Zhihu Review: For Every $100 AI Companies Earn, ~$40 Flows to Cloud Giants
Verifying Zhihu @旷野's analysis of the Barclays AI Unit Economics report: depreciation lag, revenue recognition, 2028 impairment risk, and the probability of the revenue curve
Reviews
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Zhihu Series Review: Qianxia Qingfengyue's Dollar-System Crisis Thesis (4-Part Series)
Series validation of Qianxia Qingfengyue's four essays: five survival tricks, a bubble taxonomy, fiscal tax base, and a slow-crisis verdict
Zhihu Article Analysis: Why Do So Many on Zhihu Deny a US Stock Crash?
Fact-checking Zhihu @小滑头's five arguments against the US stock crash thesis: CAPE, AI circular funding, Fed Put, dollar hegemony, historical probability
Zhihu Article Review: The US Using ~$1T TGA to Buy Back Treasuries — Bluffing, or Stealth Monetization?
Verifying 大魔王's analysis of Treasury Secretary Bessent using the Treasury General Account (TGA) to buy back long-dated bonds — framework largely sound, but calling it 'bluffing' is too dismissive
Zhihu Review: How Deep Is This US Market Correction?
Analysis of a Zhihu article on US stock market correction — semiconductor crowding, leverage blowup risk, and the 10Y yield tipping point
Adobe Inc. (ADBE.US) Comprehensive Investment Analysis
ADBE deep dive: PE of just 12.3x for a SaaS cash cow with revenue growth accelerating to 12.7%, Firefly AI monetization on track, director bought $1.95M at the low
Gold Down 3.7% — What's Warsh Thinking? A Zhihu Article's Persona Profile Verified
Zhihu article analysis: Warsh's three traits — crisis instinct, model skepticism, fearlessness of market drops. The logic behind gold falling from $4,320 to $4,236
Nasdaq Deep Dive: Iran, AI, Valuations & Crash Risk — A Complete Research Note
From Nasdaq technicals to AI bubble assessment, from the Iran war to crash probability, from NVDA/META/MSFT stock predictions to the oil-inflation-rate transmission chain — a complete research analysis based on live API data
Warsh's FOMC Debut: The Hawk Is Real, But Iran Holds the Key
Deep dive into the June FOMC meeting — dot plot hawkish turn, statement rewrite, forward guidance scrapped, but the real variable is the Strait of Hormuz and Iran peace talks
Warsh's Real Weapon: From Constant to Range — How Rate Volatility Reshapes Markets
Zhihu article analysis: The deeper logic behind Warsh scrapping forward guidance — it's not about hawk or dove, it's about changing the market's underlying operating rules
Korea's Circuit Breakers: Leverage, Capital Flight, and the 'Patriotic Buying' Paradox
KOSPI triggered circuit breakers 3 consecutive days. Foreign outflows hit $76B. Retail margin debt at all-time highs. Data verification, conspiracy theory teardown, and macro linkage analysis
Leverage unwind in progress, dangerous short-termThe Four-Stage Rate Hike Playbook: Is Warsh a Volcker or a Burns?
A Zhihu article proposes a four-stage script for the Fed hiking cycle (ignition → loss of credibility → stagflation → endgame). Core thesis: Warsh is 'the second Burns'. Framework has depth but is overly deterministic
Framework has depth, but gold narrative contradicts realityGold Crash Dissected: How Long Can the Rate Hike Narrative Hold?
Gold enters bear market, down from $5,600 to $4,046. But the long-term logic hasn't broken — this is a cyclical pullback driven by rate hike expectations, not the end of a structural bull
Undervalued long-term, under pressure short-termThe Four Betas of Hong Kong Tech: Decoding HSTECH's Pricing Mechanism
Based on Michael Burry's Substack series, a deep dive into the four-layer pricing mechanism and valuation mismatch of Hong Kong-listed tech stocks
UndervaluedZhihu Review: A-Share's Last Rally — M1 Framework Verification
The M1-based framework for timing A-shares is solid, but the core data is wrong: M1 peaked in Sept 2025, and the 'last rally' already played out
Zhihu Review: SpaceX/OpenAI/Anthropic Stack Up for Mega IPOs — How Much Hot Air?
Three AI companies file IPO in the same week, xAI pivots from AI lab to GPU landlord. High factual accuracy but key conclusions are off
Doubao Monetization Analysis: Free + Data Flywheel is the Right Path
Zhihu article analysis: Doubao's subscription caused user churn; AI for companies with content ecosystems should be an aggregation upgrade, not a standalone product
Zhihu Analysis: ETF Rotation Strategy — Momentum Logic of Only Trading the Strongest
Gold ETF, ChiNext ETF, Nasdaq ETF rotation strategy; 10-year backtest shows momentum + trend following + cash protection logic
Zhihu Analysis: Export-Oriented Strategy After A-Share Bubble Burst
A-share AI/semiconductor bubble burst strategy; export revenue >35% with trade barrier resistance
Zhihu Analysis: Korea Market Risk & 97 Crisis Comparison
Korean stock market triggers consecutive circuit breakers; record foreign capital outflows; retail-leveraged market faces crash risk
Zhihu Analysis: Memory Apocalypse & Geeker's AI Survival Guide
From geeker's perspective on AI supply chain: HBM capacity crowding out consumer memory, edge inference is the endgame
Zhihu Analysis: Nasdaq 100K — Compound Math and Structural Support
Can Nasdaq 100 reach 100,000? Compound calculation, 401K inflows, buyback cancellation, retail investor behavior analysis
Zhihu Analysis: Semiconductor Bubble & Korea-Japan Market Intervention
Financial risk manager cleared AI tech positions in late May; analyzes Korea-Japan forex intervention, semiconductor trading bubble vs industry cycle
Zhihu Analysis: Sky-High IPOs and Stock Market Crash History
SpaceX, OpenAI, Anthropic stacking sky-high IPOs; historical pattern of mega-IPOs before crashes — does it hold?
