ALBΞRT
1.9K posts

ALBΞRT
@AlbertBlocks
🎲Speculative Attention Economist 🚫Not financial advice

Buy more bitcoin than you sell.

If you bought 143k in potatoes last month You’d now be a millionaire

JUST IN: Michael Saylor's Strategy proposes selling some Bitcoin to pay dividends. "You buy Bitcoin with credit, you let it appreciate, and then you sell Bitcoin to pay the dividend."

Introducing SubQ - a major breakthrough in LLM intelligence. It is the first model built on a fully sub-quadratic sparse-attention architecture (SSA), And the first frontier model with a 12 million token context window which is: - 52x faster than FlashAttention at 1MM tokens - Less than 5% the cost of Opus Transformer-based LLMs waste compute by processing every possible relationship between words (standard attention). Only a small fraction actually matter. @subquadratic finds and focuses only on the ones that do. That's nearly 1,000x less compute and a new way for LLMs to scale.

Polymarket Accelerates in early 2026 3x more traffic than all other Prediction Markets combined Counting the math, one in 31 people with internet access from non-restricted region has visited Polymarket website at least once during last 90 days




we’re 6 to 9 months away from Opus 4.5 + Claude Code–level quality running locally on a 32 GB GPU or a MacBook

DeepSeek-V4-Flash 🔹 Reasoning capabilities closely approach V4-Pro. 🔹 Performs on par with V4-Pro on simple Agent tasks. 🔹 Smaller parameter size, faster response times, and highly cost-effective API pricing. 3/n



🔓 5 years of DeFi/crypto exploits, 2020–2026 YTD: where the money actually leaks. 📉 Protocol-logic exploits collapsed: 37% (2021) → ~5% (2024). Audits, formal verification, fuzz harnesses, immutable bug bounties — they actually work. 📈 But total losses didn't fall — keys / infra / CEX / UI supply-chain became 80–95% of the pie: • Bybit $1.5B (Safe{Wallet} supply chain, Lazarus, Feb 2025) • Kelp DAO via LayerZero $292M (RPC compromise + DDoS failover, Apr 2026) • DMM Bitcoin $305M (private key, May 2024) • WazirX $235M (multisig, Jul 2024) • Mixin $200M (cloud DB breach, Sep 2023) ⚖️ 2025 partial recovery to 20% logic: Cetus (Sui) $223M, Balancer V2 $128.6M precision heist, GMX V1 $42M. The weakest link moved from code → humans, cloud, endpoints. Sources: Chainalysis, SlowMist, Halborn, Immunefi, DefiLlama, REKT DB. #DeFi #CryptoSecurity


Introducing Claude Opus 4.7, our most capable Opus model yet. It handles long-running tasks with more rigor, follows instructions more precisely, and verifies its own outputs before reporting back. You can hand off your hardest work with less supervision.






