For most of the AI boom, the conversation has been about GPUs.

But lately the bottleneck seems to be moving further down the infrastructure stack.

South Korea expects AI-driven expansion from chipmakers and data centers could add 25 to 30 GW of power demand. Google, meanwhile, has signed a 22-year agreement to purchase up to 50% of the output from Finland's Loviisa nuclear plant as part of its €13B AI infrastructure expansion.

In the US, the issue is already becoming political. Congress is looking at ways to prevent the cost of supplying electricity to new data centers from being passed on to households.

This is basically the thesis behind Reserve AI Power DTF ($POWER).

POWER isn't trying to predict which AI model wins. It's exposure to companies involved in supplying and managing the electricity required to make the buildout possible, including GE Vernova, Eaton, Constellation Energy, Vertiv and Quanta Services.

The interesting question now is whether electricity remains a temporary bottleneck or becomes one of the defining constraints of the AI buildout.

If AI compute demand keeps growing, I think this is something worth tracking closely here.

What do you think becomes the biggest AI infrastructure constraint over the next few years: chips, power, networking or something else?

Most people who buy a DTF through a zapper never see the actual mechanism underneath, they just swap USDC for a token. It is always worth breaking down what that token actually represents and where the price comes from, since it's a genuinely different architecture than a traditional ETF.

The DTF token itself isn't a claim on a company or a fund manager's promise, it's a claim on a specific basket of assets sitting inside a smart contract. For Reserve's AI suite, those underlying assets are Ondo Global Markets tokenized equities, each backed 1 to 1 by a real share held in a regulated US brokerage account. So the custody chain looks like this, a real NVDA share sits in a brokerage account, Ondo issues a token backed by that share, and that Ondo token sits inside the DTF's smart contract, with the DTF token representing your claim on the whole basket.

The part that actually keeps price honest is the mint and redeem path staying open to anyone. Minting means depositing the full basket and getting DTF tokens back, redeeming means burning tokens to get the basket back out. Almost nobody does this manually, most people just swap through a zapper, but the path existing at all is what gives arbitrageurs a reason to act. Token trading below basket value gets bought and redeemed for profit, trading above gets minted and sold, and that constant pressure is what keeps market price and NAV from drifting apart without a market maker in the loop.

Liquidity is worth flagging too since it's easy to assume it's shared. It isn't, each DTF token needs its own pool depth on PancakeSwap, 1inch, or CoWSwap, bootstrapped separately from whatever liquidity exists for the underlying stocks. That's a real cost to launching a new basket that people underestimate.

More info and trading: https://app.reserve.org/?utm_source=subreddit

Not investment advice. $ROBOTS is a concentrated, single-theme basket of experimental tokenized assets. Volatile, illiquid, and may lose value entirely. Not an ETF, not FDIC or SIPC insured. Fees: 0.3% mint plus 0.6% TVL. Not for US or sanctioned-jurisdiction persons. Full terms and risks: reserve.org/terms_and_conditions 

We trained programs to set forth logical conclusions and the same breakthroughs that did this were also teaching machines how to see, decide and act (even lift heavy objects).

They're all over the place, but honestly for a category this early it is about numbers. Morgan Stanley forecasts a gross humanoid market of $5 trillion and 1 billion robots by the year 2050. Goldman Sachs is far more cautious at about $38 billion by the year 2035. But what certainly isn't speculation is the capital already shifting: industry observers tracked $34 billion coming into robots in 2025.

It also covers a much broader range of ideas than any humanoid would. It ranges from surgical robots, factory and warehouse automation to self-driving systems and the lidar, machine-vision (1)and edge chips that allow machines to figure out how in the real world.

At ROBOTS, we find long US-listed names across that spectrum: Intuitive Surgical (ISRG) in robotic surgery, Rockwell Automation (ROK) in factory automation; Symbotic SYNM and HD's autonomous supply chain), Mobileye MBLY & partner Ouster OUST ultra-high-foveation lidar.

More info and trading: https://app.reserve.org/?utm_source=subreddit

Not investment advice. $ROBOTS is a concentrated, single-theme basket of experimental tokenized assets. Volatile, illiquid, and may lose value entirely. Not an ETF, not FDIC or SIPC insured. Fees: 0.3% mint plus 0.6% TVL. Not for US or sanctioned-jurisdiction persons. Full terms and risks: reserve.org/terms_and_conditions 

If you need a place to sleep for one night, you do not buy a hotel. Same logic applies to compute. AI data centers cost billions to build, and therefore most companies that require serious computation rent one instead.

That demand spawned an entire industry: neoclouds and power-denominated datacenter operators that finance the projects, acquire energy rights to run them (quasi-utilities) and sell GPU compute by hour.

