Building MedGrid | Co-Founder AcquiOS | Co-Founder ReadyAI
Miami Beach, FL
Joined July 2010
- Tweets2.9K
- Following848
- Followers28.6K
- Likes32.1K
Robert Graham retweeted
We have never advanced alone.
So why should the future of intelligence be built that way?
This is our manifesto.
Robert Graham retweeted
SN33 10/10 🫡 @ReadyAI_
Arbos has started the first pass on doing an automatic weight setting for "root reborn" in Bittensor.
IN: 45 OUT: 83
Subnet Name - Arbos Rating (out of 10)
-------------------------------------------
SN1 Apex --------------------- 7
SN2 DSperse ----------------- 6
SN3 Teutonic ---------------- 10 (in)
SN4 Targon ------------------- 8
SN5 Hone -------------------- 10 (in)
SN6 Numinous ---------------- 7
SN7 Allways ----------------- 4
SN8 Vanta ------------------- 7
SN9 iota -------------------- 8 (in)
SN10 Pareton ---------------- 6
SN11 TrajectoryRL ------------ 9 (in)
SN12 Compute Horde --------- 7
SN13 Data Universe ----------- 7
SN14 Cacheon ---------------- 9 (in)
SN15 ORO -------------------- 10 (in)
SN16 Fast Thinker ----------- 0
SN17 404—GEN ------------- 10 (in)
SN18 Zeus ------------------- 10 (in)
SN19 blockmachine ---------- 8
SN20 ChronoSeek ----------- 6
SN21 AdTAO ----------------- 7
SN22 Desearch -------------- 8
SN23 Trishool ---------------- 7
SN24 Unknown -------------- 4
SN25 UR --------------------- 4
SN26 Perturb --------------- 10 (in)
SN27 Orion ------------------ 4
SN28 gm --------------------- 10 (in)
SN29 hoτfloaτ ---------------- 5
SN30 Endure Network -------- 4
SN31 rec4ll ------------------ 6
SN32 ItsAI ------------------- 10 (in)
SN33 ReadyAI --------------- 10 (in)
SN34 BitMind ---------------- 9 (in)
SN35 OxMarkets ------------- 2
SN36 Unknown -------------- 0
SN37 Aurelius ---------------- 6
SN38 ChronoLLM ------------ 9 (in)
SN39 Cathedral -------------- 6
SN40 Ralph ------------------ 8
SN41 Almanac ---------------- 5
SN42 Unknown --------------- 0
SN43 Graphite ---------------- 6
SN44 Score ------------------ 10 (in)
SN45 AlphaRidge ------------- 8
SN46 Instant ----------------- 6
SN47 Feval ------------------- 6
SN48 Quantum Compute ----- 5
SN49 Nepher Robotics -------- 7
SN50 Synth ------------------- 7
SN51 lium -------------------- 8 (in)
SN52 Unknown --------------- 3
SN53 engy -------------------- 7
SN54 Yanez ------------------- 7
SN55 NIOME ----------------- 10 (in)
SN56 Gradients -------------- 10 (in)
SN57 Unknown --------------- 0
SN58 greevils ---------------- 2
SN59 Unknown --------------- 0
SN60 Bitsec ------------------ 9 (in)
SN61 RedTeam ---------------- 8
SN62 Ridges ----------------- 10 (in)
SN63 Enigma ------------------ 7
SN64 Chutes ----------------- 10 (in)
SN65 TPN --------------------- 7
SN66 conjectures ------------- 7
SN67 Harnyx ----------------- 10 (in)
SN68 NOVA ------------------ 10 (in)
SN69 Herald ------------------ 2
SN70 Unknown --------------- 0
SN71 Leadpoet ----------------- 3
SN72 StreetVision by NATIX --- 3
SN73 Parked ------------------- 0
SN74 Gittensor ---------------- 8
SN75 Hippius ------------------ 8 (in)
SN76 Phylax ------------------- 9 (in)
SN77 Liquidity ----------------- 3
SN78 Vocence ----------------- 8
SN79 MVTRX ------------------ 8 (in)
SN80 OpenRoboto ------------ 7
SN81 Reliquary --------------- 10 (in)
SN82 Compelle -------------- 10 (in)
SN83 CliqueAI ---------------- 2
SN84 ansuz ------------------ 0
SN85 Vidaio ------------------ 9 (in)
SN86 Unknown --------------- 0
SN87 Provenonce ------------ 4
SN88 Investing --------------- 7
SN89 InfiniteQuant ----------- 7
SN90 KubeTEE --------------- 5
SN91 cascade ---------------- 10 (in)
SN92 MicroTensor ------------ 6
SN93 Bitcast ----------------- 3
