Picaye retweeted
Published KIP 22 to help Kaspa users better protect their funds from future quantum attackers by keeping public keys hidden until spending
github.com/kaspanet/kips/blo…
Picaye retweeted
Had a really interesting conversation with Kaspa core developer @michaelsuttonil about the Kaspa Privacy Initiative today.
We discussed our candidate architecture for a scalable shielded native KAS protocol, using covenants, ZK proofs, permissionless relayers and batchers.
One of the biggest takeaways was how much of the infrastructure we're looking for may already be available through Kaspa's Based Apps and KIP-21.
In our original design, one of the challenges was ensuring that batchers couldn't selectively omit user operations while claiming to have processed a complete batch.
With Based Apps, user operations can be ordered directly on Kaspa L1 in an application-specific lane. KIP-21 provides cryptographic sequencing commitments, allowing a properly designed settlement proof to demonstrate that the relevant operations were processed correctly.
That could remove a substantial amount of custom infrastructure we'd otherwise have to build ourselves.
We also discussed canonical bridges, recursive proving and why sharding may introduce unnecessary complexity at this stage.
Our next step is a small Based App feasibility PoC on TN10.
We'll test lane ordering, execution, proof-based settlement, deliberate transaction omission and independent reconstruction before adding the actual shielded privacy logic.
No architecture has been finalized. The goal remains to find the safest, most scalable and most decentralized solution, not to defend an earlier design.
Really appreciate Michael taking the time to share his insights. Conversations like these are incredibly valuable.
Technical feedback, criticism and contributions are very welcome!
github.com/olafweller/kaspa-…
Running Qwen3.8 Flash-Next Coder with 524k context at average 72 token/per second. Fully private on my old RTX3090 with 128 RAM and a SSD. Wild. Very usable in connection with Hermes.🥳🚀 Using github.com/Niko1221/Strata v1.31 - can't recommend enough
Imagine you spend Trillion on LLM and related data Centers. Then @typesafeai comes along and males you look slow and stupid.
What better bailout than nationalisation.
Jev is making waves - smart new type of AI by @typesafeai
A nice use-case is to make my Hermes do less tool calls - thereby use less tokens. github.com/picaye/jev-compac…
@Teknium
Picaye retweeted
China has won the AI race by a wide margin. The AI bubble has burst.
Yesterday, all AI bosses agreed to slow the pace of development and want the government to help.
Why? Because China announced a super mega giga data center in Inner Mongolia.
It is 1,000 times larger than Elon Musk’s Colossus data center in Memphis, TE, which he describes as the world’s largest AI supercomputer.
American AI companies cannot compete. They could find a place big enough to build it, but they do not have enough chips. Even if the chips were made in China, they would not have the electricity to run it. They would have to build several nuclear power stations. That takes time.
China can do it in Ulanqab. And they are quite advanced.
Now it is clear why the Chinese gave away their AI weights for free, so anyone can install AI in the basement at no cost.
China will not compete in producing the best AI (weights). They leave that to the open community—the best independent AI people around the world.
As I reported a few days ago, China is competing in the business of running AI by providing the data centers.
They have won by a wide margin with open-weight technology, and the world is a winner. We get cheap AI that does not kill mankind.
You had better sell your AI shares.
By now, it's amply clear that the big bosses of US frontier AI labs are really, really scared of China.
And, fascinatingly, part of the answer why might be a tiny place in Inner Mongolia that you've probably never heard of: Ulanqab prefecture.
Heard of it? Didn't think so.
Even myself, who's traveled to Inner Mongolia twice, had never heard of it before researching this story.
This is because, at first glance, this place is pretty unremarkable. Check its Wikipedia page (en.wikipedia.org/wiki/Ulanqa…) and you’ll see the only thing it’s famous for is being the birthplace of He Pingping, who briefly held the Guinness record for world’s shortest man.
That’s it, that’s the list!
Otherwise, it's just a sparsely populated - 1.5 million people, minuscule by Chinese standards - stretch of windswept grassland on the Mongolian plateau.
Except there is one number that tells you there is more to this place that meets the eye: this tiny prefecture consumes nearly 1% of all of China's electricity - and that number is growing by double digit numbers every year.
And yes, I did write **consume**, not produce.
In fact, when you divide Ulanqab's electricity consumption by the number of households living there, each household in this remote corner of Inner Mongolia "consumes" about 105,000 kWh in electricity, roughly 10 times the U.S. average. Insane electricity consumption numbers.
So what are the Ulanqabese doing? Are they all running 10 American households' worth of appliances?
Here is another number that might clue you in on the answer: over the past few years, this unremarkable prefecture has quietly signed over half a trillion yuan (and, yes, that’s trillion, with a "T") worth of investment deals from all the major Chinese tech giants.
What is going on, you'll have guessed by now, is the most ambitious data center buildup anywhere on earth - and it's really surprising this hasn't been talked about more because the scale is beyond anything else, and by an immense margin.
Take Elon Musk's so-called "Colossus" datacenter in Memphis, Tennessee which he pitches as "the world’s largest AI supercomputer."
According to their own numbers (x.ai/colossus), Colossus has 200,000 chips, which, let's be clear, is already super impressive.
In datacenter lingo, this converts to roughly 5000-6000 "racks": you know, the fridge-sized cabinets full of blinking lights you see in every movie scene set in a server room.
How many racks are they building in Ulanqab? Over 5 million.
Yes, about one thousand times the scale of "Colossus" 🤯
I tripled-checked the number: it is indeed the official number published by authoritative sources such as "Science and Technology Daily", the official newspaper of China's Ministry of Science and Technology (stdaily.com/web/gdxw/2026-08…).
