Opus 5.5 is currently controlling my computer and testing my app. I didnt really ask, but hey, let him cook. Wild times.
Tani retweeted
*SEC STAFF ISSUES FAQS ON CRYPTO ASSET SECURITIES LAWS APPLICATION
*SEC STAFF: TOKEN BUYBACKS ON FUNCTIONAL PROTOCOLS DO NOT CONSTITUTE MANAGERIAL EFFORTS
*SEC STAFF: LIQUID STAKING TOKENS ARE DIGITAL COMMODITIES OR TOOLS, NOT SECURITIES
*SEC STAFF: MAINTENANCE, ENHANCEMENTS, SYSTEM GRANTS NOT CONSIDERED ESSENTIAL MANAGERIAL EFFORTS
*SEC STAFF: PROMOTING CRYPTO UTILITY WITHOUT PROFIT CLAIMS GENERALLY NOT AN INVESTMENT CONTRACT
Frontier humans to the front
People are going to realize it takes a frontier human to extract productivity out of a frontier model, and there is simply not enough frontier human to compensate for the capex relying on revenue from training frontier models (yes if you remove training compute demand the whole thing is unprofitable already, and that’s before token price depreciation). Put it simply, demand for intelligence isn’t infinite and is in the shape of a bell curve, and cheaper models are slowly eating their way into the bell curve, leaving frontier training cost rely on a smaller and smaller tail of intelligence demand. In the end you are left with a billion dollar training run which only use is to solve Navier Stokes, because all the other tasks that are useful for the current economy can be run on cheaper models
This is a brutal situation for many Bitcoin holders. @COLDCARDwallet, disclosed a seed generation vulnerability that caused less entropy than thought.
BUCKLE UP. HERE WE GO.
It is time for everyone to revisit their security setup and understand exactly where the randomness protecting their Bitcoin came from.
I have been extremely militant about generating seed entropy from 100+ physical dice rolls on an offline hardware wallet. I have generally used @KeystoneWallet because I prefer its air-gapped abilities.
Before creating a real wallet, I perform a disposable test using a separate roll sequence. I enter those test rolls into the hardware wallet and independently reproduce the expected seed using an offline copy of the Ian Coleman BIP39 tool (online found here: iancoleman.io/bip39/). I never enter a real seed or real dice sequence into the live website or any internet-connected computer.
When both systems produce the same result, it confirms that the hardware wallet is converting that particular dice sequence into the expected BIP39 mnemonic.
This verification has limits. It does not prove that the entire device, firmware or supply chain is uncompromised. A sufficiently malicious device could behave correctly during a test and behave differently later. What the test establishes is that the dice-roll derivation works correctly for the tested sequence.
After completing the disposable test, I wipe the hardware wallet and begin again with a completely new set of 100-plus physical dice rolls.
THAT NEW ROLL SEQUENCE IS SECRET KEY MATERIAL.
I never photograph it, type it into a phone, store it digitally, send it through a messaging app, or enter it into an internet-connected computer. Once the resulting seed has been securely recorded and verified, the original dice sequence should no longer be exposed.
More than a year ago, I had a conversation with COLDCARD after noticing that its displayed seed did not match what I expected from my dice-roll input. I could not determine whether the discrepancy arose from how the device mixed its own entropy with my dice rolls, from a difference in the derivation process, or from a mistake in my verification method.
Because I could not independently reproduce and fully understand the process, I stopped. I never transferred any meaningful funds to that COLDCARD Q, despite being interested in its QR code, NFC, and other features.
That remains my fundamental rule: if I cannot understand and reproduce the seed-generation process, I am still trusting the device.
According to Coinkite, a firmware integration error caused affected devices to use a software pseudorandom number generator as a fallback instead of receiving the intended randomness from the hardware RNG. The company currently estimates that affected Mk3 seeds may have had an effective search space of approximately 40 bits. Affected Mk4, Mk5 and Q seeds received additional secure-element entropy but may still have had only approximately 72 bits, rather than the expected minimum of 128 bits.
Importantly, Coinkite says independent dice entropy was still included. At least 50 fair, private, and independent six-sided dice rolls provided approximately 128 bits of entropy from the dice alone. At least 99 rolls provided approximately 256 bits.
This means a correctly performed 100-plus-roll process appears to protect against this particular RNG failure, provided the rolls were genuinely random, remained private, and were applied to the final seed that was actually used. I had no way to verify this, thereby voiding the “Don’t Trust, Verify” motto.
It still does not eliminate every possible hardware, firmware, or supply-chain attack. Nothing does. It reduces dependence on the device’s internal random-number generator and gives the user an independently controlled source of entropy.
Most hardware wallet users probably let their device generate their seed automatically. Until now, that has generally been viewed as reasonable when using reputable, well-reviewed hardware. This disclosure demonstrates that even open-source firmware, secure elements, and established manufacturers can contain subtle failures for years.