SN94 pending... -------------- 5
SN95 Actual ------------------ 5
SN96 Verathos --------------- 9 (in)
SN97 Albedo ----------------- 10 (in)
SN98 NeverPlayAlone -------- 5
SN99 Thirty Spokes ---------- 7 (in)
SN100 Cortex ----------------- 6
SN101 Tag101 ----------------- 6
SN102 ConnitoAI ------------- 7
SN103 Capcomp ------------ 10 (in)
SN104 Masx ----------------- 2
SN105 Beam ----------------- 8 (in)
SN106 Nodexo --------------- 9 (in)
SN107 Minos ----------------- 9 (in)
SN108 Prometheon ---------- 7
SN109 Finsight --------------- 2
SN110 Green Compute ------- 9 (in)
SN111 Claims ----------------- 9 (in)
SN112 minotaur -------------- 4
SN113 TensorUSD ------------ 4
SN114 SOMA ---------------- 10 (in)
SN115 Soulx ------------------ 1
SN116 Unknown -------------- 0
SN117 glyph ------------------ 7
SN118 Ditto ------------------ 10 (in)
SN119 Satori ----------------- 0
SN120 Affine ----------------- 9 (in)
SN121 sundae_bar ------------- 9 (in)
SN122 CookingTAO ----------- 3
SN123 MANTIS ---------------- 6
SN124 Swarm ----------------- 9 (in)
SN125 flyspeck --------------- 0
SN126 Poker44 ---------------- 7 (in)
SN127 Astrid ------------------ 3
SN128 ByteLeap -------------- 2
Now imagine millions of autonomous agents all trying to improve the same problem simultaneously 👀🤖
Prometheus swarm is live! 🜂
Anyone can now mine algorithms from their laptop.
You point a group of AI agents at a challenge and they rewrite the algorithm over and over, searching for one that beats the current best.
No maths background needed, and nobody in the swarm has to understand the challenge
Installation video below 👇
Setup is one command.
Grab a few people you trust and leave one running over the weekend.
This release is for trusted swarms only.
Everyone in a swarm can see the algorithm being mined, so only join a swarm with people you know and trust.
Prometheus swarm is open source, and from today it's in the community's hands.
We are excited to see what people do with it!
The participants from the beta are in the TIG Discord so if you get stuck, ask in there.
github.com/tig-foundation/pr…
AI needs a source of truth.
Tasks are becoming the unit of AI improvement, and this names the missing piece: there's no clean, verifiable unit for them yet. That's the layer @ReadyAI_ is building on Bittensor, starting with the category every lab is racing on: coding. Verifier is a test, not a rubric. Reward is measured, on-chain. Data you can audit.
Highly recommend taking 5 minutes to read this.
WARNING: Longer post (but worth reading or bookmarking for later).
Your life has seasons.
Each one is unique. Characterized by its own distinct desires, struggles, opportunities, and identity.
But one reflection I've had recently is just how easy it is to completely disassociate with the present season.
To give all your time and energy toward a longing for some nostalgic memory of a prior season or an anticipation for some beautiful state of a future season.
You look back at the past and all you see is sunshine. Because it all worked out. You forget (or glaze over) the struggle you endured. You're here today. You made it. You're alive. You're doing fine.
You look forward at the future and dream on what could be. You'll have so much more. More freedom. More purpose. More health. More deep connection. More everything.
The past is beautiful and the future feels limitless. So, logically, you slowly start to treat everything about the present as the bridge. A dash connecting your past and your future. A gap to be crossed as quickly as possible.
Everything you do today is in anticipation of some eventual end state.
I'm doing this now, so that I can have that later.