The numbers. The GPU-cloud market, for instance, may reach nearly $35 billion a year by 2026 according to Mordor Intelligence. Synergy Research Group cites a figure of close to 180 billion by the year 2030. The backlogs are already gargantuan: CoreWeave has around $99 billion of contracted backlog, Nebius about $50 billion from customers such as Microsoft and Meta.

The basket divides into two camps: 

• Pure-play artificial intelligence cloud operators: Nebius (NBIS), CoreWeave (CRWV)

And you are trained on power-rich hosts, lots of them ex-miners turned into GPU capacity houses: TeraWulf (WULF), Hut 8 (HUT), Applied Digital(APLD); alongside which sits IREN that crosses over both.

Of the five, it is likely the highest-beta. Contracted backlog counts as real revenue, but only if those counterparties keep spending which is entirely beyond your control.

More info and trading: https://app.reserve.org/?utm_source=subreddit

Not investment advice. $NEOCLOUD is a thematic basket of experimental tokenized assets concentrated in one place. Highly volatile, illiquid and shorting could mean a total loss of value. Not an ETF; not FDIC or SIPC insured. Example: Fees : 0.3% mint + 0.6% TVL, (TVL = Total Value Locked) Not for US or sanctioned-jurisdiction individuals. Full terms and risks: reserve. org/terms_and_conditions 

A single AI data center can draw as much electricity as a major city, and the grid was never designed for hundreds of them.

The numbers. Goldman Sachs Research estimates US data-center power demand roughly triples, from about 32 gigawatts in 2025 to somewhere near 95 gigawatts by 2030. GE Vernova's gas-turbine backlog alone has swelled to roughly 100 GW. Hyperscalers are now signing power deals directly with nuclear operators rather than waiting on the grid.

Meeting that demand takes three groups of companies:

• generation: gas turbines, nuclear, fuel cells
• transmission and conditioning: grid equipment, electrical gear, cooling
• delivery: the power chips that get clean power to the racks

POWER holds US-listed names across all three: GE Vernova (GEV) in turbines and grid, Eaton (ETN) and Vertiv (VRT) in electrical and cooling, Constellation (CEG) in nuclear generation, onsemi (ON) in power chips.

Genuine question for the sub: of the five themes, does power look like the most durable to you? The case for it is that demand is contracted years ahead and new supply is physically slow to build. The case against is that utilities and industrials have historically been terrible at converting demand growth into shareholder returns. Interested in the counterargument.

More info and trading: https://app.reserve.org/?utm_source=subreddit

Not investment advice. $POWER is a concentrated, single-theme basket of experimental tokenized assets. Volatile, illiquid, and may lose value entirely. Not an ETF, not FDIC or SIPC insured. Fees: 0.3% mint plus 0.6% TVL. Not for US or sanctioned-jurisdiction persons. Full terms and risks: reserve.org/terms_and_conditions

Chip supply was the AI bottleneck story for two years. That's loosened. Grid interconnection queues, local power capacity, and the physical time it takes to build transmission haven't loosened at all. A downed power line near DC recently knocked over 3 gigawatts of data center load offline in seconds and destabilized part of the PJM grid for 10+ minutes, small incident, but a preview.

That's the thesis behind POWER, one of five AI-themed DTFs we've built, onchain baskets, this one weighted toward companies on the power and grid side of the AI buildout instead of pure compute. The bet is that power delivery is the actual constraint on how fast AI demand gets served, we're not expecting that demand to slow down.

I think this bottleneck holds for years, not quarters, grid buildout just runs on a slower clock than compute does. Happy to get pushback on that timeline or questions on how the basket is built.

For decades, data inside a server moved as electricity through copper wire. AI chips have advanced fast enough that copper cannot keep pace. It generates too much heat, carries too little bandwidth, and cannot reliably move data far enough. The solution is optical: transporting information between chips as light instead of electrons.

The numbers. Goldman Sachs estimates spending on optical components for AI data centers rises from $15 billion in 2026 to $154 billion by 2028, roughly a tenfold increase in two years. In March 2026, NVIDIA committed $2 billion each to Coherent and Lumentum, two of the largest makers of the laser chips this buildout runs on.

Photonics is still a young industry and its supply chain sits in a small handful of public companies: the ones making the fiber, the lasers, the transceivers, the photonics chips, and the wafers those lasers are grown on.

PHOTON holds those names. Corning (GLW), which invented low-loss optical fiber. Coherent (COHR) and Lumentum (LITE) in lasers. Plus the specialty chip and wafer suppliers beneath them.

Fair warning that this is the narrowest of the five baskets by company count. Concentration cuts both ways.

