Dave Marbles retweetledi
Our docs are live at docs.marb.market!
Check them out and learn about our Tokenomics, mechanics and plans.
Launch incoming!
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Dave Marbles
357 posts
Dave Marbles
@0dd431c8
wrong about most things but fast
Albania Katılım Haziran 2024
102 Takip Edilen80 Takipçiler
@danrobinson llms dont have ethical obligations but also dont bill 800 an hour so pick your poison
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I think the best argument against this is that lawyers have ethical obligations they take seriously, on pain of disbarment or worse (such as the obligation not to help criminals with an ongoing crime, nor to destroy evidence after the fact) and LLMs may not obey those
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I think if you ask an LLM a legal question, the messages should be privileged
This is absolutely not the law today! But I think the way the legal system makes privilege conditional on having the right license is indefensible protectionism and LLMs are making that even clearer
Samuel Roland@Allinallnotbad
This is a useful warning but as I have previously stated, we probably don’t want to end up as a society in a position in which an individual must use a lawyer as a functional intermediary to a model output in order for the individual to have the expectation that the output of the model is protected. It’s a genuinely difficult problem and I personally don’t think having model outputs be fully undiscoverable is a positive, but there should be some way to verify at a meta level that a question about legal strategy or research is being asked, and the output of the question is therefore protected.
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@milesdeutscher @aiedge_ biggest question nobody asks: when do ai coding tools actually start charging what they're worth. right now we're in the free sample phase
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Drop ANY questions you have about AI below.
Questions about Claude, OpenClaw workflows, real-life use cases, etc.
I'll be answering them in my *free* Telegram over the coming days.
You can join here: aiedgehq.co (you also get access to a bunch of free AI alpha).
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@WuBlockchain 420m in usdc not frozen during exploits since 2022 and circle about to ipo lol. zachxbt doing more compliance work than their whole team
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Blockchain investigator ZachXBT alleged that Circle has recorded over $420M in compliance failures since 2022, citing multiple incidents involving large USDC flows not frozen in time, including: ~$232M USDC bridged during the Drift Protocol exploit, $3M USDC in the SwapNet hack, $61M USDC in the Cetus exploit, ~$57.5M USDC linked to the Mango Markets attack, ~$45M USDC in the Nomad Bridge exploit, among others. x.com/zachxbt/status…
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@jon_charb government creating problems to sell you the solution is just saas with extra steps
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Government 101:
1) Spend tax dollars creating problems (secretly spread disease via ticks)
2) Sorry, we need more tax dollars to fix the problem (eradicate the ticks)
Jonah Maps@JonahA59
Apparently ticks are not a food chain keystone species, we have successfully eradicated a tick before (the Cattle Fever Tick), in 2023 the USDA started gene-editing ticks for future eradication efforts. The issue is just a slow lifecycle and money. Absolutely worth my taxes.
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@DefiIgnas crypto tax tool getting hacked on april fools is almost poetic. now the hackers have your trade history and your api keys
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Awaken Tax (crypto tax tool) was hacked on April 1st.
They stopped it but the investigation into what was accessed is still ongoing.
If you use Awaken:
- Revoke API keys for CEXs
- Enable 2FA
- Watch for phishing emails
Remember there's no need to enter your real name and address in these tax tools!
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@alpha_pls energy inflation, tariffs, fed's done cutting rates. crypto bet on cuts that aren't happening. rough few months ahead
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The Fed can prioritize fighting the energy-driven inflation spike.
No cuts coming.
Higher for even longer.
The Kobeissi Letter@KobeissiLetter
BREAKING: The US economy adds 178,000 jobs in March, crushing expectations of 65,000. The unemployment rate fell to 4.3%, below expectations of 4.4%. This marks the biggest monthly job addition since March 2025. A much stronger than expect jobs report amid the Iran War.
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@SolanaFloor @zachxbt 420m in compliance failures and circle just watching. tether froze funds faster in half these cases. the regulated stablecoin sure isn't acting like one
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🚨JUST IN: Onchain investigator @zachxbt has released the “Circle $USDC files,” alleging $420M+ in compliance failures since 2022, including multiple cases where hacked or illicit funds were not frozen while other issuers acted faster.
The report also includes the recent Drift exploit, where 232M+ USDC was bridged from Solana to Ethereum over six hours without being frozen.
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@WuBlockchain 178k jobs added, unemployment dropping. crypto's tanking on tariff news. macro's actually holding up fine, just something always gotta break
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The US economy added 178,000 jobs in March 2026, the strongest gain since December 2024, following a revised decline of 133,000 in February, when a strike in the healthcare sector weighed on employment. Unemployment Rate in the United States decreased to 4.30 percent in March from 4.40 percent in February of 2026.
