@LearnM0AR

Pattern recognitionist

Joined February 2016
LearnM0AR 🦥🦣 retweeted
Seeing a lot of chatter regarding $TIA now being optimal for AI agents operating on chains with the Fibre release Maybe we were just too early
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LearnM0AR 🦥🦣 retweeted
The next economy will run at machine speed. Who sets the rules - Big Tech, AI agents, or whoever owns the most tokens? Fibre is our bet on a different future: an open economy fast enough for billions of machines, yet governable by humans. Fast for machines. Free for humans.
Market seems to be waking up to the insane throughput of Fibre, one of the few architectures able to satisfy the mind-numbing scale of an agentic wave of demand.
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LearnM0AR 🦥🦣 retweeted
A new era for Celestia begins today. After 2 years in research and development, Fibre is now live. Fibre's ~2B TPS of potential throughput capacity is enough to fit all the sci-fi visions of the agentic economy and high frequency trading onchain.
Fibre is now live on Celestia mainnet. As the biggest upgrade since Celestia’s launch, Fibre delivers the unprecedented scale required to bring global finance and agentic commerce onchain.
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LearnM0AR 🦥🦣 retweeted
Replying to @degengambleh
appreciate the love, and you can choose your preferred networks for the methodology. i stacked tia this bear because it has many similarities to prior networks that i experienced asymmetric upside with from similar levels: strong team unwavering in commitment, building mission critical infrastructure, mostly hated because the coin went up a lot, and then went down a lot. anyone who digs deep respects the merits of what the team is building. currently sits at ~$700M FDV, I'll take the asymmetry.
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LearnM0AR 🦥🦣 retweeted
In times like this, if you're a long term investor, you don't want to be waffling about being in or out, you want to be stacking units systematically. Don't get confused by the traders, it's a separate game. On unit accumulation, depending on how long you've been in the game, it's helpful to think in "relative units" of the investment you did best with. I'll use $ETH because the math is easy and relates well to younger networks. ETH has ~120M units. Let's say I once held 10 ETH. Now I'm looking to stack $SOL, but SOL has ~636M units, or ~5.3x the # of units. Therefore, to have an equivalent position size in network terms, I'd need 53 SOL. If I want to own double the network % of SOL, that I owned of ETH, I'd need 106 SOL. Or, perhaps I'm considering $TIA, which has ~1.16B total supply, or ~9.7x the # of units of ETH. In that case, I'd need 97 units of TIA to have a network equivalent. If I want to place a bigger network bet on TIA, because the network value is lower than when I entered ETH, then 10x the % ownership would require me to accumulate 970 TIA. 100x the % ownership = 9,700 TIA. Going for significantly more ownership, at cheap prices, if you're right, can lead to asymmetric outcomes. $ZEC is another good example of this, since its supply mirrors $BTC's. And so it's easy to think of your "dream # of BTC," and aim to accumulate that in ZEC, if you're so inclined. Pick your networks of choice, and do the math. I have always found thinking in unit terms keeps me grounded, optimistic, and goal oriented in dreary times. I can then dream about future upside in the thick of the bull, but the important thing is to systematically stack the units with a high conviction methodology in the bear or early-bull pullbacks. In terms of where we are now, which is probably why most of you are still reading :) BTC has been bleeding out the long-tail while remaining resilient, with many names 20-40%+ down from the highs while BTC is down just shy of 10%. You can either say BTC has already bled the risk appetite out of the market and so most of the work is done, or you can say BTC hasn't dropped much so it'll be really terrible if it goes cliff diving. I'm sympathetic to the former view. I read this as an early-bull opportunity rather than a warning sign that this move was a "bull trap," and so I'm inclined to be a buyer. You have to respect the possibility of lower levels, and so tranche out any dry powder that remains with % cash used corresponding to % probability those levels are the local bottom - yes, you likely end up with some excess cash if not all levels are hit, but that's okay. And don't forget, there's already opportunity in front of you.
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LearnM0AR 🦥🦣 retweeted
The agentic economy won't grow linearly. It'll go from ~0 to dwarfing the human economy faster than anyone expects. Today's blockspace won't come close to handling that demand. Fibre can. We're not waiting for that future - we're building and experimenting our way there.
Introducing Eden: a high-performance EVM chain on Celestia that we use as a sandbox for agentic commerce experiments.
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LearnM0AR 🦥🦣 retweeted
In 2017 a wise man told me: “When you think it’s over, it’ll just be getting started.” I think we’ll reflect upon 2026 as such a period for blockchains.
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LearnM0AR 🦥🦣 retweeted
Tokens with sustained demand, and diminishing annual supply inflation, stand to do well over time, and explains why some “dinocoins” have awoken this cycle.