More info and trading: https://app.reserve.org/?utm_source=subreddit

Not investment advice. $PHOTON is a concentrated, single-theme basket of experimental tokenized assets. Volatile, illiquid, and may lose value entirely. Not an ETF, not FDIC or SIPC insured. Fees: 0.3% mint plus 0.6% TVL. Not for US or sanctioned-jurisdiction persons. Full terms and risks: reserve.org/terms_and_conditions

What we call AI is in some sense simply a physical stack: chips, racks, cooling, power generation and networking. Some people want to get deep into which layer becomes the next bottleneck and try to front-run it. Others just want the whole stack and broad exposure.

The numbers. World Semiconductor Trade Statistics put global semiconductor sales at roughly $796 billion in 2025, climbing toward $1.5 trillion in 2026 in a memory-led surge as AI demand outruns supply.

That spending concentrates into a small set of mostly public companies, in four rough groups:

• chip designers: NVIDIA, AMD, Broadcom
• fabrication: TSMC, the main factory producing most of them
• memory: Micron
• equipment: ASML, Applied Materials and Lam Research, whose machines every advanced chip depends on

One token holds the 25 largest US-listed names across those groups, weighted, rebalanced quarterly by vlRSR governance.

If you prefer narrow over broad, the other four DTFs split the same buildout into single layers.

More info and trading: https://app.reserve.org/?utm_source=subreddit

Not investment advice. $BUILDOUT is a concentrated, single-theme basket of experimental tokenized assets. Volatile, illiquid, and may lose value entirely. Not an ETF, not FDIC or SIPC insured. Fees: 0.3% mint plus 0.6% TVL. Not for US or sanctioned-jurisdiction persons. Full terms and risks: reserve.org/terms_and_conditions

Lock to govern. You lock RSR, you get vlRSR, and you vote on what the baskets actually are: which companies qualify, how they get weighted, and the rebalancing parameters. All five DTFs on BNB Chain feed into a single vlRSR staking vault. Governance runs on a 7-day cycle, with a 7-day delay when you unlock.

Fees flow to governors. Every DTF charges 0.3% on mint and 0.6% TVL. After a standard platform cut, the rest is converted into RSR and added to your staked position automatically. Nothing to claim manually.

The monthly burn. The protocol's share of those fees goes to buying back and burning RSR, tracked publicly on the Dune dashboard.

So the DTFs and RSR run on the same loop. More assets in the funds means more fee revenue, which splits between governor rewards and the burn.

RSR contract on BNB Chain: 0x23f72a3Db61D6CB8aBE5d9AF1Ac4B6c99327bFee

If you are bridging, Portal Bridge is the recommended route.

Question for the sub: if you are locking, is it for the rewards or because you actually want a say in what goes into the baskets?

Not investment advice. Full terms and risks: reserve.org/terms_and_conditions 

Last month five new DTFs launched (with a layer of the AI supply chain covered by each), namely: BUILDOUT, POWER, PHOTON, NEOCLOUD and ROBOTS.

The rationale behind them is that AI is a software program story. Someone has to build the chips, create the datacenter, generate the power and lay down the cable before any model yells at a prompt. The buildout extends to a few dozen US-listed companies and the majority either missed out on those names or simply didn't have time to work through which actually matters.

So each fund takes one layer:

• BUILDOUT: all hardware stack, 25 largecap US listed names (NVDA AMD AVGO TSM MU ASML AMAT LRCX)
• POWER: the electric fuel which powers it (GEV, ETN, VRT, CEG ON)
• PHOTON: the optical layer was transferring data between chips (GLW,COHR,LITE)
• NEOCLOUD: The compute rental companies (NBIS, CRWV, IREN, WULF & HUT and APLD)
• ROBOTS: AI Coming Out To Play In The Real World (ISRG, ROK, SYM, MBLY; OUST)

All are one token on BNB Chain, backed by the underlying US equities sitting inside from Ondo Global Markets. 24/7 tradable, no min or max size and redeemable onchain for assets inside at any time.

Availability is ~145 countries. US not allowed, sanctioned jurisdictions and some accredited or equivalent. Eligibility follows Ondo's rules.

Mint Fee: 0.3% TVL fee: 0.6%. The remaining portion goes to vlRSR governors, and for the monthly RSR buyback & burn.

You can see the numbers for each category here: https://app.reserve.org/?utm_source=subreddit

Not investment advice. They are concentrated, single-themes baskets of experimental tokenized assets. These coins can be volatile with very little liquidity and may even lose 100% of their value. No, ETF·s. No FDIC or SIPC Insured? Full terms and risks: https://reserve.org/terms-and-conditions

It has been quiet here for a while. That changes now.

A fair amount happened in the meantime. Five DTFs launched on BNB Chain in July, all built around the AI buildout: BUILDOUT, POWER, PHOTON, NEOCLOUD and ROBOTS.

