastic seeing the progress from:
@AquaraOfficial - @Jas0nADA
@FCBarcelona - @mompart_jordi
@Plastiks_io - @AndreVanyiRobin
Exciting work being done! 🚀
#BlockchainforEurope #DigitalAssets #blockchain #Cardano #Web3
Jeremy Firster retweeted
Europe’s shift to Digital Product Passports is accelerating.
On the main stage, experts examined how blockchain can support full lifecycle tracking, reduce fragmentation, and give enterprises verifiable data when it matters most.
From origin to consumer, digital passports offer a path to stronger compliance, faster recalls, and transparent supply chains across the continent.
Jeremy Firster retweeted
The Cardano Summit is coming to Singapore. 🇸🇬
5-6 October, 2026.
Join the waitlist: summit.cardano.org
Jeremy Firster retweeted
I understand more about the KERI protocol, vLEI and GLEIF. Thanks for the awesome explanation @JeremyFirsterCF @Cardano_CF 🙌✨ #CardanoSummit2025 #Masterclass #Cardano


































