Welcome to the machine economy.

NYC and SF
Joined February 2020
Announcing the full P2P: forum session lineup✨ @amasad, CEO @Replit @balajis, Founder @thenetworkstate @dwr, CEO @farcaster_xyz @emiliemc, COO @coinbase @ivanhzhao, CEO @NotionHQ @jwmares, CEO @truemedpayments @rauchg, CEO @vercel @zebriez, CMO @psumvc
20
27
10
182
57,015
Volt Capital retweeted
Just like with oil, the market outside the majors is the true marginal market for compute.
33
24
16
118
27,551
Volt Capital retweeted
cant miss. hosting a small dinner on 10/8 for those staying the week in LA
.@DiscipulusVent Fall Cohort Starts Today in El Segundo Build for America 🇺🇸 More coming soon...
1
3
13
1,510
Today, we’re announcing Varda’s $250M Series D raise, bringing the total amount of capital raised to $598 million with a $1.6B valuation. This funding will help us build more vehicles, grow pharmaceutical partnerships, and advance toward the first medicine manufactured in space for patients on Earth.
34
64
26
607
151,944
Welcome to the Machine Economy
NVIDIA GPUs are productive, fungible and durable. Not just hardware, but an investable asset class.
1
1
5
934
Volt Capital retweeted
SF for the week. dms open for world models, neoclouds & golf
1
1
1
12
2,019
Volt Capital retweeted
Data centers are not only critical to future US innovation, but also being built responsibly despite the noise. Closed loop cooling keeps their water use far below everyday staples like almonds.
A variation of these charts goes viral every few months. Wonder if they ever reach the constituency that needs to see it
2
5
647
Volt Capital retweeted
A variation of these charts goes viral every few months. Wonder if they ever reach the constituency that needs to see it
2
9
2
33
4,610
Volt Capital retweeted
our latest research proposes a framework for setting incentives to deter misbehavior in DePINs. here are the main insights and and an intuitive explanation of the paper's results.
1
1
7
635
Volt Capital retweeted
setting incentives in DePIN has been guess-and-check for too long. our new paper & widget grounds DePIN incentive design in a formal framework:
Replying to @helium
@helium has had close to ~10% of its online nodes classified as malicious on a denylist, with 25-40M in rewards paid out to cheating nodes. @ionet faced a spoof of over 1.8M fake GPUs in one day Our new paper tackles this misbehavior by deriving the conditions to set incentives that deter cheaters. We also shipped a widget that calculates the right incentives for your protocol design:
2
8
1,044
Volt Capital retweeted
our new research frames DePIN quality control as a repeated game. in the paper, we derive a ‘deterrence ratio’ that directly relates verticals to the right incentives for deterring unwanted behavior. simulator included below, take it for a spin
Replying to @helium
@helium has had close to ~10% of its online nodes classified as malicious on a denylist, with 25-40M in rewards paid out to cheating nodes. @ionet faced a spoof of over 1.8M fake GPUs in one day Our new paper tackles this misbehavior by deriving the conditions to set incentives that deter cheaters. We also shipped a widget that calculates the right incentives for your protocol design:
7
3
23
2,685
Volt Capital retweeted
Replying to @helium
@helium has had close to ~10% of its online nodes classified as malicious on a denylist, with 25-40M in rewards paid out to cheating nodes. @ionet faced a spoof of over 1.8M fake GPUs in one day Our new paper tackles this misbehavior by deriving the conditions to set incentives that deter cheaters. We also shipped a widget that calculates the right incentives for your protocol design:
1
6
3
20
4,953
Volt Capital retweeted
two critiques of dePIN have proven to be the most relevant: 1. way too much inflation 2. quality control if you look closely enough, the second issue contributes significantly to the first one and should probably be robustly solved first
4
6
11
595
Welcome to the machine economy
OpenAI posted a job opening for "Power Trading Lead", responsible for developing and executing hedging strategies for power and gas for data centers. First job like this I've seen them advertise.
1
3
8
1,147
🤖
Most robotics datasets are magic soup. Every source, sensor, and quality level poured into one pot. It looks like scale. But if you're training on it, most of it is inconsistent data you can't trace, and that's what quietly degrades your model.