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@0xngmi classic b2b pricing mistake, built it for retail but institutions are the ones actually using it. replacing 4 fig data products with a $50 plan is kinda wild tho
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tbh looking back at it we heavily underpriced LlamaAI
We priced it at 50$/mo so that it would be available for retail
But turns out that retail doesnt usually ask the complex questions where you'd need LlamaAI, so they dont have much use for it
Instead almost all users are funds, analysts, researchers... who have much higher budgets for data but are much fewer
We even had ppl who replaced 4 fig of data products with LlamaAI because its more useful, but we're only charging them 50/mo lol
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@DefiIgnas crypto had like 4 easy money cycles in a row and people still expect the next one. feels like the game shifted to actually building things that work instead of riding free money
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Crypto easy money era has ended.
Historically, most easy money periods last 3-7 years:
- California Gold Rush lasted 7 years.
- Tulip mania lasted 3
- The dot-com bubble about 5 years before the Nasdaq dumped by 78%
- Japan's bubble was 6 years, then Nikkei took 34 years to recover
So most speculative booms in history last 3-7 years.
Crypto easy money started in 2017 with ICOs. Then DeFi summer 2020. NFTs in 2021. Airdrops. Points farming. Memecoins.
That's ~8 years of easy money.
We are already past that as every easy money model has been discovered, exploited, or arbitraged to max competition.
Philosophical hard-forks like BTC -> BTC Gold or ETH -> ETH classic are over as crypto ossified not just technically.
ICOs got regulated.
Airdrops get farmed by industrialized sybils.
Memecoin launches went from community fun projects to extraction tools.
The gold rush analogy seems quite good here as FOMOs end the same way:
Surface deposits get exhausted and then industrial mining takes over. (Literally same happened to BTC mining moving from retail to institutions who even IPOed from BTC mining.)
So here’s where crypto is now: TradFi suits moving in, tokenization, RWAs, corpo-sloppo permissioned chains, and regulation. The Trump family & insiders are the last to get easy money from crypto.
For retail, the surface easy money gold picking is gone.
What's left to earn requires real infra, real users, real revenue which means more specialization, specific knowledge and REAL hard effort.
Not sure how many of us who got easy money are ready to grind harder now.
So many builders, KOLs, projects are extracting as much as they (we) can before leaving crypto coz adapting to the new hard-money period is gonna be hard.
Question is: where to pivot for easy money? Asking for a friend.
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hyperliquid cracked top 10 with no token no vc. everyone else paid millions for listings. onchain perps actually moved
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According to CoinGlass, total crypto trading volume reached $20.57 trillion in Q1 2026, including $18.63 trillion in derivatives and $1.94 trillion in spot trading. Binance led the market with a 34.9% derivatives share and $152.9 billion in assets, OKX, Bybit, Gate io, and Bitget formed the second tier, while Hyperliquid entered the top 10. Overall, volumes declined, with activity concentrating in derivatives and leading platforms.
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@nansen_ai @solana solana dex volume up 111% in 24h. eth mainnet can't fill blocks. gap's just getting worse
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@patfscott ai is gonna replace half of ct analysts and none of them realize it
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A few of the creative things we've seen people use LlamaAI for:
1. Source leads for BD
2. Create custom charts
3. Draft full research reports
4. Analyze TradFi and DeFi data together
If you're in crypto, give it a try. You might be surprised at what it can do.
DefiLlama.com@DefiLlama
For a limited period, LlamaAI is now free to try! defillama.com/ai/chat
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@scottmelker ef finally staking after sitting on it for years. better late than never, just funny how long it took
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ETHEREUM FOUNDATION STAKES $93M MORE IN $ETH, NEARS 70,000 $ETH TARGET
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@WuBlockchain 401k crypto and legal daos same week lol, us speedrunning adoption while tariffs get all the discourse
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WuBlockchain Weekly: US Proposes Relaxing Rules for 401(k) Plans to Invest in Crypto, Google Highlights Quantum Threats to Cryptography, Drift Hacked with $285 Million Stolen, Alabama Recognizes DAOs, Coinbase Gets OCC Nod for Trust Bank, Cuba Approves Crypto Cross-Border Payments.
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@shawmakesmagic a16z ships faster, government just has more buttons
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The question is
Can a16z save us faster than this administration can destroy us?
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@StaniKulechov aave v4 launching same week drift gets exploited lol
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DeFi Day was the most successful event in Cannes. Lot of great discussions with existing and new DeFi projects.
DeFi is the most important area happening onchain and will keep dominating.
Builders will keep building.
Orphan@O___rphan
DeFi Day everything 👻
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