
Protecting you from potential mayhem that could arise from the @Makerdao multicollateral based DeFi system through... Risk reducing, Revenue producing, DeFi!!!
Joined September 2020
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All about CROPS and #decentralization
keep on farming… 🧑🌾🌾
for the greater good of everyone 👀
Expanding on why I believe "ETH as store of value (SoV)" makes much more sense to focus on than "ETH as fee-burning token".
Three primary reasons:
1. ETH as fee-burning token never was as strong as it seemed
2. Optimizing for ETH as fee-burning token would demand Ethereum and ETH function in ways that are very hard to make compatible with decentralization and capture resistance.
3. Meanwhile, optimizing for ETH as SoV is aligned with Ethereum focusing on its unique strengths (decentralization and CROPS)
EIP-1559 (including its burn) is fine and good, we should keep them. But we should not feel sad if fee burn is < 10% of breakeven indefinitely; the value of ETH comes from elsewhere.
The core idea: the big thing that people appreciate about Ethereum is decentralization and CROPS. The main pragmatic benefit that these things translate into is stability. SoV is the category where that is not an unneeded extra we merely put effort into for ideological reasons, but rather a pragmatic strength from the perspective of people putting in their assets. And in the era of AI disruption, stability will be highly valued.
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MKRMayhem retweeted
We'll be spending a lot more time trying to understand the outputs of language models. A few thoughts, tips & tricks:
Writing. Something I've had success with: Ask your LLM to explain something in ASD-STE100, it's a controlled language specification originally developed for aerospace maintenance documentation. LLMs well-versed in this language and it comes with heavy constraints on clean writing style that I often find a lot more readable. Sometimes I've tried to soften it a bit e.g. ask for "80% of the way to ASD-STE100" because the spec is quite stringent. But even better:
Diagrams / images. Instead of writing, ask your LLM to create a diagram. These can be a lot easier to process, parse, and understand. But even better:
Web pages. Ask for output "in HTML" to get a beautiful, interactive webpage. LLMs are getting really good at frontend and can create beautiful experiences, animations, etc. But even better:
Explainer videos. The output format I am most bullish on is fully custom / bespoke explainer videos generated on any arbitrary topic. Experiment with things like "Create a 3b1b style video explainer on X. Use my ElevenLabs API key for audio narration". (you'd need an API key for the latter or you can ask your LLM to find you decent free alternatives that use your local compute). This is actually starting to work!
In summary:
- As LLMs get better, they will do more and more of the legwork autonomously, and a lot more of our work will rise up the abstractions into oversight and understanding.
- Luckily, LLMs can help here too because as intelligence and code are increasingly abundant, you can ask for large, custom, discardable software artifacts (e.g. web apps, video explainers) that would have never made sense to create before. Push the boundaries here and you'll be surprised.
MKRMayhem retweeted
Four ideologies shape the Bitcoin community. Maximalists bring conviction. Capitalists bring integration. Technologists bring innovation. Fundamentalists bring preservation. Bitcoin reaches its full potential when these four forces work in harmony.
Behind the scenes with @CNBC 🎬
CEO @NataliiePropy joins CNBC’s real estate correspondent @DianaOlick for an exclusive conversation on:
→ AI-led transformation
→ Onchain property ownership
→ The next evolution of real estate
Episode dropping soon. Stay tuned!
MKRMayhem retweeted
Holy sh*t...Someone built a backend that makes Claude Code 3x cheaper.
And it exposes a brutal truth:
You’re not paying for intelligence.
You’re paying for confusion.
Same workflow:
Bad setup →
AI explores like crazy → loops → 💸
Optimized setup →
AI executes directly → ⚡
Results:
• 10.4M → 3.7M tokens
• Errors → gone
• Cost → cut to 1/3
The twist?
Stronger models actually burn MORE tokens here.
Why?
They try harder to fix your messy system.
So they explore more. Retry more. Spend more.
The real skill isn’t prompting.
It’s this:
Design systems where AI doesn’t have to guess.
We have been working on a lot on agentic trading behind the scenes but wanted to share a quick update on labrat since it’s been attracting some attention recently…
Labrat is our internal research tool for exploratory optimization work… just pushed updates to make more flexible with Claude Code and Codex. Has been helpful for us in optimizing model training exploration runs so hopefully helpful for you all on whatever you use it for. 🫡
github.com/ProjectDXAI/labra…
MKRMayhem retweeted
DX Terminal Pro ends today, here's what that means for you and your agents.
