AI Finchflat

> Grab a Grok subscription > Proceed to auth w/ "hermes model" > Turn on x_search on "hermes tools" > Search real-time news on X with x_search > Combines with Deep Research Pipeline + StableEnrich (agentcash) + Cookie MCP + Hindsight for high quality research on any topic ​ Result: Top-tier alpha at your doorstep everyday paying $40-50 a month (delivered by a self-improving agent that gets better everyday)

Dario Amodei just walked through the most honest math in AI and it ends with the word bankrupt. Anthropic's revenue has grown 10x every single year for three years running, zero to $100 million in 2023, $100 million to $1 billion in 2024. $1 billion to roughly $10 billion in 2025 and if that trajectory holds, they'd hit $100 billion by end of 2026 and $1 trillion by end of 2027. But here's the problem. AI infrastructure doesn't get built overnight, data centers and compute contracts take one to two years to plan and execute so the compute you're buying today is the compute you'll be running in 2027. Which means Dario has to decide right now, not when the revenue arrives whether to commit to $1 trillion in compute for a future that may or may not materialize on schedule. And this is where the math turns brutal. With a trillion in annual revenue, Anthropic could theoretically finance $5 trillion in compute over five years, the kind of spending that would cement a commanding position at the frontier of AI capability but if revenue hits $800 billion instead of a trillion, just 20% short there is no hedge on earth that covers the gap. The fixed costs of that much infrastructure don't flex, there's no renegotiating $5 trillion in compute contracts because demand came in slightly below projection, you go bankrupt. Being off by a year in your growth projection is enough but missing 10x and landing at 5x is enough. The math doesn't forgive rounding errors at this scale. What makes this remarkable is that Dario isn't saying this to scare anyone, he's explaining why Anthropic is being more disciplined than its competitors. He believes an AI model capable of doing the work of a country of Nobel Prize-winning geniuses is likely one to two years away. He just doesn't know if the revenue from that capability arrives in 2027, 2028, or 2030 and at trillion dollar commitment levels, a two-year timing error is an extinction event. Meanwhile, Anthropic's actual results suggest the trajectory is holding. Revenue climbed from $9 billion annualized at the end of 2025 to over $30 billion by Q1 2026 tracking toward $100 billion for the year which pushed Anthropic past OpenAI to become the most valuable private AI company at a $1 trillion secondary market valuation. The AI race is a compute race but the compute race is really a timing bet and the only way to win is to be right about when the money shows up.

JUST IN: Google $GOOGL to invest up to $40,000,000,000 in Claude AI developer Anthropic.

As someone who builds institutional level quant systems, this research book is the closest thing to a quant desk I have ever seen publicly shared. 361 pages. 151 trading strategies. Bookmark & get this, then read the article below before someone takes it down.

The whale “pension-usdt.eth” has opened a new 20,000 $ETH (3x) short position and increased its $BTC (3x) short position to 750 $BTC, for a combined value of $92.4M. Currently, it has a floating profit of over $1.6M, and the overall profit is now over $32M. hyperbot.network/trader/0x0ddf9…

The quantum threat to crypto is real. New research shows breaking the elliptic curve cryptography securing most blockchains could require fewer than 500k physical qubits, nearly a 20x reduction from previous estimates. @Zcash is one of the few projects already deep into this work. Zcash's shielded transactions provide strong protection against retroactive de-anonymization through information theoretic hiding, though some components still rely on pre-quantum cryptography. The remaining quantum risks are being addressed in a deliberate sequence. Post-quantum privacy comes first through the Tachyon upgrade targeting mainnet by end of 2026. Tachyon eliminates in-band secret distribution, closing the door on harvest now, decrypt later attacks. If a transaction is exposed before the upgrade ships, there's no fixing that after the fact. Tachyon also bundles scaling improvements alongside the quantum work so the network gets faster at the same time it gets safer. Quantum recoverability is next. This acts as an escape hatch that protects user funds if quantum hardware arrives sooner than expected. The mechanism is already designed with development actively underway. After Tachyon ships, the architecture won't need to change for post-quantum soundness. Some folding schemes will need to be swapped out, and the team has time to select the best ones. Zcash just happens to have a head start.

there is always a bull market somewhere can we all agree HIP-3 is the biggest innovation in crypto / defi of the last 2 years? all metrics up and to the right

Hyperliquid Annual Report 2025 Today, we're excited to release Hyperliquid's 2025 Annual Report. What Hyperliquid, the core team, and hundreds of contributors have built this year is largely unprecedented in financial history. This report is our attempt to capture that extraordinary year with the rigor it deserves. A few months ago, we created HRC because we felt a clear need to reduce information asymmetry and lower entry barriers for new participants through independent research. We hope this report helps do exactly that. For us, it is a privilege to be part of this ecosystem and to have produced this work. Months of research, data work, debate, and collaboration across Four Pillars, GLC, and all our contributors went into every page. It means a lot to share it today, so please, let us know what you think and how we can improve the reporting going forward. Enjoy the read. Some excerpts below, with the link to the full PDF. Hyperliquid.

In 2002 a 19-year-old British garbage man won nearly £10 million on the lottery. - Michael Carroll - troubled childhood 40+ offenses before 20 November 2002 - buys a £1 lottery ticket - wins £9.7 million - instantly becomes one of the youngest winners ever - suddenly rich - gives £1M each to his mom, his aunt, his sister and his wife - buys a mansion for ~£325k - Range Rover, BMW M3, Mitsubishi Evos - starts spending £2,000 a day on cocaine - drinks heavily every day - throws “Roman-style” parties - up to 8 women per night - spends £50,000 in a single night - claims he slept with 4,000 women - gangs start targeting him - pays £130,000 to avoid violence - even his dogs get killed 2005 - lawyer warns him - only £1M left 2006 - denies being broke - still partying - still burning money a few years later everything is gone 2010 - back to his old job - garbage collector again next years - works in factories - slaughterhouse jobs - even ends up homeless for months moves to Scotland - starts working as a coal delivery man ~£10/hour - works 7 days a week says it was “the best 10 years of my life for £1”

This it the only article you need to get started with AI agents Bookmark it and read the whole thing you wont regret it:

I don’t even want to think about how far artificial intelligence will go in a few years

Yesterday, James Wynn (@JamesWynnReal) secret wallet has opened a $BTC long position with 40x leverage, currently showing a floating profit of $231K. Overall, this wallet has made $1.86M. app.coinmarketman.com/hypertracker/w…

[Important Update] Stage 4 Buyback Accelerated – Now Starting Dec 2 To better support $ASTER holders during this volatile market environment, we're bringing forward Stage 4 buybacks by 8 days. New start date: Dec 2 (originally Dec 10) Executing wallet address and operational details will be disclosed after Day 1 completion. All other buyback parameters are unchanged.

Read.

It’s time to get ready for Ethereum’s Fusaka upgrade on Dec 3rd. Review the @etheralphateam Fusaka resource page for: ✔️A live countdown to the upgrade ✔️Resources to learn more ✔️All EIPs in Fusaka ✔️A direct link to the Dec 3rd livestream

s&p gave usdt a 5 (weak) score because their 5.6% btc reserves exceed their 4% safety buffer. if bitcoin drops 30%, the peg breaks mathematically. first standardized risk assessment of a stablecoin just handed institutions the exit paperwork they needed. usdc minted $1.25b on solana in 24 hours for a reason.