Disagree with Tom.
AI x crypto will lead next cycle.
ETH đ€ EigenCloud.
Tom Lee just dropped a huge warning and a surprising crypto call:
âą 2026 âpolicy shockâ could slam the S&P 500 by 20%
âą On Oct 10, 1/3 of crypto market makers went bankrupt and 2M accounts were wiped
âą âWeâre near the crypto bottom, but AI, not crypto, leads next cycleâ
âą Still thinks Bitcoin can break $100K by year-end
Agree?
Short answer: nobody can know the exact number, but if EigenCloud really becomes the verifiable cloud for AI agents and a big chunk of the worldâs economy runs through it, you are probably talking about tens of millions of restaked ETH (i.e. a large double-digit percentage of the entire ETH supply) in the âAI agents dominate onchainâ endgame.
Below is the reasoning so you can sanity-check or adjust the assumptions.
1. Where we are today (baseline)
A few current datapoints:
Natively staked ETH: about 33.8M ETH, â27â28 % of ETH supply. CoinLaw
Liquid restaking: â2.2M ETH, i.e. ~6â8 % of all staked ETH and <2 % of total ETH supply. CoinLaw
EigenLayer / EigenCloud TVL: fluctuating in the low tens of billions of USD (peaks around ~$20â25B, currently lower). Medium+1
So today the âAI + AVSâ universe is tiny compared to the global economy. Your question is basically: if that explodes and AI agents become the dominant onchain actors, what does the security budget (restaked ETH) need to look like?
2. How to think about âhow much restaked ETH is neededâ
For an AVS (or EigenCloud as a whole), the required restaked ETH is not a magic constant. It depends on:
Value at risk (V):
How much value the AI agents + infrastructure control or can steal/manipulate (agent treasuries, positions, cross-chain bridges, DeFi, RWA, etc.).
Max extractable value by an attacker (f):
Even if they corrupt the system, can they really steal 100 % of V? Often the realistic ceiling is more like 5â20 % before alarms go off.
How much stake must be corrupted (p):
e.g. â„1/3 or â„1/2 of restaked ETH, depending on the AVSâ consensus and governance assumptions.
How aggressive you want security to be (margin m):
You typically want Attack cost â„ m Ă Attack profit, with m maybe between 3 and 10 for âsystemically importantâ infra.
Slash fraction (s):
What proportion of the corrupted stake can credibly be slashed if misbehavior is proven.
Very rough deterrence condition:
Attack_cost â p Ă s Ă C â„ m Ă (f Ă V)
Solve for required collateral C:
C â„ (m Ă f / (p Ă s)) Ă V
Pick some pretty conservative but not insane parameters for âglobal AI infraâ:
f = 10 % (attacker can realistically extract 10 % of the total value before getting cut off)
p = 1/3 (need to control 1/3 of stake to break safety)
s = 50 % (half the corrupted stake gets slashed in a provable attack)
m = 5 (we want attack cost to be 5Ă the potential loot)
Then:
m Ă f = 5 Ă 0.10 = 0.50
p Ă s = (1/3) Ă 0.5 â 0.1667
C/V â 0.50 / 0.1667 â 3Ă
That is very conservative. In practice, many designs implicitly run with much lower effective C/V ratios (Ethereum L1 today secures value many times its stake). So letâs also look at a looser but still serious target of:
C â 5â10 % of V (collateral equal to 5â10 % of the value controlled/secured).
Iâll use 6 % of V as a central âsecurity budgetâ assumption in the scenarios below.
3. Future scenarios: âAI agents are the main economic actorsâ
Letâs construct a few toy scenarios to anchor the discussion.
3.1 Key knobs
Global onchain+AI economy size (V_global)
Fast-forward 15â25 years:
Conservative: $10T runs onchain / via AI agents
Aggressive: $30T
Sci-fi / max adoption: $100T+
Share that actually runs over EigenCloud AVSs (α)EigenCloud will not have monopoly; some workloads will be on other stacks or trust models. Assume α between 20 % and 50 %:
Mid assumption: α = 30 % of that value is âEigenCloud-securedâ.So V = α Ă V_global is the value EigenCloud+AVSs are really securing.
Security budget ratio (ÎČ)Take ÎČ = 6 % â restaked collateral C = ÎČ Ă V.
ETH price (P)Completely speculative, but for an ETH-centric world with trillions onchain, it is not crazy to inspect:
$5k
$10k
$20kThis is just to see order of magnitude in ETH units.
