Some thoughts on last night, from someone who ran Australiaās largest crypto exchange and now operates a regulated Bitcoin ETF business.
Roughly $6 billion left Binanceās hot wallets in the span of 20 minutes. Early findings point to a compromised engineerās laptop, not a leaked key or a vulnerability in a smart contract. The attacker didnāt break in. They inherited the authority to move money, and the systems built to move it quickly did exactly that.
That detail matters more than the number. Itās the fourth major exchange breach in recent years with a similar signature. Smart contracts have become genuinely difficult to exploit. Signing infrastructure has not kept pace. The weak point in this industry often comes down to an employee and a device.
This serves as a reminder that the size of an exchange is not necessarily indicative of the strength of its operational security, governance, or internal controls.
Scale should never be mistaken for institutional robustness.
The response deserves credit. Around $3 billion frozen within hours, stablecoin issuers and blockchain foundations coordinating in real time, and Binance committing to cover the loss from its own balance sheet. That is what maturity looks like, and itās why this isnāt Mt. Gox.
But it also exposes a trade-off every exchange makes and few talk about. Convenience and security pull in opposite directions. Every additional check introduces a delay for users. Instant withdrawals are a feature right up until the moment the wrong person gains the authority to move funds.
Running a regulated Bitcoin ETF changed how I think about this. In that world, money doesnāt move simply because a system determines that it should. It moves through a defined governance process, with independent reviews, approvals, and multiple layers of control.
Itās slow. Itās meant to be.
Crypto spent years removing that friction. Last night was a reminder of why some level of friction may have been necessary all along.
We carried that philosophy into Monochrome. Every outgoing transaction is reviewed by a person before it leaves. We donāt offer API withdrawals. No single person or device can independently move client funds.
In an industry working hard to automate everything, we decided that the movement of client funds is one area where human oversight should remain.
An in-kind withdrawal from a Bitcoin ETF can take days. A withdrawal from Monochrome Exchange takes longer than an instant automated transfer, by design.
Security is not just about technology. It is about governance, accountability, and knowing when not to automate.
Juan Granados retweeted
BREAKING: World's largest crypto exchange Binance hacked with over $5.6 billion stolen:
⢠$1.45 billion $BTC
⢠$875 million $ETH
⢠$234 million $TRX
⢠$50 million $XAUT
⢠$1.57 billion $USDT
⢠$823 million $USDC
⢠$75 million $WBETH
⢠$88.5 million $RLUSD
+ $447.5 million additional cryptocurrencies
This is the largest hack in crypto history.
Juan Granados retweeted
Dots are here!
A new way to use AI that works 24/7 for you; get more of your time and attention back to work at a higher level.
openai.com/index/introducingā¦
Juan Granados retweeted
Replying to @elonmusk
thanks for sharing this clip from our podcast (again), keen to speak to you about AI / Robotics (and the roadster) on the show! is there a way we can make this happen? š
Weāre sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics.
The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 Astra.
The problem concerns whether the description of smooth three-dimensional fluid motion modeled by the Navier-Stokes equations can break down. It has remained unresolved for roughly 90 years.
I was wrong. I said we were a year away from Fable 5 on our desk.
That day is today
An open model BETTER than Fable 5 in some benchmarks just dropped
Better than ChatGPT 5.6 on FrontierSWE. Better than Fable 5 on Automation Bench
This fundamentally changes the AI race forever
If people can start running Fable 5 on their desk, unlimited and for free, they are not going to pay thousands for subscriptions
Now let's be clear: will the hardware you need to run Kimi K3 be obtainable for most? No it won't
It will require multiple very expensive Nvidia chips or a bunch of Mac Studio 512gbs
But look at the slope, not the Y intercept. Over the last year local AI has become SIGNIFICANTLY more efficient and required way less compute
The smartest brains in the world are all attacking the compute problem as hard as they can
This is another step in that direction. And within a year or two, you'll be able to run this on a Mac Mini
Local AI has arrived, and it's not going anywhere
Introducing Kimi K3: Open Frontier Intelligence
š¹ 2.8 Trillion Parameters, 1 Million Context, Native Multimodal
š¹ Kimi Delta Attention enables up to 6.3x faster decoding in million-token contexts
š¹ Attention Residuals deliver ~25% higher training efficiency at <2% additional cost
š¹ Built for long-horizon agentic coding and self-evolving workflows
Kimi K3 is now live on on Kimi.com, Kimi Work, Kimi Code, and the Kimi API.
Open Weights by July 27, 2026.
š API: platform.kimi.ai
š Tech blog: kimi.com/blog/kimi-k3
Juan Granados retweeted
Personal update: I've joined Anthropic. I think the next few years at the frontier of LLMs will be especially formative. I am very excited to join the team here and get back to R&D. I remain deeply passionate about education and plan to resume my work on it in time.
Everclaw Livestream Setup | An Agent Starting From Scratch youtube.com/live/DqFqUTA0Z4g⦠via @YouTube
#Everclaw #AI
Juan Granados retweeted
Do you think that OpenAI, Anthropic, and other foundation model companies are undervalued or overvalued? What's your rationale?
Juan Granados retweeted
Power to the people to solve disease, solve aging, and enhance themselves.
this is actually insane
> be tech guy in australia
> adopt cancer riddled rescue dog, months to live
> not_going_to_give_you_up.mp4
> pay $3,000 to sequence her tumor DNA
> feed it to ChatGPT and AlphaFold
> zero background in biology
> identify mutated proteins, match them to drug targets
> design a custom mRNA cancer vaccine from scratch
> genomics professor is āgobsmackedā that some puppy lover did this on his own
> need ethics approval to administer it
> red tape takes longer than designing the vaccine
> 3 months, finally approved
> drive 10 hours to get rosie her first injection
> tumor halves
> coat gets glossy again
> dog is alive and happy
> professor: āif we can do this for a dog, why arenāt we rolling this out to humans?ā
one man with a chatbot, and $3,000 just outperformed the entire pharmaceutical discovery pipeline.
we are going to cure so many diseases.
I dont think people realize how good things are going to get
Juan Granados retweeted
Such a great episode!
I just stepped off the @Abundance360 stage after a FANTASTIC live Moonshots WTF episode with the mates. Thank YOU 250+ audience members for the enthusiasm and on the spot questions. Electric!!!
#abundance360
Juan Granados retweeted
I just stepped off the @Abundance360 stage after a FANTASTIC live Moonshots WTF episode with the mates. Thank YOU 250+ audience members for the enthusiasm and on the spot questions. Electric!!!
#abundance360
Juan Granados retweeted
Announcing The Future Vision XPRIZE.
A global competition with $3.5M+ in prize funding challenging creators anywhere on Earth to imagine hopeful, technology-forward futures worth building toward.
Not warnings. Blueprints. Futures that inspire us to go boldly.
Someone in your timeline is sitting on a vision that could change the world and doesn't know this exists yet.
Share this. Be the reason they find it.
Juan Granados retweeted
AMAZING work by my Moonshot Mate @Alexwg and his team at EON. Can't wait for next-level brain uploads.
Juan Granados retweeted
Replying to @AnthropicAI
@AnthropicAI keeps shipping, @OpenAI's funding is now contingent on AGI, my agents are cranking, and we continue to struggle to keep our WTF episodes under 2 hours (despite doing 2 per week now). Riding the singularity!


