Zhihu Analysis Verified: Is NIO's BaaS Battery Rental a Financial Scam or Smart Business? — @孤星泪's Math Breakdown & Counter-Analysis
Verifying Zhihu author's BaaS cost calculations using IRR models, NIO financial reports, and used car market data
Zhihu Analysis Verified: Was the Nasdaq Crash a Gamma Squeeze or Strong Economy? — Deep Dive into Two Articles by @奋武鹰扬洪承畴
Verifying Zhihu author's analysis of QQQ gamma squeeze and World Cup-inflated nonfarm payrolls, cross-checked with options data, BLS reports, and news sources
Zhihu Analysis: When Will the US Stock Market Crash?
alex01's analysis on US stock crash timing and short-selling indicators — verified
Correct framework, speculative conclusionsZhihu Review: S&P 500 -20% Correction, Bitcoin at $50K, Gold at $3,500 — A Liquidity Framework Analysis
Fact-checking Huanzhong Xingjian's liquidity-driven framework for S&P correction, Bitcoin floor, and gold support levels
Zhihu Review: Warsh's First Day Market Impact — How Accurate Was Huanzhong Xingjian's Analysis?
Fact-checking a popular Zhihu article on Kevin Warsh's first day as Fed Chair and the global market reaction
AI Stocks Valuation Deep Verification: Gemini Research vs Actual Data
Gemini Deep Research report on Magnificent 7 valuation and earnings growth, cross-verified with Longbridge + yfinance data by StocKlaw
Overall reasonable, individually overvaluedArticle Review: Korean Stock Market Flash Crash and Bond Yield Spike
Verification of 环中星鉴's analysis on global bond market dominance, long-end yield surge, and equity valuation pressure
Article Review: US Nasdaq at Highs — Which Will Crash First, A-Share or US?
In-depth technical analysis and concentration risk assessment of the Philadelphia Semiconductor Index (SOX)
Zhihu Analysis: Warsh as Fed Chair — Economic Policy & Market Impact
Verification of 环中星鉴's analysis on Kevin Warsh's Fed chair policy stance and market implications
Zhihu Article Review: AI Bubble Is Not a 2000 Replay — It's a 'Cyber Real Estate Bubble'
Verification of @泡沫艺术家's thesis on AI infrastructure bubble and real estate cycle financial parallels
ExpensiveZhihu Article Review: May 6 Oil Price Crash Analysis — Supply Disruption ≠ Prices Must Rise
Verification of @环中星鉴's analysis on oil prices during the Hormuz crisis — supply-side logic correct but conclusion completely wrong
Article Review: Buffett Playing Dumb?
Verification of @高中数学何帅老师's analysis on Buffett's 'play dumb to sell' strategy
Article Review: Buffett's Selling and Valuation Decomposition
Verification of @环中星鉴's analysis on Magnificent 7 'future value' concentration
overvaluedArticle Review: Hormuz Strait and Trump's Middle East Strategy
Verification of @alex01's analysis on Trump's global strategy via oil and markets
Article Review: Triple Tech IPO Shock
Verification of @xsgbbx's analysis on structural market impact from SpaceX/OpenAI/Anthropic IPOs
Article Review: US-Iran War and US Stock Resilience
Verification of @环中星鉴's analysis on bond yield decomposition and stock-bond divergence
How Much Can You Make DCA into NASDAQ for 20 Years? Dissecting a Viral Zhihu Answer
Fact-checking @hello world's Zhihu answer on NASDAQ dollar-cost averaging — is lump sum really better than DCA?
Zhihu Analysis: Family Offices Exiting the US? Three Structural Risks & Portfolio Hedge Framework
Deep dive into the UBS Family Office Report, record fund manager positioning, and the energy inventory crisis
Zhihu Article Review: Is SanDisk's HBF a Real Breakthrough or a Bubble?
Fact-checking @Moenova's analysis on SanDisk stock and HBF technology
expensiveZhihu Review: A-Share Market on June 4, 2026 — Redefining the 'Going Global' Thesis
Deep Van's analysis of A-share overseas production capacity as the new valuation paradigm
Zhihu Review: When AI Starts Mining Factors Autonomously — The Harness Era of Quantitative Trading
Analysis of Zhenjiansenseng's article on Harness Engineering for AI-driven quantitative trading
Zhihu Review: Will the US Stock Market Crash in 2026?
Analysis of a Zhihu user's take on US market crash risk in 2026
Article Review: Copenhagen Summit and Energy Strategy
Verification of @帕切诺夫斯基's analysis on European climate politics and China's energy strategy
Article Review: AI Bubble and the 16:1 Crisis Warning
Verification of 高志凯's analysis on AI investment ratio and US debt risks
Article Review: Buffett's Power Play and AI Computing
Verification of @做多知乎's analysis on Buffett's infrastructure as AI bottleneck
Article Review: Permanent Portfolio and Long-Term Asset Allocation
Deep verification of Harry Browne's Permanent Portfolio (25% stocks/25% bonds/25% gold/25% cash)