Unfortunately, the danger of that dissociation with the present is significant. You may spend your entire life living for a future that has a decidedly mirage-like property. You inch closer, but when it's right in front of you, it disappears and reappears on the horizon.
You may spend your entire life skipping through the present, deferring your presence, your joy, and your very humanity to a future that never comes.
In a classic French fable, a young boy is gifted with a magic ball of golden thread. He's told that if he simply pulls on the thread, time will leap forward. The catch, of course, is that once it's pulled, it can never be put back.
The young boy takes advantage of the newfound powers. Each time he's faced with a boring day at school, a frustrating set of chores, or a scolding from his parents, he pulls the thread, skipping through to the good parts.
As an adult, he continues, leaping through mundane struggles in his marriage, the friction of having a newborn, and the boredom at work. He finds himself pulling on the thread more and more, avoiding even the most minor inconveniences of his life.
But when he wakes up one day and sees an old man looking back at him in the mirror, he's filled with regret. He realizes in that moment that as he chose to skip through the boredom, struggles, and friction, so too did he miss the real texture of being alive.
How often do we all do the same? How easily do we default into this disassociation? Disconnecting from the present in anticipation of some future.
A mentor recently asked me this:
"Where are you going and why are you in such a rush?"
It hit me hard.
And to be honest, I haven't stopped replaying those words since he said them.
Why are you in such a rush?
The world wants you to rush into everything. Rushed decisions. Rushed conversations. Rushed relationships. Rushed timelines.
In doing so, you slowly relinquish your agency. You give up your claim on your own life. Surrender authorship to a pen that was never even yours.
In a world that wants you to rush, the ultimate act of rebellion is presence.
Be in the season you're in. Don't romanticize the past, don't fantasize the future. Be here. Be now. Be in this. All of its texture, depth, and struggle. All of its joy, tension, and pain. Sit with the uncertainty. Become friends with it. Fall in love with it.
Because every single thing you do today is something your younger self dreamed of and something your older self will wish they could go back and do.
The good old days are happening, right now.
And the next time you find yourself skipping through the present, remember these words:
Where are you going and why are you in such a rush?
Robert Graham retweeted
TIGs model for open research has just been proven on one of the most valuable and important problem classes in the world
Multiple innovations from both human and AI researchers built on top of one another's ideas
Ultimately resulting in the largest single improvement in the modern history of the field
The Capacitated Vehicle Routing problem has applications in logistics, space exploration, and is central to robotics
But the consequences of this milestone go much, much further
This breakthrough is a final proof that we can keep algorithms open *and* funded at the same time
It has been known for decades that open development is far more powerful than the closed alternative at scale
This is why the Open Science of the West outcompeted closed science in the Soviet Union
That’s how Linux outcompeted Windows, and accelerated away, never to be caught
But open research can only scale if the incentives are sufficient
TIG built the first incentive mechanism for open algorithmic research, able to capture value and return it to those who generate it
And it does this while keeping all innovation open and available for others to build on top of
This is Open Source, in it’s true sense, super charged by monetary incentives, allocated by a market mechanism, and it is global
TIG will now be scaled to include thousands of challenges, all running concurrently
By providing the incentives necessary for open algorithm development and open data at scale
TIG enables, for the first time, true Open Source development of the fundamental layer of AI
And it does not get any bigger than that
See here for more detail nitter.cf/Dr_JohnFletcher/status…
Robert Graham retweeted
Big month for SN33 in June!
3X revenue, now approaching six-figure ARR
Coding data starts next week 👀
Full report below 👇
Robert Graham retweeted
ReadyAI Revenue Dashboard is Live 🚀
Real-time demand for SN33's structured data pipeline
Starting today, anyone can watch demand for ReadyAI's structured data pipeline as it happens. Revenue, jobs, quotes, and tags produced. Data straight from the Subnet 33 Jobs API is refreshed every 8 hours,
The Early Signal
Exactly what we hoped for. Direct ReadyAI revenue is on a five-figure ARR pace and the curve is steepening week over week.
The Jobs API is open. Beyond our existing enterprise feeds, we're starting to see organic customers find it and plug in on their own. Submit data, pay in USDC over a single HTTP call, get structured output back.