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LearnM0AR 🦥🦣 retweeted
.@zkDragon summarizes his talk at Token 2049:
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LearnM0AR 🦥🦣 retweeted
Zcash’s embrace of @zkDragon brings joy to my heart every day
That’s my Dev
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LearnM0AR 🦥🦣 retweeted
Market seems to be waking up to the insane throughput of Fibre, one of the few architectures able to satisfy the mind-numbing scale of an agentic wave of demand.
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LearnM0AR 🦥🦣 retweeted
Replying to @Cryptopathic
This is not true. What does public key cryptography come in for? It comes in for discovering you received a payment, when you send an address, and someone YOLO sends money to your address, and you only discover the payment from the chain. In Tachyon we're already moving to new payment flows. The first of which is already usable in @vizorwallet today. It is "Payment Links" which encompasses: - New user onboarding (Vizor gift cards) - Any payment when you have a second chat form: - This includes point of sale systems - Paying anyone you have a group chat with. Its merely UX shims to make each of these natural. This does not depend on any public key cryptography. The second payment flow is repeat payments. Once you've paid someone once, all future txs between you two do not depend on public key cryptography. The third payment flow is how you make public donation addresses. There we rely on permissionless "introducers" who learn nothing about you. If we lose public key cryptography, its fine, we can start figuring out more complex introduction schemes more web of trust like. There is decades of work thinking about this, well before modern app UX's. Also losing public key cryptography is hardly risk consensus. Read Yehuda Lindell's replies immediately after. Your basing this off of literally zero demonstrable progress on the relevant assumption.
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RT @zkDragon: People read one emotional Matt Green tweet about public key encryption, spent 0 seconds thinking about it, and decide to pani…
“Freedom of speech also means freedom AFTER speech” @balajis
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“Woke Capital Communist Capital Crypto Capital” @balajis
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LearnM0AR 🦥🦣 retweeted
Replying to @bballer_530
隐私是自由 隐私是秩序 隐私是进步 vitalik.eth.limo/general/202…
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LearnM0AR 🦥🦣 retweeted
Celestia Fibre is operating in a different throughput regime: Tb/s, while the next closest products are in the Gb/s range. If agents drive demand into the Tb/s range, this stops being an advantage and becomes a prerequisite. Today, Fibre is the only product that meets it.
There’s a very real chance that Celestia’s design decisions ultimately end up being correct in a fully agentic onchain economy where all that agents care about is speed and cost. Some basic math concludes that at full block saturation and current DA costs, 3 TB/s equates to ~$2B in annualized revenue. I’m of the opinion that DA costs are still too high and will drop another order of magnitude over time, but 10+ TB/s is where it starts getting *very* interesting. L1s are commoditized, yes. Apps rule. We get it. But making a very small amount of money at a gargantuan scale is still ALOT of money. I’m watching this space closely. xitter.cf/effortcapital/status/1…
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LearnM0AR 🦥🦣 retweeted
A prospective customer with extreme throughput requirements asked how much capacity Fibre can really deliver. So we ran an end-to-end benchmark across 120 validators. It sustained 3.07 Tb/s of throughput, enough data for nearly 2 billion transactions per second. Every transaction Visa processed in 2025 would fit in just over two minutes. Full breakdown: blog.celestia.org/celestia-f…
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LearnM0AR 🦥🦣 retweeted
The Internet Needs Crypto to Survive AI: youtube.com/watch?v=TKVY4hVA… One of the most exciting, and underrated, developments in crypto atm revolves around this @Bankless conversation with @eastdakota of @Cloudflare. ~20% of all websites are routed through Cloudflare, and in this conversation Matthew tells us that the business model of the Web is under attack. To put it simply, agentic traffic is exploding, and agents don't click on ads, but ads underpin much of the "free" stuff we get online. The infrastructure is creaking under agent load. Matthew's assertion is that microtransactions, at a scale not previously seen, will be needed to pay for access to content, as the advertising model of the Web falls apart with agents. Crypto people have talked about microtransactions forever, but it was for people, which never worked, whereas we're now contemplating it for agents. He says Cloudflare handles ~500M requests per second, and that 1-10% of those requests may be suitable for this microtransaction model. A blockchain environment is the only payment network that could theoretically handle this scale, and it would need to hit 5-50M TPS. 5-50M TPS in prod dwarfs anything yet attempted in crypto, and is far beyond anything TradFi can handle. There are very few blockchain environments that could conceivably provide this throughput. Just as important as the scale, is the model and trust assumptions. While Cloudflare may roll this out as a solution for its customers first, what's implicit here is the potential for an entirely new business model for the Web. If Cloudflare walks this path, I hope that what they build has permissionless validation, allowing for anyone to audit the network. Cloudflare has been a torch bearer for the open Internet, and so it only follows that if they're to pioneer a new business model for the Web, that the architecture be an open network. Doing so will engender the most trust, goodwill, and adoption in the long run. Web 3.0 is dead, long live Web 3.0.
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