
CMO @moonwardcapital | Deal Partner @boardyai ventures *opinions are my own
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Joined January 2020
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Honored to have been a winner of the Raingentic Hackathon held by @raincards , @monad , & @encodeclub this past weekend. I truly believe AI is " the great equalizer " & has leveled the playing field for individuals to truly build things with conviction, even if they lack traditional experience. As a team of 1 working with a swarm of agents, I was able to develop a product centered around a niche within a niche I've been conducting research on for months & found this as an opportunity to build something representative of that research + conviction.
The product: Usufra, a platform for tokenizing compute reservations & trading those reservations via agents or individuals. A product at the center of the incoming compute derivatives market. Learn more about my take on this market -vontarius.xyz/research/struc…
Looking forward to further building on this idea & having more conversations with bright individuals about the incoming opportunity at hand around this asset class!
In the meantime, love seeing my compute research lab + trading desk come together so beautifully
I believe blockchain rails solve the stranded compute issue. Tokenization to be exact. Its the move towards being able to "double dip". Lets say you are sitting on H100/B200/B300s, you either:
A: Sell then 2x or 3x from the massive amount of appreciation we've seen.
B: Make it a tokenized yield bearing asset + provide backed settlement that can convert to usage.
I agree there will be a lot of bad bets that die in 2027 but I also think there will just end of being niche pivots from a lot of neoclouds to prevent them from seeing the guppy deaths that Elon believes will happen
I believe blockchain rails solve the stranded compute issue. Tokenization to be exact. Its the move towards being able to "double dip". Lets say you are sitting on H100/B200/B300s, you either:
A: Sell then 2x or 3x from the massive amount of appreciation we've seen.
B: Make it a tokenized yield bearing asset + provide backed settlement that can convert to usage.
I agree there will be a lot of bad bets that die in 2027 but I also think there will just end of being niche pivots from a lot of neoclouds to prevent them from seeing the guppy deaths that Elon believes will happen
As someone with a portfolio of energized land assets here is what I am seeing:
1. Neoclouds are disorganized and poorly capitalized. Some are definitely better than others however.
2. Hyperscalers are intractable, bureaucratic organizations that take 3 months to do an NDA and want 18mo escrow periods. We built our portfolio by competing against these terms because of our speed and simplicity. The more future assets orgs like ours win, the bigger the problem for the hyperscalers downstream (see 3).
3. There are delays in the existing pipeline that will catch people off guard in 2027. Hyperacalers will (obviously) react by focusing on their own internal compute needs over any third party. If the third party is a model company, they will tell them to go through their model router where they will also take a non-trivial vig. Them telling Ant they have no compute for them (rumored in Ant’s S-1) if true is a huge tell that this is already happening.
All of this is to say that it does look like there will be a lot of partially stranded compute and compute sitting in inventory in 2027 than is currently forecasted. This is bought and paid for but effectively underearning (below total cost of capital) or collecting dust. We see this as true for everyone - model companies, hyperscalers, neoclouds except ONE (you can guess which one).
This dislocation will benefit two kinds of orgs: the non-bureaucratic big scalers who can build industrial scale quickly and the nimble, well capitalized players feeding them.
2027 will be a turbulent year because it will clear out a bunch of wrong/bad bets. It will also be a consolidation year for a few.
I love where the industry is heading rn
Introducing Supabase Compute, in private alpha.
You don’t need a second platform for your agents and long-running jobs. Run them in your Supabase project, next to your data in Postgres.
See how it works → supabase.com/blog/supabase-c…
Introducing Supabase Compute, in private alpha.
You don’t need a second platform for your agents and long-running jobs. Run them in your Supabase project, next to your data in Postgres.
See how it works → supabase.com/blog/supabase-c…
quote me on this 6 months from now pls
My expectation is that blockchain companies that are serious about the agentic future will move towards converting a portion of treasury into GPUs. It could easily serve a few purposes:
1. Model hosting with gated access behind their native tokens. Easy incentive mechanism.
2.Appreciation of treasury value through the holding of GPUs as an asset
3. Long-term bargaining power + leverage when capacity becomes scarce. Even room for tokenizing said asset.
I don't think its something that probably should happen, I think its mandatory & actually inevitable that we see it rolling out across chains
My expectation is that blockchain companies that are serious about the agentic future will move towards converting a portion of treasury into GPUs. It could easily serve a few purposes:
1. Model hosting with gated access behind their native tokens. Easy incentive mechanism.
2.Appreciation of treasury value through the holding of GPUs as an asset
3. Long-term bargaining power + leverage when capacity becomes scarce. Even room for tokenizing said asset.
I don't think its something that probably should happen, I think its mandatory & actually inevitable that we see it rolling out across chains
Collective wellbeing is becoming much more normal. When the majority becomes exponentially more capable because of better health, what does the next phase of that look like?