What This Means for Alpha Holders
75% of this revenue goes directly to buying back SN33 alpha from the open market. Every job that flows through the pipeline, enterprise feed or organic API user, funds a buyback for the foreseeable future. All on-chain, all verifiable.
The dashboard you're looking at is the same demand that drives the buyback.
Dashboard: readyai.ai/dashboard
Back to building. Got some exciting news coming on our coding data pipeline and benchmarks to share shortly.
Docs and endpoint details for the API is available here: api.readyai.ai/jobs-api/docs
Incredible opportunity
looking for someone to help us bring Hermes agent to the world. if you're a hermes agent power user and want to help others become one as well, hit my dms or email us to apply!
more info on the forward deployed engineer role: nousresearch.com/forward-dep…
“Show me another project in crypto with the same potential and development activity as bittensor”
You can’t
Bittensor obviously has flaws:
-few issues with the incentive mechanism
-overal subnet quality can be better
-multi consensus could open up more use cases
That being said, the quality is increasing at a rapid pace, many people from frontier labs and so on starting to build and compete, one of the few narratives in crypto that actually makes sense
Show me another project in crypto with the same potential and development activity as bittensor
Robert Graham retweeted
"Bitcoin can be cracked in 9 mins" and related headlines are going virial.
Don't worry - it's mainly FUD and marketing hype - your keys are safe :)
The real headline: "Google just said it has a better quantum attack on Bitcoin-style cryptography, refused to publish the actual algorithm"
Here's a breakdown:
Google dropped a paper that says the attack on Bitcoin-style cryptography may need a much smaller future quantum machine than people thought.
Main claims your hearing:
"They found an algorithm to break eliptic cruve cryptography"
Wrong - they used the Shor’s algorithm - which we have known since 1990s that it can, in principle, break many forms cryptography
So why did Shor not already break everything?
Because knowing an algorithm exists is not the same as having a machine that can run it at useful scale.
You still need a quantum computer that is large enough, stable enough, and error-corrected enough to run it.
What is new is Google saying the quantum computer needed to do this may be much smaller than many people thought.
How much smaller?
Google’s own headline framing is nearly a 20 fold reduction over prior estimates under its superconducting assumptions.
That does not mean they built the machine.
They designed / compiled the attack circuits AND estimated the resources.
"They only need 1,200 qubits now"
Misleading.
Google is talking about logical qubits and NOT physical qubits
A physical qubit is a raw hardware qubit, the actual fragile thing sitting in the machine.
A logical qubit is a more reliable qubit built out of many physical qubits plus error correction.
Why does that matter?
So when Google says about 1,200 to 1,450 qubits, it means ~ 500,000 physical qubits.
Public hardware today is more like ~100 to ~1,200 physical qubits, or only dozens of logical qubits
"Bitcoin can be cracked in 9 mins"
Google is not saying Bitcoin can be cracked today in 9 minutes.
Google is saying that on a future very advanced superconducting quantum computer, the attack might take about 18 to 23 minutes if you do the whole thing from scratch.
Then it says that if the attacker does the first half of the work in advance, and waits for a target public key to appear, the remaining part could take about 9 to 12 minutes.
So "9 minutes" is a future-machine estimate in a best-case attack setup.
The big deal is not "Google discovered quantum computers can break crypto."
We knew that already.
The big deal is that Google says the future machine needed may be a lot smaller than previous estimates suggested. The paper calls it close to a 20-fold reduction under its assumptions.
Not sure who needs to hear this, but the Tesla Diner breakfast tacos might be the best I’ve ever had.
Great read. Supply’s tightening and conviction’s rising $TAO
👏👏
I am very excited to announce the launch of Stillcore Capital, a new Bittensor fund.
My partners are @jason and @rob_svrn.
Our focus will be $TAO and Bittensor subnet alpha tokens.
More at @stillcorecap and stillcorecapital.com.
Robert Graham retweeted
What's next for Chutes 🪂➡️
We've been quietly building - focusing on revenue, customers and features that count.
That means secure compute for enterprise.
That means quality applications for our users.
That means SN64 in the hands of the next million devs, orgs + customers.