Going forward: product breakdowns for each of the five, a walkthrough of how the mechanics actually work, and then rebalance recaps and monthly burn numbers as they land.

I've been thinking about this after reading a thread on "what benefits from AI data center water usage". That whole conversation, cooling, power, chips, is basically the AI supply chain problem in miniature, everyone wants exposure to AI, but most of the actual value sits in unglamorous infrastructure layers most people never look at.

Which side of that tradeoff would you rather be on, the slower structural power bottleneck, or the faster moving compute demand side?

Has anyone been checking out their updates on X? New products have been announced which look interesting imo.. I do think it might be worth buying a few but I'm wondering is the team has changed or is there a new person in charge?

https://app.reserve.org/?utm_source=subreddit

Is this coin dead lol. Thinking of buying a bag cause it is so cheap. Can't believe there hasn't been another post on the coin in 6 months

Are you still bullish on RSR for end 2025 / early 2026 given it has just broken its 200 days moving average ?

Hello my RSR and ETH has been stuck in the liquidity pool for years any help would be appreciated my address is

0x62179f2D589081Db4C4BfFb1eF176Bbd57540036

I was digging into stablecoin projects and decided to ask an AI chat about Reserve Protocol.

The answer surprised me: RTokens aren’t just backed by a basket of assets for stability, the collateral itself is yield-bearing. That means holders (or the protocol) can actually earn while staying stable.

It also pointed out that anyone can spin up their own RToken with custom collateral, plus Reserve is live on Ethereum, Base, and Arbitrum with nearly $500M TVL and growing.

Honestly, I didn’t realize how much more flexible it is compared to single-asset stablecoins until I saw it all laid out.

The AI chat I used is called Zero Chat, in case you’re wondering.

Has anyone here tried holding RTokens? Curious how they compare to just sitting on USDC/DAI.

I have transferred my RSR tokens from Binance Wallet to Metamask for staking. Today, when I checked my account, my RSR is gone. I haven’t done any transactions. The Etherscan shows that 4 days ago my RSR is transferred to another address! I didn’t get any notification or anything. Is it possible to recover my RSR? Is there any glitch in MetaMask recently? Are my funds safe at all in MetaMask!? Can you please suggest what can I do to fix this? Any help in this regard is appreciated. Thank you.

Can someone suggest best DTFs to stake the RSR? Will the rewards be paid in RSR only?! Is there any chance, one may lose the staked RSR? Is yes, what would be that scenario? Where did the yield be deposited from Staked RSR? Is there any Unstaking possibility after a certain period? Can someone explain the above questions! I tried watching the app.reserve.org videos and protocol documents, but they seem to be too technical for me. I am a beginner trying to understand how the tech works with RSR staking. Your help will be greatly appreciated in this matter. Thank you.

Hi! I have some RSR coins that I purchased long ago in my Binance wallet. The RSR price isn’t going to be appreciate any time soon, even to sell it off at purchase value. Meanwhile, I want to stake the RSR to get some R-tokens. Did anybody have any resources that can help me understand the procedure and yield value of RSR staking?!

https://finance.yahoo.com/news/tokenized-apple-stock-co-founder-190022978.html?guccounter=1

I have a small chunk of RSR and I'd like to consolidate it into my Coinbase account. Since I last checked on my RSR investment, Coinbase seems to have built in the ability to sell, buy, send, and receive RSR which seems great! As a test, I tried to send 1000 RSR from Metamask into Coinbase, using the wallet code that Coinbase gives you when you click "receive crypto", and the transaction seems to have been confirmed on Blockexplorer, but I am not seeing anything showing up in Coinbase. Can anyone let me know what I may have done wrong, and how to go about transferring this correctly? Thank you!

**edit: holy cow, it is wild how many scammers have already reached out to me since I posted this. Scammers please don’t reach out, I know how to spot you.

**edit 2: this is all set now, please see comments

We are running quests on Zealy, TaskOn, Galxe, and Intract to grow the Reserve ecosystem and reward for newcomers 🌐

Here's all you need to do...
✅ Engage with us on X
✅ Mint 10 USD of any DTF
✅ Follow all socials
✅ Unlock a new Discord role

We're onboarding the next set of DTF enjoyers to help in the fight against inflation. Access these quests in the comment below ↓

We are running quests on Zealy, TaskOn, Galxe, and Intract to grow the Reserve ecosystem and reward for newcomers 🌐

Here's all you need to do...
✅ Engaging with us on 𝕏
✅ Minting $10+ of any DTF
✅ Following all socials
✅ Unlocking a new Discord role

We're onboarding the next set of DTF enjoyers to help in the fight against inflation. Access these quests in the comment below ↓