This is an absurdly large amount of compute.
What we see appearing in this Inner Mongolian steppe may be the closest thing to a world brain humanity has ever built - a place where a large share of the world's thinking will physically happen.
And - as we'll see - what makes this story so fascinating is not just the scale, but why it's getting built in this particular patch of Inner Mongolian grassland which combines a number of characteristics unlike anywhere else.
If you believe, as I do - and as both China and the US obviously do as well - that AI will be the defining technology of the 21st century, this makes Ulanqab one of the single most relevant geopolitical places in the world right now.
The full story - the Chinese government plan Ulanqab is part of, energy prices, chips and the strategic questions this raises - is here: arnaudbertrand.substack.com/…
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Picaye retweeted
Why $KAS | @kaspaunchained is the easiest buying opportunity in the market today?
The setup in one line:
âž The market paid close to $5B for $KAS when it ran 1 block per second and had zero smart contracts.
âž Today it runs 10 blocks per second, has a live token standard and a growing app layer, and trades at ~$700M.
✦ The valuation gap
ATH was $0.2074 in July 2024. Cap close to $5B. Top 25 asset. Marathon Digital literally pointed rigs at it to diversify revenue.
Today: ~$700M cap, ~$0.026.
That's an ~86% drawdown in market cap. Reclaiming the old peak is roughly a 7x from here. Not a prediction. Just the math of the gap.
Kaspa for me is definitely one of the few projects where I see this gap and say - "It might very well reclaim it" instead of "not going to happen again".
✦ Cleanest Supply In The Entire Space
No premine. No ICO. No VC allocation. No team treasury. Fair launch.
~27.6B of 28.7B max supply already circulating. That's 96%+.
People definitely underestimate this, we reviewed $PLUME yesterday and its unlocks were dragging the price like crazy - even though MC had increased in 2026, the price for PLUME had not.
Kaspa on the other hand has no unlock cliffs to worry about. What you see is what you get.
FDV's start stinging in the bull run even more than the bear, that's just a fact.
✦ The tech is not the same coin
May 2025: Crescendo hardfork. 1 BPS to 10 BPS. Block time 1000ms to 100ms. ~4,000 TPS.
KRC-20 and KRC-721 live. Smart contracts arriving via L2.
Atomic swaps to ETH with no wrapped tokens.
600M+ cumulative txns. 158M in a single day on Oct 5, 2025 (What timing, right? )
Next: DAGKnight, then the Covenant hardfork (native assets, programmable covenants, ZK).
✦ The community never left
Despite nearly a 8x dropdown since ATH, the Kaspa community has been patient and active all this while.
We know this because all we do is scroll crypto internet throughout the day. A lot of communities have died since Oct '25 - kaspa's has more or less been the same.
~545K addresses hold at least 1 KAS. Top 1,000 wallets hold ~58.8%, broader than most top 100 tokens.
No VC positioned to dump. Devs funded by the community directly which for such a big project is crazy to think of still.
A full year of falling price and the base didn't scatter. This just adds a whole lot of confidence really.
✦ The Binance / Coinbase thing
How the hell did $KAS not get listed on Binance despite being a $5B asset is beyond me. It really is.
Still no flagship spot listing on Binance. Coinbase involvement limited and debated. Both run derivatives only.
Community theory: Kaspa is faster and cheaper than Base and BNB Chain, so listing it means feeding a competitor.
Boring theory: slow volume, compliance cost, PoW integration is work.
Both can be true. A spot listing would be one of the biggest catalysts in KAS history. But don't build a thesis on a catalyst you can't control.
BUT it still leaves a huge door open. Kaspa had reached top 25 without a Binance/Coinbase listing, what if it does get listed on these platforms? 🤔
✦ Bottom line
See there's no guaranteed trade in crypto. All we can do is speculate. This post too is not financial advice at all.
I'm just saying this - a network is priced near cycle lows while its fundamental sit at all time highs on the build side.
Oh and yes, do you really think $KAS is not billion dollar asset?
$kas is the ultimate contrarian play of our time. Play it safe and deposit in a bank account - with inflation higher than interest rates and no upside. Or take a risk and buy $kas at these depressed price.
When Hitler invaded Poland, John Templeton borrowed money and told his broker to buy $100 of every stock trading below $1.
There were 104 of them.
The broker called back with a problem: 37 were already bankrupt.
Templeton told him to buy those too.
He believed that if America entered a major war, even companies considered nearly worthless could return to production. One of the positions was Missouri Pacific preferred stock. It had fallen from $7 to 12 cents and had not paid a dividend in years.
Templeton bought roughly 800 shares for $100.
When the position reached 40 times his purchase price, he sold. The stock later climbed to $105.
That trade became an early version of the philosophy behind the Templeton Growth Fund, where $10,000 invested at its 1954 launch reportedly grew to roughly $2 million by the time he sold the business in 1992.
In this rare Charlie Rose interview, Templeton explains that bargains do not appear because the market calmly calculates fair value. They appear because frightened owners are desperate to sell.
His job was to determine whether the pessimism had pushed the price below what the business could eventually earn.
He compared earnings, growth, dividends, book value, and competitors. If similar companies traded at 25 times earnings while one credible business traded at five, that was where the research began.
Templeton became a billionaire by buying assets other investors were emotionally unable to hold.
This interview explains the arithmetic beneath the contrarian mythology.























