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This area holds details that are too granular for work pages: build notes for projects and shipping, thinking notes for judgment, field notes for inputs, and DYOR research for industries, earnings, and valuation questions.
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Articles
Build notes, thinking notes, field records, and DYOR research share one filterable Articles board; DYOR still keeps dedicated visual report pages.
Latest in depth
How the VIX Is Calculated from SPX Option Prices to the Fear Gauge
A source-traced breakdown of the VIX. It covers the model-free variance formula, option selection, 30-day interpolation across two expirations, and how the index differs from Black-Scholes-implied volatility.
GPT-6 Astra Deep Research: Abilities, Benchmarks, and Test Cases
A source-traced teardown of GPT-6 Astra built on the OpenAI blog, system card, and ARC Prize's own evaluation — covering computer use, coding, cybersecurity, science, and professional work, with the benchmark numbers and the 99.9% vs 62.7% ARC-AGI-3 harness nuance.
2026-09
4- 2026-09-04 NFP Preview: A High-Beta Playbook for LITE / SNDK / MRVL / MU / SK Hynix DYOR
- The complete stack for building robust agents Thinking Notes
- Mistakes, Open-Sourced: What Claude Code, Codex, and the DeepSeek Harness's Failure Records Teach About Building Stable Agents Thinking Notes
- Where Stability Comes From: Eight Lines of Defense in the DeepSeek Harness Thinking Notes
2026-08
32026-07
15- Institutional and Corporate Position Changes: 13F Plus Schedules 13D/13G DYOR
- High-Beta Momentum ETFs: Finding the Best Balance of Liquidity and Upside DYOR
- Dot-com vs. AI Capital Cycles: Is This Reset 1998 or 2000? DYOR
- Post-CPI Hundred-Bagger Window: NVDA Momentum × NFLX Earnings Gamma DYOR
- Must COR1M Spike First? A Split View on Broad-Market Strength and Tech Repair DYOR
- China A-share × U.S. AI Hardware Earnings Calendar: Equipment, Memory and Optics DYOR
- China A-Share and Korean AI Hardware Theme Map: Optical Chips, MLCC, CCL, Memory and Fiber DYOR
- Three Trading Paths for Memory Price Declines and Capacity Expansion DYOR
- One-Month 20-30% Upside Map: Optical, ABF, MLCC, Memory, Equipment, Manufacturing, Power DYOR
- July 10 Theme Squeeze Map: Optical, ABF, MLCC, Memory, Equipment, Manufacturing, Power DYOR
- Weekly Short Squeeze Top 10: SNDK, WULF, IREN, CLSK and the Ignition Screen DYOR
- Momentum Repair and Hundred-Bagger Options Window: July 10-17 Semi Gamma Band DYOR
- Semiconductor Hundred-Bagger Options Map: Full-Universe OPEX Rescan DYOR
- AI Power and Compute Supply Map: Who Has Turned MW Into Contracts? DYOR
- Korea Margin Balance Weekly Monitor: KOSDAQ Deleveraging Is the Signal DYOR
2026-06
9- SK Hynix: Micron Read-Through, Next Earnings and SKHY Rerating DYOR
- QCOM Investor Day 2026: How Strong Are the Dragonfly Technologies? DYOR
- Ibiden 4062.T: Global AI Package Substrate Chain and Competition Map DYOR
- CoPoS and Glass Substrates From Zero to One: An AI Packaging Investment Map DYOR
- High-End MLCC vs HBM: AI Hardware Demand, Bottlenecks, and Expansion Difficulty DYOR Research
- QQQ CPI Options Playbook: Call/Put Branches, Early-Exit P&L and Hedges DYOR
- Vera Rubin and Vera CPU: A Serenity Bottleneck Map for the AI Factory Supply Chain DYOR
- 2026-06-04 Daily Research Briefing: News and Cross-Border Products DYOR
- 2026-06-02 Daily Research Briefing: News and Cross-Border Products DYOR
2026-05
38- MLCC, EMIB and silicon capacitors: core AI upstream tickers DYOR Research
- ARM Options Plan: Target $480, Naked Calls First, Then Sep Spreads DYOR Research
- IBM High-Odds Call Plan: Entries, Sizing, and Payoff Ratios DYOR Research
- LITE Execution Plan: Naked Calls First, Then Call Spreads DYOR Research
- 2026-05-29 Daily Research Briefing: News and Cross-Border Products DYOR
- MRVL Q1 FY2027: AI Networking Becomes the Bottleneck DYOR Research
- 2026-05-28 Daily Research Briefing: News and Cross-Border Products DYOR
- 2026-05-27 Daily Research Briefing: News and Cross-Border Products DYOR
- How Warming Ferments Into the Economy: A 2026-2027 Timeline Map DYOR Research
- 2026-05-26 Daily Research Briefing: News and Cross-Border Products DYOR
- 2026-05-25 Daily Research Briefing: News and Cross-Border Products DYOR
- 2026-05-24 Daily Research Briefing: News and Cross-Border Products DYOR
- 2026-05-23 Daily Research Briefing: News and Cross-Border Products DYOR
- Vera Rubin Racks at $7.8M: Who Really Benefits? DYOR Research
- ARM / QCOM / INTC / AMD: Four Chip Capacity Models DYOR Research
- Bitcoin Miners' Power-to-AI Pivot: BTDR vs HUT vs IREN vs CIFR DYOR Research
- 2026-05-22 Daily Research Briefing: News and Cross-Border Products DYOR
- T1 Energy / TE: A High-Leverage U.S. Solar Manufacturing Turnaround DYOR Research
- SpaceX IPO and Space Stocks: RKLB Upside, Proxy Risk, and Dilution DYOR Research
- 2026-05-21 Daily Research Briefing: News and Cross-Border Products DYOR
- Sivers / SIVEF: A Laser-Source Bottleneck Candidate in AI Photonics DYOR Research
- 2026-05-20 Daily Research Briefing: News and Cross-Border Products DYOR
- 2026-05-19 Daily Research Briefing: News and Cross-Border Products DYOR
- 2026-05-18 Daily Research Briefing: Markets, News, and Cross-Border Products DYOR
- How to Find Paid Demand and Turn It into a Website That Can Win Thinking Notes
- How Mx-Shell Made "The Zombie Cleaner": Seedance2 Process Deconstruction Field Notes
- POET / MXL / HIMX: three layers of AI interconnect optionality DYOR Research
- I Put the /goal Lesson Back into Superloop Build Notes
- Cerebras WSE: The Wafer-Scale Answer to AI Inference DYOR Research
- Earnings trade checklist DYOR Research
- AI interconnect comp map DYOR Research
- 2026/2027 global profit top 10 DYOR Research
- Memory supercycle DYOR Research
- AXTI material beta DYOR Research
- 1.6T optical order chain DYOR Research
- AMD Q1 2026 earnings: can AI demand become sustained delivery? DYOR Research
- U.S. optical earnings map: where the AI interconnect bottleneck sits DYOR Research
- Big Four AI CapEx receiver chain DYOR Research