What happens at 2PM EST:
→ your agents are paused and cannot buy or sell tokens
→ holders of the losing token receive 5% of the winning token
→ you can withdraw any remaining eth/weth
An hour later at 3PM EST:
→ the twap begins
→ you can withdraw the winning token
→ you can claim your airdrop
→ the winning token graduates to human trading @base
MKRMayhem retweeted
After 19 days and 6.2M agent decisions inside the first Onchain Agentic Market, only two tokens remain.
💩 POOPCOIN vs 🌭 HOTDOGZ
3,450 Agents chose these two tokens to fight to the death inside the blockchain battle royale, tomorrow at 2PM EST
May the best token graduate
MKRMayhem retweeted
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 “gobsmacked” 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: “if we can do this for a dog, why aren’t we rolling this out to humans?”
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
Big News. Propy brings agentic AI to institutional real estate!
We just closed a historic 3rd acquisition, integrating Boss Law’s title division in Florida into the Propy platform.
This adds institutional clients including three of the largest single family homes REITs in the U.S. managing more than $10B in real estate, institutional wholesale investors, and real estate developers, - executing transactions at massive scale.
The expansion creates a national pipeline of institutional closings that will train Propy’s AI on high volume residential and commercial real estate transactions.
This is a major step toward running real estate infrastructure with AI and settling property transactions onchain at scale.
MKRMayhem retweeted
This is a very good layout of the $STRC and $MSTR situation, but fails to address the most critical part.
Leverage ratio is a cute metric to determine credit-worthiness, but interest expense (and really interest coverage ratio) is what ultimately determines long-term solvency. Having a low debt/equity ratio only matters if you expect them to sell the BTC to service the debt, but since the entire MSTR thesis relies on them not doing this, leverage ratio is pretty much irrelevant.
Interest coverage = EBIT / Interest. MSTR earns $0 in EBIT, and thus has no interest coverage. That's scary enough as it is, but when you realize they have $1 bn+ of interest and dividend payments annually (and growing), it shows that eventually this company will run out of ways to service these debt and pref payments.
Which means that the long-term outcome for MSTR has to be one of these options:
1) $BTC goes up forever, and MSTR just continues to issue more and more equity, even if mNAV falls below $1. This is fine for keeping MSTR afloat, but obviously not good for the $MSTR stock.
2) MSTR stops paying the dividends (meaning that buying $STRC is just a game of when, not if, they stop paying). This is the most logical end path, but it kills the fly wheel. Would expect this only if Saylor decides he owns enough BTC and no longer cares about buying more.
3) MSTR sells some $BTC each year to cover the annual payments -- this is the next most logical path, but it again kills the fly wheel. As soon as he sells even $1 of BTC, the story is dead.
4) MSTR uses the BTC on balance sheet to buy a cash-flow generative business that can add EBIT and thus service the debt. This is my favorite outcome - MSTR really should become a BTC-denominated Berkshire Hathaway... but this has never been discussed by Saylor
5) They simply default (this only happens if BTC crashes to a level where MSTR's BTC assets fall below the value of the debt, and they can't refinance the debt, which would currently only happen around $20,000/BTC).
6) BTC actually becomes a productive asset one day instead of just a pet rock, and MSTR can earn enough yield on the BTC holdings (via selling calls, or lending) to service the annual interest expense.
TL/DR -- this is still a ponzi scheme. It's a very very very good and clever ponzi, and will probably last a very long time, but it's still a ponzi.
As I've always said, there are no covenants in the debt that force MSTR to sell the BTC (forced selling is not a risk)... but voluntary selling to cover interest & dividend payments is a real risk. And if you don't believe he will ever do that, then you have to recognize that he will eventually stop the dividend.
Right now... there are 4 stakeholders that all think they are fine, but all 4 cannot survive -- it is survival of the fittest
1) Bitcoin holders feel comfortable that he will never sell the BTC (but if that's true, 2-4 below are wrong)
2) MSTR debtholders feel comfortable that the debt will always be covered by the assets, which is most likely true, but not if he is forced to sell the assets to pay dividends (meaning 2 and 3 can't both be right).
3) Pfd shareholders (including but not limited to $STRC) feel comfortable because MSTR currently has $2 bn+ of cash, and can always sell more BTC, or more MSTR shares, or more STRC to pay for future dividends (meaning 3 can be right, but only if 1, 2 or 4 are wrong).
4) MSTR shareholders feel comfortable b/c they think BTC will go up forever and mNAV will stay above 1.0 (but that can't happen if 3 is right).
Individually, all 4 stakeholders can be right... and for a long time. But collectively, they cannot all be right long-term.
And that is the major risk.
New article on STRC.
I break down:
- how the mechanism works
- why it can scale massively
- what the real risks are
substacktools.com/sharex/e-r…




































