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Each video is boiled down to a one-line TL;DR, a few key ideas, and section summaries that jump to the matching time in the original.
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Not Buying the Dip After the Night-Session Crash: Wait for Objective Conditions, Not Feelings
After a night-session crash that at one point fell about 4000 points, the Taiwan market still closed down a sharp 1873 points, so Boss Lei is not buying the dip: foreign investors sold a net 911 億 (less than the day before), but only one of six objective conditions (oil) has been met, and he still wants foreign selling to shrink and margin forced liquidations to be fully flushed out.
Sakata's Five Methods: Reading Entries and Exits from Three Buddha Tops, Triple Bottoms, Three Gaps, Three Red/Black Soldiers and Rising/Falling Three Methods
Sakata's Five Methods read bullish and bearish sentiment and human nature through candlestick patterns plus trading volume, and each of the patterns (Three Buddha Tops, Triple Bottoms, Three Gaps, Three Red/Black Soldiers, Rising/Falling Three Methods) gives clear entry and exit signals, but they are only usable when combined with trend, stop-losses and position control.
A Broad Selloff Is Not Yet the Time to Buy the Dip: Margin and Foreign-Investor Conditions Are Still Unmet
Taiwan stocks sold off across the board and 100 strong stocks hit limit-down, but margin balances and the index decline are still in the orange zone, not the blue zone where historical bottoms have formed, so host Boss Lei urges against rushing to buy the dip: foreigners have net sold nearly 1.5 trillion since October, and he wants conditions such as a single-day margin drop of more than 100億 and foreigners turning to net buying of 500億.
An Anthropic engineering lead on handing big tasks to AI: judge the result, don't control the process
Instead of watching every step yourself, hand Claude the whole big task and accept it on results: general models are already strong enough, and what is really missing is a clear definition of success plus an adversarial review in which other Claudes hunt for flaws and a judge confirms them.
Making AI Agents Trustworthy: Verification, Hard Constraints, and Convention-Based Architecture
To safely let AI agents write code, first make them able to verify their own work, then replace manual review with hard constraints like CI and lint plus a convention-based architecture, so trust can build step by step until agents auto-merge PRs.
Data Consistency and High-Reliability Architecture for Multi-Agent Collaboration
Multi-agent systems contradict their own data because the communication architecture lacks state isolation and validation, not because the model isn't smart enough, so stable deployment takes centralized shared state, a validated task graph, 3-layer node validation, pre-delivery reconciliation, and gray-release evaluation.
Investing in the Magnificent 7: Value Creation, Value Distribution and Expectation Gaps
When investing in the US tech Magnificent 7 (M7), look at value creation and value distribution rather than fretting over whether valuations are high or low, because market leadership is not permanent; unless you have an insight that differs from the market, just buy an ETF such as QQQ.
AI Investing: The Killer-App Myth, Breaking Down Stock Prices, and the SaaS Pricing Dilemma
AI investors need not hunt for a killer app; instead they should watch whether technology costs fall and vertical applications emerge, and check whether long-term profits and AI pricing models actually turn into revenue, because killer apps are a product of probability and only visible in hindsight.
Two Types of "Goodbye Stocks": Using Key Broker Branches and Major Player Flows to Decide Whether to Hold or Leave
A stock where major players or key broker branches are buying at a low price is a good goodbye worth watching, while one where major players and key branches are selling heavily at a high price is a bad goodbye to exit quickly, because in past cases the former mostly saw a rally afterward and the latter mostly dropped sharply.
Beaten-Down Stocks: Rebound Trading on Heavy Volume at the Lows, Extreme Negative Deviation and a Staged SOP
A beaten-down stock does not automatically rebound; it is only worth a rebound trade once it shows heavy volume at the lows (volume at least 2 times its 20-day average), because that means selling pressure is exhausted and someone is absorbing shares, but the rebound usually lasts only 2 days, so take it and get out.
Major Player Distribution Signals at Highs and Shorting Wrong-Way Stocks
When major players keep selling, retail investors take over and the number of shareholders in custody records jumps, shares are moving from big holders to retail; such stocks that are wrong at the highs can be shorted in small size to hedge long-position risk, but a stop-loss is required and any new high means removing the stock from the list.
Ex-Dividend Plays: Using Warrants and Futures to Capture the Ex-Dividend Gap-Up
Stocks tend to open higher on ex-dividend day, so pick stocks with high dividend yields, a large markdown and good chip flows, and take part through warrants or futures, selling on the gap-up; this avoids the dividend tax burden of holding the stock and skips whatever happens afterward.
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