Weekly
What happened this week?A structured review of data, events, capital flows and risk signals.
ACIS ResearchAI文明投资研究院Contact ACIS RESEARCH MEMO
When the evidence changes,
we record how our judgment changes.
Short research notes on meaningful shifts in market structure, industry evidence and investment frameworks—not daily calls on price direction.
THREE RESEARCH FORMATS
Three formats, three different questions
Trend Tracking
Where has this trend reached?Tracks whether an industry thesis is strengthening, weakening or changing stage.
Research Memo
What changed in our judgment?Preserves a specific cognitive update, its evidence and the next condition to verify.
DECISION JOURNAL
Every memo preserves one judgment path
A useful memo does not merely state a view. It makes the update auditable.
- 01Previous view
What did we believe before the new evidence arrived?
- 02New evidence
Which data, event or market structure actually changed?
- 03Judgment update
What changed—and what did not?
- 04Next verification
What would confirm, weaken or overturn the updated view?
RESEARCH MEMOS
Published memos and current candidates
Published memos have passed evidence review. Candidates remain unpublished research notes.
01PUBLISHED MEMO
NEC Exits In-House Quantum Hardware: Technically Possible, Commercially Too Early?
A long-standing participant exits proprietary hardware. Industry maturity stays at 48/100, while commercialization, capital-intensity and concentration risks rise.
Read full memo ↗02PUBLISHED MEMO
Quantum Computing’s Next Core Metric: Why Throughput May Matter More Than Qubit Count
IBM Nighthawk r2 moves from a hardware milestone to real cloud access: engineering maturity rises; fault tolerance and commercial proof do not.
Read full memo ↗03PUBLISHED MEMO
Oil Is Back Above $90: A Real Supply Shock or Another Geopolitical Premium?
Transport disruption and thin product inventories raise near-term supply risk, but oil has not replaced infrastructure as the core AI-energy thesis.
Read full memo ↗04PUBLISHED MEMO
HSBC, Standard Chartered or Ping An: Which Is Better for Long-Term Holding?
Three Financial Quality Value paths compared across earnings, capital returns, valuation and portfolio role.
Read full memo ↗05PUBLISHED MEMO
NOW | How far has enterprise AI workflow monetization progressed?
AI ACV, subscription revenue and backlog validate scaled commercialization. Classify under Growth Leaders; keep on core watch for better odds.
Read full memo ↗06PUBLISHED MEMO
The AI software rally may have started—but this will not be a broad SaaS rebound
MSFT distribution, PLTR/NOW deployment and CRM/CRWD/FIG diffusion validate selective re-rating.
Read full memo ↗07PUBLISHED MEMO
What does semiconductor crowding falling from 82% to 53% really mean?
De-crowding is not the end of the AI cycle. The next test is whether CapEx, orders, backlog and credit weaken together.
Read full memo ↗08MEMO CANDIDATE
Is phase one of AI over? From ‘everything AI rises’ to cash flow deciding valuation
Markets are beginning to price self-funded, profitable and financing-dependent AI businesses differently.
AI Cycle · Cash Flow · Valuation09MEMO CANDIDATE
Money is leaving semiconductors but still overweighting tech. Where is it going?
Track rotation from semiconductor beta into AI quality, software commercialization and selected low-consensus sectors.
Capital Rotation · AI Quality · Commercialization10MEMO CANDIDATE
Is healthcare becoming the next low-consensus alpha?
Apply our five-layer filter: industry tailwind, low consensus, improving fundamentals, fund flows and valuation.
Healthcare · Alpha · Flows11PUBLISHED MEMO
Why are we not rushing to buy the SOXX dip?
Do not guess the bottom. Locate the cycle, then manage uncertainty through staging and position sizing.
Read full memo ↗FROM CONVERSATION TO RESEARCH
A valuable thought should not disappear after the conversation ends.
When a conversation reveals a meaningful judgment update, we mark it as “Memo Candidate.” It becomes a published memo only after evidence review, boundary checks and human verification through Prompt 007.
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