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Question 1:

Generals: Investments in broadly undervalued securities bought for their margin of safety and long term appreciation, often moving with the Dow but delivering superior results over time despite vulnerability in downturns.

Work outs: Special situations driven by corporate actions like mergers, liquidations, reorganizations, spin-offs, etc that provide predictable, stable returns, often insulated from general market swings and sometimes financed with modest borrowing. These are securities whose financial results depend on corporate action rather than supply and demand factors created by buyers and sellers of securities

Control situations: Large or controlling stakes in companies aimed at influencing policies, requiring multi year horizons and patience, occasionally evolving from generals when prices stay low long enough to accumulate significant ownership.

Question 2:

Control situations are nowadays constrained by disclosure rules and institutional resistance. Disclosure rules (13D filings in the U.S.) force investors to reveal stakes above 5%, so stealth accumulation is no longer possible. Once a 13D is filed, arbitrageurs, hedge funds, and even retail traders often front run the investor by buying shares, pushing the price up. (“leakage”) .

Question 3 :

From deep value, cigar butts, he leaned into qualitative analysis, focusing on brand strength, customer loyalty, and long-term franchise value.

Question 4:

Buffett’s decision to return funds stemmed from a variety of factors such as market, structural, and personal. By the late 1960s, the kind of quantitative bargains he had relied on for years had largely disappeared, leaving him with fewer opportunities that matched his investment style. His fund’s size which grew close to about $100 million, further restricted him, since meaningful commitments had to be at least $3 million, effectively shutting him out of the mid & small-cap arena where he had once thrived.

At the same time, the broader market had become increasingly speculative and short-term oriented, a climate that clashed with his preference for patient, long-term investing. On top of these external challenges, Buffett faced personal limits: he admitted that as long as he was “on stage,” managing nearly all of his partners’ net worth and publishing regular performance records, he could not half commit. I have a sneaky feeling that he got into the trap of measuring performance every year and probably stressed himself too much to beat benchmarks ? Why do I say this ? “At the beginning of 1968, I felt prospects for BPL performance looked poorer than at any time in our history… We established a new mark at plus 58.8% versus an overall plus 7.7% for the Dow” sounds like painting into a corner .

Transition into a holding company model which he eventually did . It gave him permanent capital and freed him from the constant pressure of publishing individual partnership performance . It also enabled him to acquire entire businesses, reinvest retained earnings, and compound value within the company without tax friction from distributing gains to partners

Question 5:

My personal favourite is Amex. It’s easier for me to understand than others like Dempster, atleast narrative wise.

Allied cheated Amex with sea-water instead of salad oil and when the news broke out, the share price of American Express fell by more than 50%. Buffett, however, recognized that while the company’s balance sheet had taken a hit, its core franchise, the brand & trust of millions of cardholders and merchants remained intact. He invested nearly 40% of his partnership’s assets into American Express stock, betting that the scandal was temporary and that the brand’s reputation would recover.

The stocks seems to have paid off for more than 5 years when he says “substantially outperformed the general market in 1964, 1965 and 1966 and because of its size (the largest proportion we have ever had in anything – we hit our 40% limit) had a very material impact on our overall results and, even more so, this category. This excellent performance continued throughout 1967 and a large portion of total gain was again accounted for by this single security.”

Question 6:

It had to be dempster . Too much work withunimpressive management that delivered poor earnings, forcing him to intervene directly. Multiple tender offers failed before he finally gained control, and once in charge he had to oversee a hands on turnaround, dealing with bloated inventories, unprofitable branches, and inefficient operations. Even after Harry Bottle’s successful restructuring, Buffett ran into heavy corporate tax burdens and the rapid exhaustion of tax loss carry forwards, which created pressure to restructure or sell. Several advanced sale negotiations collapsed, leaving him scrambling until a last minute asset sale went through. In the end, the investment was profitable, but the process was messy, draining, and dependent on liquidation and financial engineering rather than natural compounding—teaching Buffett why weak businesses, no matter how cheap, often come with unwanted headaches.

Question 7:

During the Buffett Partnership Ltd. (BPL) years, Buffett’s portfolio construction and risk management reflected a blend of Graham-style discipline and his own evolving philosophy. He divided opportunities into categories such as “generals”, “workouts” and “controls”.

Risk management was less about diversification in the conventional sense and more about structured analytical approach with margin of safety. Buffett concentrated capital in his best ideas, sometimes putting 30–40% of assets into a single investment and goes on to say “investment operations involve coupling an extremely high probability that our facts and reasoning are correct with a very low probability that anything could drastically change the underlying value of the investment."”

What I like is the varied range of style. He was a master of managing workload to balance between “generals”, “workouts” and “controls”.

What I didn’t like a bit is the fixation on measurement and comparisons with other funds etc

Question 8:

• Event driven

• Long term

• value focused

• Contrarian opportunist

• Activist investor

Alan Pickles's avatar

Question 1:

Generals - Stocks that are trading at less the intrinsic value, with no catalyst to bring the stock price in line with intrinsic value.

Workouts - These depend on a know corporate action that will bring a fixed price and so if bought at a low price will offer a know nearly guaranteed return.

Controls - Essentially generals where the partnership owns a large stake in the investment and needs to actively influence the company.

Question 2:

I think it would be more difficult to acquire significant blocks of stock as you now have to notify the market at certain ownership thresholds. Also if you run a fund you have to report all positions quarterly.