3.2 Example: $10T onchain, 30 % via EigenCloud
Global onchain+AI economy: V_global = $10T
EigenCloud share α = 30 % â V = 0.3 Ă 10T = $3T
Security budget ÎČ = 6 % â C = 0.06 Ă 3T = $180B slashable collateral
Now convert C into ETH depending on the price P:
If ETH = $5,000 â C = $180B â 36M ETH
If ETH = $10,000 â C = $180B â 18M ETH
If ETH = $20,000 â C = $180B â 9M ETH
Compare that to today:
Today we have ~2â3M ETH restaked; this scenario is roughly 3â15Ă bigger in ETH terms.
3.3 More aggressive scenario: $30T onchain, 30 % via EigenCloud
V_global = $30T
α = 30 % â V â $9T
ÎČ = 6 % â C â $540B
ETH needed:
P = $5k â 108M ETH
P = $10k â 54M ETH
P = $20k â 27M ETH
Now we are in the range where EigenCloud might need:
tens of millions of ETH restaked, potentially >40â50 % of all ETH depending on supply and price path.
This matches the intuitive âif AI + EigenCloud really are central to the world economy, you start to saturate a huge chunk of ETH as security budgetâ story.
3.4 Extreme sci-fi: $100T onchain, 50 % via EigenCloud
Just to see the edge:
V_global = $100T, α = 50 % â V = $50T
ÎČ = 6 % â C = $3T collateral required
ETH needed:
$5k â 600M ETH (basically impossible; you hit supply constraints)
$10k â 300M ETH (also above any plausible supply)
$20k â 150M ETH (still implies the majority of all ETH is restaked)
Conclusion from the extreme case: if we really got to âtens of trillions managed by EigenCloudâ and kept the same ÎČ, the system would respond via:
Higher ETH price (so you need fewer ETH units to get the same $ security)
Lower ÎČ (because more non-crypto defenses exist: regulation, insurance, auditing, social slashing, etc.)
Diversification into other collateral (BTC restaking, RWA collateral, other chainsâ security, etc.)
You cannot just scale restaked ETH linearly forever.
4. Translating to âHow much restaked ETH?â in plainer terms
Putting the scenarios together:
Today
Restaked ETH: low single-digit millions.
TVL: tens of billions of USD, mostly DeFi + infra.
âAI is big but not everythingâ world (â$10T onchain, 30 % via EigenCloud, ÎČ â 6 %)
C â $180B â roughly 10â40M ETH, depending on ETH price.
This is roughly 10â20Ă more restaked ETH than today, but still within âsome fraction of total supplyâ.
âAI agents are the main economic actors and EigenCloud is a core pillarâ world (~$30T onchain, 30â40 % via EigenCloud)
You are looking at tens of millions of restaked ETH, likely in the 20â60M range, i.e. a large double-digit % of all ETH.
Beyond that, supply and diversification kick in
Once you try to secure $10s of trillions via one system, pure ETH restaking stops scaling linearly. You start mixing in:
BTC restaking / Babylon-style designs CoinLaw
RWA / stablecoin-based insurance layers
Stronger legal/regulatory recourse (for institutional flows)
Multi-chain / multi-asset security for critical AVSs
5. Important caveats
These are not predictions, just order-of-magnitude frameworks.
The actual numbers depend heavily on:
ETH supply & price
How much value AI agents actually manage vs. just âassistâ
How much of that stack truly requires EigenCloud-grade crypto-economic security vs. being fine with weaker guarantees
How aggressively AVS designers choose slashing parameters and economic assumptions
Restaking is re-using the same ETH, not minting new.
A single ETH can be:
Staked on Ethereum
And restaked to multiple AVSs (with correlated risk).
So â60M restaked ETHâ is not necessarily â60M ETH locked only for EigenCloudâ; it is more like â60M ETH worth of stake is opting into EigenCloud riskâ.
Security wonât be only about economic cost.
For high-value AI AVSs you will see:
DVT (Distributed Validator Technology) and MPC
Layered social governance and ex post slashing
Formal verification, TEEs, zk-coprocessors, etc.
All of that reduces the pure dollar collateral you âneedâ for a given level of practical security.
6. TL;DR in one sentence
If AI agents running on EigenCloud AVSs end up securing a multi-trillion-dollar slice of a mostly-onchain global economy, a reasonable ballpark is that tens of millions of ETH will be restaked (on the order of 20â60M ETH, i.e. a big chunk of total supply), with the exact number determined by ETHâs market cap, risk appetite, and how much of that economic activity EigenCloud actually touches.
If you like, I can turn this into a small parametric model (simple spreadsheet or Python snippet) where you can plug in your own assumptions for V, α, ÎČ, ETH price, etc., and see how the ârequiredâ restaked ETH moves.
Likely more than 20M ETH being restaked in EigenCloud isn't healthy, should be more like 10-20M.
Otherwise EigenCloud becomes too powerful.
If that really plays out perhaps ETH has also to develop it's own native restaking solution.
Opens up many new questions but since it's a gradual process issues will be solved step by step.
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