
@tavi_chocochip It is a more important tool than people realize
The Future is Now 🕸️ Signal & Scale
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@SignalScale
Mapping the convergence of Silicon, Biology, & Capital. Path to sovereignty in the Age of Abundance. Tech Optimist. Market Realist. Signal over Noise.

@tavi_chocochip It is a more important tool than people realize

Three perfect products: A car that drives you. A robot that serves you. An asset that pays you.

Tokenization is reshaping regulated finance by moving assets onto programmable ledgers, delivering efficiency gains but requiring strong policy and trust anchors to protect stability. Read our new IMF Note on the issue: elibrary.imf.org/view/journals/…


1 million square foot facility converting into DC for our $865m contract with Nscale (with investment grade end client) Up in months, not years WYFI 2x faster vs others because unique retrofit skills One of our tricks seen at 8:10, placing fabrication pipeline onsite


Oracle is firing 30,000 employees, early morning layoff emails have started arriving

🇸🇻 Bukele was asked about the human rights of criminals. Bukele: “These organizations always focus on the human rights of murderers, rapists and traffickers, but never on the rights of victims. They never intervene to stop crime. … We should raise taxes so those who murdered your daughter eat well?”

LAWLESSNESS IN LOS ANGELES: Wild new video shows hundreds of young troublemakers taking over an intersection in the middle of California's largest city, with only a scant police response. Drivers were seen doing donuts at high rates of speed with onlookers standing dangerously close by, while fireworks were set off during the chaotic scene. Police impounded two vehicles, but no one was arrested.

Now, the quantum resistance roadmap. Today, four things in Ethereum are quantum-vulnerable: * consensus-layer BLS signatures * data availability (KZG commitments+proofs) * EOA signatures (ECDSA) * Application-layer ZK proofs (KZG or groth16) We can tackle these step by step: ## Consensus-layer signatures Lean consensus includes fully replacing BLS signatures with hash-based signatures (some variant of Winternitz), and using STARKs to do aggregation. Before lean finality, we stand a good chance of getting the Lean available chain. This also involves hash-based signatures, but there are much fewer signatures (eg. 256-1024 per slot), so we do not need STARKs for aggregation. One important thing upstream of this is choosing the hash function. This may be "Ethereum's last hash function", so it's important to choose wisely. Conventional hashes are too slow, and the most aggressive forms of Poseidon have taken hits on their security analysis recently. Likely options are: * Poseidon2 plus extra rounds, potentially non-arithmetic layers (eg. Monolith) mixed in * Poseidon1 (the older version of Poseidon, not vulnerable to any of the recent attacks on Poseidon2, but 2x slower) * BLAKE3 or similar (take the most efficient conventional hash we know) ## Data availability Today, we rely pretty heavily on KZG for erasure coding. We could move to STARKs, but this has two problems: 1. If we want to do 2D DAS, then our current setup for this relies on the "linearity" property of KZG commitments; with STARKs we don't have that. However, our current thinking is that it should be sufficient given our scale targets to just max out 1D DAS (ie. PeerDAS). Ethereum is taking a more conservative posture, it's not trying to be a high-scale data layer for the world. 2. We need proofs that erasure coded blobs are correctly constructed. KZG does this "for free". STARKs can substitute, but a STARK is ... bigger than a blob. So you need recursive starks (though there's also alternative techniques, that have their own tradeoffs). This is okay, but the logistics of this get harder if you want to support distributed blob selection. Summary: it's manageable, but there's a lot of engineering work to do. ## EOA signatures Here, the answer is clear: we add native AA (see eips.ethereum.org/EIPS/eip-8141 ), so that we get first-class accounts that can use any signature algorithm. However, to make this work, we also need quantum-resistant signature algorithms to actually be viable. ECDSA signature verification costs 3000 gas. Quantum-resistant signatures are ... much much larger and heavier to verify. We know of quantum-resistant hash-based signatures that are in the ~200k gas range to verify. We also know of lattice-based quantum-resistant signatures. Today, these are extremely inefficient to verify. However, there is work on vectorized math precompiles, that let you perform operations (+, *, %, dot product, also NTT / butterfly permutations) that are at the core of lattice math, and also STARKs. This could greatly reduce the gas cost of lattice-based signatures to a similar range, and potentially go even lower. The long-term fix is protocol-layer recursive signature and proof aggregation, which could reduce these gas overheads to near-zero. ## Proofs Today, a ZK-SNARK costs ~300-500k gas. A quantum-resistant STARK is more like 10m gas. The latter is unacceptable for privacy protocols, L2s, and other users of proofs. The solution again is protocol-layer recursive signature and proof aggregation. So let's talk about what this is. In EIP-8141, transactions have the ability to include a "validation frame", during which signature verifications and similar operations are supposed to happen. Validation frames cannot access the outside world, they can only look at their calldata and return a value, and nothing else can look at their calldata. This is designed so that it's possible to replace any validation frame (and its calldata) with a STARK that verifies it (potentially a single STARK for all the validation frames in a block). This way, a block could "contain" a thousand validation frames, each of which contains either a 3 kB signature or even a 256 kB proof, but that 3-256 MB (and the computation needed to verify it) would never come onchain. Instead, it would all get replaced by a proof verifying that the computation is correct. Potentially, this proving does not even need to be done by the block builder. Instead, I envision that it happens at mempool layer: every 500ms, each node could pass along the new valid transactions that it has seen, along with a proof verifying that they are all valid (including having validation frames that match their stated effects). The overhead is static: only one proof per 500ms. Here's a post where I talk about this: ethresear.ch/t/recursive-st… firefly.social/post/farcaster…

WINDOW OF OPPORTUNITY: Woman wiggles out of a police cruiser and takes off running in a brazen escape caught on camera in Michigan.

The Ultra-Millionaire Tax Act would generate over $6 trillion over the next decade—without raising taxes on 99.85% of American households. This wealth tax for millionaires and billionaires could pay for universal child care, free community college, Medicare expansion, and more.

JUST IN: U.S. Department of Labor has proposed a plan to allow crypto in 401(k)s.



These numbers are extraordinary. NYC has lost jobs in almost every sector for the last 6 years except "health and social assistance", which is essentially old people putting their relatives on Medicaid's payroll.