Qilin Labs Research · Tuesday, November 3, 2026 · Digital Assets · Global Equities · Macro

Digital Asset Yield & Strategy

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Markets

Is the HYPE Run Actually Over?

HYPE pulled back 15% from ATH to ~$62. Most are calling top, but HIP3 priority fees, HIP4 volumes, and a Coinbase-driven buyback say the setup is stronger than the chart suggests.

Jun 25, 2026 · 3 min read

US · Korea · Japan & Regional Equities

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Markets

Meta Just Lit a New Fuse

Meta's Muse puts agentic AI in front of 3.6B users. The obvious winners get the headlines. The real bottleneck sits somewhere nobody's talking about.

Sep 22, 2026 · 3 min read

Markets

The Compute Shift Nobody's Talking About

Pre-training compute at Anthropic and OpenAI collapsed from 60% to 7% in two years. Post-training now dominates — and it demands a completely different hardware stack. Here's where I'm looking.

Sep 22, 2026 · 2 min read

Markets

The KV Cache Shift Nobody's Pricing

DeepSeek and Kimi just slashed KV cache requirements by orders of magnitude. Anthropic and OpenAI seem to be taking a different path. The memory stack winners and losers are about to reshuffle.

Sep 22, 2026 · 3 min read

Macro & Market Structure

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Markets

The 30-Year Is Screaming. Are You Listening?

US 30-year yields just hit their highest since 2007. Here's how I'm repositioning across duration, mega-cap quality, financials, data centers, housing, and gold — plus the August-September catalysts that decide the next leg.

Aug 18, 2026 · 4 min read

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