https://sudonull.com/local-ai-on-rtx-3090-mining-build
Build on H510 Pro BTC+ and 3 RTX 3090 for gpt-oss-120b: 110 t/s inference, loading optimization. Tests, diagrams, costs for LLM developers.
Search Articles — Sudonull
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In this project
https://sudonull.com/morgan-stanley-launched-crypto-trading-analysis
Morgan Stanley launches spot trading of BTC, ETH and SOL for 8.6 million clients. Learn how the bank is changing the market and what will happen to DeFi. Read the analysis.
https://sudonull.com/ai-agents-for-crypto-market-analysis-reasoning-action-pattern
Breakdown of GitHub solutions failures and implementation of an adaptive AI agent for BTC signals. Code on agent-swarm-kit, examples from April 2026. For middle/senior dev — study the pattern and implement.
https://sudonull.com/quantum-threat-secp256k1-1200-qubits-to-break
Google optimized Shor for secp256k1: 500k physical qubits, minutes for attack. Learn about on-spend and at-rest risks for BTC/ETH, post-quantum measures. Read the analysis for developers.
https://sudonull.com/diffquant-sharpe-optimization-in-a-differentiable-simulator
Learn how DiffQuant optimizes Sharpe ratio directly through PyTorch graph taking costs into account. iTransformer, hybrid loss, mirror augmentation. Results on BTC: Sharpe +1.73 OOS. For ML engineers in trading.
From other projects
https://ymaho.com/btc-e-what-happened-to-the-customers-money-vinnik-s-answer
Alexander Vinnik explained where BTC-e users' funds went and how they can be recovered. Learn the truth about the fate of one of the most mysterious crypto exchanges.
https://ymaho.com/stack-btc-ceo-change-sparks-uk-crypto-regulation-debate
Stack BTC replaces its CEO as Nigel Farage’s investment draws regulatory scrutiny. Learn how this UK Bitcoin venture impacts everyday investors.
https://ymaho.com/strategy-may-sell-bitcoin-btc-price-below-81k
Saylor's statement about selling BTC to pay dividends crashed the rate. Find out why the Strategy model cracked and what will happen to bitcoin next. Detailed analysis.
https://ymaho.com/farage-and-stack-btc-conflict-of-interest-in-the-crypto-world
British politician Nigel Farage is under scrutiny due to his ties with the cryptocurrency company Stack BTC. Find out why this matters to all investors.
https://ymaho.com/bitcoin-drop-competition-with-ai-and-strategy-s-sale-of-32-btc
NYDIG linked BTC's drop to capital flow into AI and Strategy's sale of $2.5 million. Analysis of causes, consequences, and expert forecast. Read more.
https://ymaho.com/blackrock-bought-btc-and-eth-for-38-89-million-market-signal-analysis
Analysis of BlackRock's purchase on June 11: manipulation, rebalancing, or preparation for options? Insider view on IBIT and ETHA inflows. Read more.
https://ymaho.com/whale-activity-on-binance-btc-inflow-growth-and-bitcoin-price-drop
Analysis of the sharp increase in BTC inflow from whales on Binance amid the Bitcoin price drop. Dual signal: fear of selling and hidden opportunities for investors. Read the details.
https://ymaho.com/record-outflow-from-btc-etf-money-moves-to-xrp-and-solana
Bitcoin and Ethereum ETFs lose billions while XRP and Solana attract record investments. Find out why institutions are changing their strategy and how to profit from it.
https://ymaho.com/quantum-threat-to-bitcoin-1-7-million-btc-at-risk
Find out why 1.7 million bitcoins could become vulnerable to quantum attacks and what this means for the market. No panic — just facts.
https://ymaho.com/corporate-bitcoin-holdings-why-companies-buy-btc
Public companies now hold over 5% of all Bitcoin. Discover why corporations are treating BTC like a savings account and what it means for everyday investors.
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