Artificial intelligence does not suddenly make a properly generated 128-bit or 256-bit seed brute-forceable. What AI may do is help attackers audit old code, discover implementation mistakes, and automate attacks against wallets whose real search space is dramatically smaller than intended.
We also live in an age in which people generate seeds through mobile apps, browser extensions, desktop software, custodial services, and even messaging bots. I do not consider a seed generated on a general-purpose, internet-connected device appropriate for securing long-term savings, I do expect them to get compromised at some point.
This means those keys exist in a much larger and more complex attack environment. Malware, malicious browser extensions, cloud backups, screen capture, clipboard monitoring, operating system vulnerabilities, and user approved malicious transactions all create additional risk.
I use hot wallets, but I treat them like the physical wallet in my pocket, which is convenient, useful, and limited to an amount I am prepared to lose.
I am also cautious about hardware wallets that require a direct USB connection to a computer. Air gap reduces that particular exposure, but QR codes, NFC, microSD cards, firmware updates and transaction data are still communication channels and must be handled carefully.
ALL OF THIS IS A DISASTER FOR NORMIES AND MASS ADOPTION.
The average person should not need to audit random-number generation, understand entropy calculations, verify firmware or roll a die 100 times to hold assets safely. Every additional security step creates another opportunity for confusion, error, or permanent loss.
For people who are willing to accept the responsibility, however, there are ways to reduce the risk.
My preferred approach is to generate entropy using at least 100 fair and independent rolls of a physical six-sided die through a documented dice-only process. The implementation should be independently reproducible, and the real roll sequence must never touch an internet connected device.
I personally prefer a properly generated 24-word seed, which begins with 256 bits of entropy. A genuinely random 12-word seed still contains 128 bits of entropy and is not presently practical to brute-force, so people should not panic merely because they use 12 words.
A strong BIP39 passphrase can create an additional independent barrier. It is commonly called the “25th word,” although it can be much longer than one word. It also introduces a serious new failure mode: every passphrase produces a valid wallet, and forgetting or mistyping it can result in permanent loss. The passphrase should be backed up precisely and stored separately from the seed.
Multisig wallets can add another powerful layer of protection, but only when they create genuinely independent failure domains. Ideally, the seeds should be independently generated, the signing devices should not all depend on the same hardware and firmware implementation, and the backups should be stored in separate locations.
Multisig also creates additional complexity. Wallet descriptors, device configuration, recovery testing, and inheritance planning all matter. A sophisticated setup that the owner cannot reliably recover may be less safe than a simpler setup that has been thoroughly tested.
The current COLDCARD disclosure concerns the seed-generation path, not a demonstrated defeat of Bitcoin’s cryptography or a universal compromise of hardware secure elements. Nevertheless, it is a serious reminder that a hardware wallet’s security claims are only as strong as their implementation.
Anyone whose seed was generated on affected COLDCARD firmware should read Coinkite’s current advisory, and then migrate funds carefully.
I continue to use Keystone as my primary hardware wallet. By providing my own independently generated dice entropy and verifying the derivation process before creating the real wallet, I feel more confident about where the randomness protecting my seed originated.
That does not mean my setup is invulnerable. It means I have identified the assumptions I am making and reduced my dependence on at least one important component: the hardware wallet’s internal RNG.
Do your own research. Understand the tradeoffs in your setup. Keep only limited spending balances in hot wallets. Test your recovery process before relying on it. Most importantly, help your friends and family understand that buying a hardware wallet is not the final step. They must also understand how it generates, stores, and uses their keys.
I welcome criticism of this post and my approach. I am always looking for weaknesses in my own security model. At the end of the day, my goal is to help others remain safe and secure in the wild, wild, wild west that we continue to endure.
(Ideas all my own, slop via GPT)
“Hey, what do you do for work?”
“Oh, I babysit models all day.”
“Man’s living the dream!”
“Yeah…”
*opens another Claude Code tab*
Big *and* true
Excited to announce our partnership with Pairpoint by @VodafoneGroup
Allora will deliver the predictive intelligence layer for EV route optimization, with continuously evaluated forecasts of energy consumption, charger availability, and pricing at time of arrival.
Looking forward to bringing this initiative to life.
Airdrop gonna be fat on this one. You can even donate in sol!
We're thrilled to be a part of the latest @Giveth round with $100K matching from @glodollar!
If you ever felt like donating & supporting DCTRL to help keep the space alive & flourishing with free public events, now is the time!
Round ends Feb 14! 💜
giveth.io/project/dctrl-club…
What a chad! Vancouver leading the way of municipal adoption. Bullish
Today Vancouver officially became a Bitcoin city 🌽👏🏼
So thrilled to be a part of this community and am very excited for the future 🎉
Thank you @KenSimCity for bringing this motion forward ✌🏼
Here’s what I had to say in favor of the motion 🫡


