We're thrilled to announce the Superpower Peptide Library.
Every peptide, mapped to the body.
152 peptides, from approved drugs to compounds still in trials, sorted by where they act.
Each one has its own page, reviewed by a physician and fully cited, covering:
- the evidence and how strong it is
- its FDA status
- it's mechanism of action
- what studies in humans have found
Because not all peptides are equal.
Semaglutide is FDA-approved. BPC-157, maybe the most talked-about peptide for recovery and repair, is not. In a 2025 review of its research, 35 of 36 studies were in animals or the lab.
Know the science before you buy the hype.
Check it out here:
superpower.com/guides/peptid…
Vontarius Falls retweeted
Replying to @VontariusF @FactoryAI
finally. some of us have been using unread messages as a to-do list.
we’ll be doing some cool agent things with @droid at @thestudio_xyz
if your CRM is pinned chats and good intentions, this one’s for you.
nov. 12: @VontariusF demos his open-source CRM, built with @FactoryAI, at The Studio AI Lab. you’ll get repo access, setup instructions and workflows to adapt.
NYC. request to join:
luma.com/r7lmfyiy
Vontarius Falls retweeted
We're excited to share our customer story with @claudeai featuring Factory co-founder and CEO @matanSF.
We cover topics like how @AnthropicAI frontier models in @Droid are enabling engineering teams to handle long-horizon tasks across large codebases, what it will take to build a fully autonomous "dark factory" for software, and more.
youtube.com/watch?v=N6FkmdL0…
FULL INTERVIEW: Flapping Airplanes just raised a $1B Series A after rebuilding the GPU stack from scratch. Co-founder Aidan Smith says they don’t even use Torch, NCCL or CUDA’s normal runtime. One kernel on one B200 can now train a model, serve inference and play Doom at the same time.
@aidanmantine, Thiel Fellow and 3-year Neuralink alum, co-founded @flappyairplanes. He joined @sophiadew and @theojaffee to break down why AI needs to learn more like the brain, how they rebuilt the GPU stack, and who they hire:
00:30 where the name Flapping Airplanes comes from
02:04 why they bet on data efficiency
03:07 what Neuralink taught him about AI
04:27 how slow your brain actually is
06:06 why not just emulate the whole brain
08:40 why they rebuilt the GPU stack from scratch
10:33 compute overhang and safety
12:56 can a neo lab win if the big labs hit RSI first
14:27 what ML research looks like when no one writes code
15:40 why DNA, robotics and trading are data-starved
18:41 how they hire in the AI talent wars
21:17 the models they might ship first
Vontarius Falls retweeted
Now on America.gov: report fraud against government programs in just a few steps and, if eligible, receive a reward up to $30K
The order I would read a track record in: fills first, then the curve.
A curve summarises fills. If the fills cannot be rebuilt from venue records, the curve is a claim about a claim, and the Sharpe sitting on it is decoration.
My follow-ups live in 3 apps and none of them talk to each other.
Nov 12 I'm walking through the open-source CRM I built with @FactoryAI, live at The Studio by @thestudio_xyz in NYC.
Request to join: luma.com/r7lmfyiy
You can run a full software factory from your @EvenRealities with Spriite as your copilot!
A lot of changes shipped to @itsSpriite. Native @FactoryAI mission launches, more stabilized cloud builds, tag your Spriite on X & have it spin up a repo of whatever you tag it in, & much more. Open Source as always! - github.com/VontariusF/spriit…
A lot of changes shipped to @itsSpriite. Native @FactoryAI mission launches, more stabilized cloud builds, tag your Spriite on X & have it spin up a repo of whatever you tag it in, & much more. Open Source as always! - github.com/VontariusF/spriit…
I wonder what the process for naming this was
Introducing epstein.md 👋
A 927,400+ Character .MD File that's specifically trained to skip every vibe coded AI Slop design principle.
- no box shadows
- no emojis
- no '🟢 LIVE ' badges
- 0 blue/purple gradients
& religiously ignores 350 most common AI words (delve, vibe, seamless ...)
It's the result of 11 months of 8 hrs/day Twitter doomscrolling and constant additions to the codebase of our vibecoding ui.
Wholeheartedly hoping this finds the most design-needy indie hackers.


















