RESEARCH · MARKET BRIEFS · STRATEGY REPORTS
AlphaNet Blog.
Institutional-grade quantitative AI trading intelligence, market dissection, and strategy performance reports from the AlphaNet research desk.
The CLARITY Act failed. Here is where AlphaNet stands.
The Senate declined to open debate on the CLARITY Act, ten votes short. What the failure means for US crypto regulation, the three disputes that sank it, and why it does not slow AlphaNet down.
5 MIN READ↗ MARKET BRIEFSEP 15 2026CLARITY Act Vote Tests Senate Support for Revised Crypto Rules
The CLARITY Act vote on September 15 tests whether revised US crypto-market legislation has enough Senate support to advance. Progress could ease regulatory uncertainty; another delay would prolong it.
4 MIN READ↗ MARKET BRIEFSEP 11 2026Zcash ETF Rally
ZEC's $500M ZCSH ETF milestone met a 12% Friday reversal. All three ZEC strategies swept the top of the 30-day leaderboard — here's what the reversal tests.
6 MIN READ↗ RESEARCHSEP 03 2026Best AI Trading Bots: AlphaNet vs Bots, Agents and Hyperliquid Vaults
Compare rules-based bots, LLM trading agents, Hyperliquid copy trading and vaults—and see where AlphaNet fits as a 3Commas alternative.
10 MIN READ↗ RESEARCHSEP 03 2026Why the Future of Asset Management Is a Decentralized AI DEX
How AI in asset management moves on-chain through decentralized infrastructure, public performance records, permissionless access and composable strategies.
10 MIN READ↗ RESEARCHSEP 02 2026What Is AI Quant Trading? Inside AlphaNet's AI Quantitative Trading Platform
A practical look at quant trading, quantitative strategies and the AI models, execution, risk controls and capacity discipline behind AlphaNet.
10 MIN READ↗ RESEARCHSEP 01 2026Why Do Retail Traders Lose Money?
Why do most retail traders lose money? The statistics point to structural disadvantages, fees, position sizing and crypto risk-management failures.
10 MIN READ↗ RESEARCHAUG 31 2026Can AI Agents Trade? Inside the Trading GPT Experiments
Seven seasons, 49 models and 2,686 trades: what live trading GPT experiments reveal about AI trading agents, execution and profitability.
10 MIN READ↗ PLATFORM REPORTAUG 26 2026The First Eight Months
What we set out to build, what we delivered, and what ships next. +32.6% equal-weighted basket vs −12.0% passive across the same assets — and +177.0% capital-weighted across the platform.
10 MIN READ↗ MARKET BRIEFAUG 02 2026The 439% Margin Call
The best-performing large fund in the world — up 439% net in H1 — was forced to sell $16 billion of stock in 24 hours. The best trade of the week required no opinion about AI at all.
12 MIN READ↗ STRATEGY REPORTJUL 27 2026Strategy Spotlight: Hackworth Prime × DOGE
DOGE fell 29.8% in two months. Prime returned +14.2% through both the crash and the flatline — 4.0 Sharpe, −4.7% max drawdown, recovered in 7 days.
10 MIN READ↗ MARKET BRIEFJUL 13 2026Stop Trading Against Machines. Start Trading With One.
When SK Hynix dropped 15%, retail sold ₩4.15T at the lows. Institutions bought ₩4.2T. The lesson isn't about the stock — it's about the machinery.
8 MIN READ↗ STRATEGY REPORTJUL 10 2026Hackworth OptimaShort: June Performance Report
Four previously under-the-radar strategies broke out in June. DOGE led with +32.8% ROI and a 3.46 Sharpe. All four delivered positive PnL across the cohort.
12 MIN READ↗ STRATEGY REPORTJUN 06 2026Privacy Coin Crisis: OptimaShort Stress Test
ZEC crashed 56% in two days as a Zcash shielded-pool vulnerability triggered the worst privacy-sector selloff in years. OptimaShort converted the chaos into net profit on both ZEC and XMR.
10 MIN READ↗ STRATEGY REPORTJUN 05 2026Market Dump Response: 6 Strategies, 102 Trades
How six Hackworth Prime strategies navigated the June 1–3 downturn. Four posted positive returns — ZEC led at +8.83%, and five strategies went short simultaneously at the cascade.
14 MIN READ↗ STRATEGY REPORTJUN 01 2026May 2026 Snapshot: Six Spotlight Strategies
All six Hackworth spotlight strategies posted positive May returns, led by Prime ZEC at +20.3%. ~1,050 trades executed. A full technical breakdown of the engine architecture behind the results.
15 MIN READ↗Frequently asked questions.
Find answers about AlphaNet, wallets, strategies, risk, and Hyperliquid.
EXPLORE FAQ