1
3
676
Volt Capital retweeted
This has my full support. Jensen is right.
For my first post, I’m sharing a letter @NVIDIA signed on why open models matter. AI will transform every industry, power every company, and be built by every country. Open models strengthen safety and cybersecurity, accelerate innovation and diffusion, and enable sovereignty. The world needs both frontier closed models and frontier open models. images.nvidia.com/pdf/Open-W…
2,698
6,468
556
73,836
9,051,643
Volt Capital retweeted
Our Q2 2026 product update is live. Two shifts headline the quarter: Verify Quality opened to members, and Robot Fleet became a hardware marketplace 🧵👇
46
25
33
200
15,824
Volt Capital retweeted
when's the last time someone told you they love their credit card experience? get coverd.
We just launched a credit card that gives you up to 100% cash back rewards. Credit card rewards are broken. A stagnating, ossifying industry has spent decades collecting fees while handing back perks that rarely deliver. Points that are hard to use. Lounges that are hard to reach. Fine print that works against you. Innovation stalled because it could. So we built what they didn't. Coverd flips the script. Up to 100% cash back rewards in a transparent matrix — a live, regularly updated grid where you can see exactly how to get to 100% cash back. No fine print, no guessing, full agency. Every swipe is an entry into the rewards pool, and you see it all happen in real time. Grocery run. Gas station. Dinner date. You spend — we've got you Coverd. This is real transparency and empowerment — no $900/year fees, no settling for B-tier lounges. 50,000+ people have joined the waitlist. The doors are now open. The Coverd Card is live today. Like + repost + comment "COVERD" — we're pulling people straight from this thread for priority access to our metal card program. #getcoverd #coverdcard #personalfinance
Readers added context they thought people might want to know
The Coverd card's base cash back rate is 0.5% per dollar spent, with up to 100% only available during limited 3-minute surge windows for specific categories and the first purchase in that window. coverd.us/rewards-matrix… coverd.us/rewards-terms.…
2
1
7
2,667
Volt Capital retweeted
1 week till we return to the shores of the detroit river
1
2
7
1,963
Another absolutely outstanding pod by @JacobRobinsonJD! Highly, highly recommend!!
What is the CLARITY Act? How does it protect the 70 million Americans who hold crypto? What does it change about how projects operate? This @LawofCodeFM podcast explains the history of U.S. digital asset regulation, why regulation-by-enforcement failed and what CLARITY solves, plus remaining steps for this to become law. Featured: @NYcryptolawyer, @milesjennings, @SH_Brennan, @KyleBligen, @millercwl, Dugan Bliss and snippets from @BillHughesDC, @thatgerald. By the end of this episode, I promise you'll be in the 99th percentile for understanding the CLARITY Act, regardless of whether you're a lawyer, builder or operator. Timestamps: 0:00 Intro 4:46 Explaining market structure 6:05 @milesjennings on regulatory distortion 10:43 Predecessor bills (RFIA, FIT21) 13:35 Senate Banking markup takeaways @millercwl 15:46 SEC & CFTC 20:37 The Securities Act of 1933 23:07 The Howey Test 25:26 @NYcryptolawyer's Ineluctable Modality of Securities Law 28:51 SEC enforcement 32:32 Why SEC rulemaking isn't enough 37:36 Titles of CLARITY 40:00 Digital commodities 47:29 Howey principles @NYcryptolawyer 54:10 Promoters: originators 58:18 Promoters: related persons 1:04:13 Token taxonomy @milesjennings 1:11:02 Ancillary asset requirements 1:19:34 The certification process 1:28:32 Remaining hurdles for CLARITY 1:34:50 Stablecoin yield 1:38:45 Ethics @KyleBligen 1:45:50 Tax consequences @CryptoTaxGuyETH 1:48:54 Thanking people working on the bill, such as @SenLummis, @gillibrandny, @SenatorTimScott, @SenatorHagerty, @SenThomTillis, @MarkWarner, @SenRubenGallego, f , their staffs & many, many others. Nothing in this podcast is legal or investment advice.
1
2
6
1,542