Question 3:

At the end of the partnership there was more of a focus on control situations running companies successfully. This is in contrast to the early days where the focus was forcing failing companies to distribute assets, close factories etc.

Question 4:

I think the decision was in the best interest of his partners, a very honest way to operate. Buffett was finding it more and more difficult to find investments that could make the returns above the Dow, a function of availability and the larger dollar amounts he was managing. I also suspect these investments were personally very difficult, they involved conflicts with management, laying off employees etc. His partners also had the option to continue to invest with him without paying fees in the form of there interest in Berkshire, but at the time it’s success and the level of Buffetts involvement would have been far from obvious.

Other options:

1. Continue the partnership, but shift his investment focus to running controlled companies. He preferred to be involved in these enterprises and so would have continued to be engaged. Returns would have likely started to converge with the index, which given the fee structure would have still made money out of the partnership, most managers would see this as an advantage, but not for Buffett.

2. Run the company as before but gradually return capital. This would address the issue of the size of the fund, but wouldn’t address either the availability of investments or Buffetts happiness with the work. There would also be a dilemma of whether Buffett should retain his wealth in the fund or withdraw money - he would be accruing wealth faster than the other partners because of fees. If he retained his wealth in the fund it would dilute other partners, if he didn’t his outside investment may have been of more interest to him.

I think most investment managers would have chosen one of the other options, which is a testament to Buffetts integrity.

Question 5:

I can’t say any of the investments were a particular favorite, but I suspect that’s a function of why they were so profitable. In order to be so statistically undervalued in the first place, they would have to have some combination of being boring, not having an exciting future and some degree of mismanagement - these were not the stock someone would be bragging to there friends and neighbors about!

Question 6:

Sanborn Maps didn’t seem like a pleasant experience, working with an uncooperative board of directors with not real stake in the business.

The most confusing investment was Berkshire Hathaway, I had to keep reminding myself that firstly it wasn’t the business it is today and secondly Buffett was not managing it!

Question 7:

The portfolio was very concentrated, with I suspect about 20 stocks and on occasions large positions of 20%+ in a single stock. The portfolio was selected by selecting the stocks with the highest likely pay off, but a very limited chance of going to zero.

Question 8:

1. Depth of Research (shallow 1 to deep 10) - 8

2. Portfolio Concentration (concentrated 1 to diversified 10) - 2

3. Quantitative (1) vs. Qualitative (10) - 5

4. Business Analyst (1) vs. Security Analyst (10) - 1

5. Time Horizon (short 0 to long 10) - 5

6. Investing Universe: Asset Class - Equities

7. Investing Universe: Market Cap - Any

8. Investing Universe: Geography - US

9. Investing Universe: Sector Focus - None

10. Absolute Return Focus (1) vs. Relative Return Focus (10) - 7 (Focussed on relative returns, but skewed to underperforming (not that this happened!) in upmarket and overperforming in downmarkets)

11. Risk Tolerance (low 1 to high 10) - 3 (This depends how you define risk, Buffett had zero tolerance for permanently losing money, but was happy to see investments fall in value so the could buy more)

12. Bottom-Up (micro 1) vs. Top-Down (macro 10) - 1 (All that matters to Buffett is whether an asset is undervalued)

13. Financial Leverage (no debt 1 to any 10) - 3 (only used in work outs)

14. Growth Rate (any 1 to high 10) - 1

15. Activism (passive 1 vs. active 10) - 8 (His preference was to be passive, but very much would be active if required, I think this is an important aspect in the difference between Generals and Control situations)

16. Focus on Earnings (1) vs. Assets (10) - 7 (It’s difficult to say conclusively but I think the focus was on Assets, given the potential holding period earning must have been a consideration)

17. Technical Analysis (1) vs. Fundamental Analysis (10) - 10

18. Reversion to the Mean (1) vs. Escape from the Mean (10) - 1

19. Management Interaction (none 1 to detailed 10) - 8 (As with Activism )

20. Primary Research (none 1 to in-depth 10) - ? (There was no mention either way of this)

21. Long Only (1) vs. Long/Short (10) - 4 (There was a mention of using short in the Workouts and some other Generals, presumably as a hedge)

Question 9:

The letters consist of a large amount of repeated/similar text from one year to the next, for example the performance comparisons. I thought an LLM would be really useful for reducing this information into two parts, a summary of the repeated information and a breakdown of the yearly changes. I used Gemini and tried various settings and models but ran into various issues… Information being included from web searches rather than the letters, missing key information, inconsistent numbers. It was instructive to be able compare the actual contents of the letters to Gemini’s interpretation.

A solution to this is to force the model to produce code so exact comparisons can be made. My incomplete attempt at this was through these steps with matching prompts:

1. Split the code into in pdf’s for each year - “The following link are the buffet partnership letters. There is one letter for each year. I’d like the document splitting into one pdf for each year. The content is to be like for like.

<link>”

2. There are software tools that can be used to compare documents to see changes from one iteration to the next - “What python tools can I use to compare these pdfs?”

3. Step 2 only compared 1 year to another, I wanted to compare multiple years so I used this - “Are there tools that can compare multiple files”

This is nothing that couldn’t be done 10 years ago with the tools available and the right knowledge, however LLM’s reduce the requisite knowledge and the the time taken to build something like this.

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