What's the optimum amount of money you should bet on a particular outcome? The answer is dictated by mathematics, yet plenty of people still go against the laws of numbers and probabilities when it comes to investing. This week, we speak with Victor Haghani, CEO of Elm Partners Management and the co-founder of the collapsed hedge fund Long-Term Capital Management, about the most important mathematical concepts for investing. We also discuss the pros and cons of quantitatively led finance.

What's the optimum amount of money you should bet on a particular outcome? The answer is dictated by mathematics, yet plenty of people still go against the laws of numbers and probabilities when it comes to investing. This week, we speak with Victor Haghani, CEO of Elm Partners Management and the co-founder of the collapsed hedge fund Long-Term Capital Management, about the most important mathematical concepts for investing. We also discuss the pros and cons of quantitatively led finance.

Bloomberg's Joe Weisenthal and Tracy Alloway explore the most interesting topics in finance, markets and economics. Join the conversation every Monday and Thursday.

Bloomberg's Joe Weisenthal and Tracy Alloway explore the most interesting topics in finance, markets and economics. Join the conversation every Monday and Thursday.

Bloomberg's Joe Weisenthal and Tracy Alloway analyze the weird patterns, the complex issues and the newest market crazes. Join the conversation every Tuesday and Thursday for interviews with the most interesting minds in finance, economics and markets.

Odd Lots

On Bloomberg’s Odd Lots podcast Joe Weisenthal and Tracy Alloway explore the most interesting topics in finance, markets, and economics. Join the conversation every Monday and Thursday. 

On Bloomberg’s Odd Lots podcast Joe Weisenthal and Tracy Alloway explore the most interesting topics in finance, markets, and economics. Join the conversation every Monday and Thursday.

58: Ignore Investing’s Mathematical Underpinnings at Your Peril

58: Ignore Investing's Mathematical Underpinnings at Your Peril

https://api.omny.fm/orgs/e73c998e-6e60-432f-8610-ae210140c5b1/clips/4a88b6ee-d491-4486-abc2-ae27005e6161/transcript

In the AI industry, there's always a hot new thing. First it was ChatGPT. Then it was the image generators. There was the DeepSeek moment. In the latter half of last year, everyone was excited about how good Google's Gemini was. In January 2026, the new hot thing everyone is talking about is Claude Code. But of course, the AI models have been able to generate lines of code for a long time now. So what is it about Claude Code that has people so excited? Why is it that people are asking: "Is this AGI?" On this episode, we speak with Noah Brier, the co-founder of Alpehic, a consultancy firm that helps large organizations implement AI technology. Noah has been using the Large Language Models for longer than just about anyone, since even before ChatGPT existed. He explains to us the evolution of AI-assisted coding, what Claude Code actually is, and why it is that traditional software firms have been getting destroyed in the stock market lately.

Read more:
Meta Begins Job Cuts as It Shifts From Metaverse to AI Devices
AI Coding Startup Replit Nears Funding at $9 Billion Valuation

Only http://Bloomberg.com subscribers can get the Odd Lots newsletter in their inbox each week, plus unlimited access to the site and app. Subscribe at  bloomberg.com/subscriptions/oddlots

Subscribe to the Odd Lots Newsletter
Join the conversation:discord.gg/oddlots

In the AI industry, there's always a hot new thing. First it was ChatGPT. Then it was the image generators. There was the DeepSeek moment. In the latter half of last year, everyone was excited about how good Google's Gemini was. In January 2026, the new hot thing everyone is talking about is Claude Code. But of course, the AI models have been able to generate lines of code for a long time now. So what is it about Claude Code that has people so excited? Why is it that people are asking: "Is this AGI?" On this episode, we speak with Noah Brier, the co-founder of Alpehic, a consultancy firm that helps large organizations implement AI technology. Noah has been using the Large Language Models for longer than just about anyone, since even before ChatGPT existed. He explains to us the evolution of AI-assisted coding, what Claude Code actually is, and why it is that traditional software firms have been getting destroyed in the stock market lately.
Read more: <a href="https://www.bloomberg.com/news/articles/2026-01-13/meta-begins-jobs-cuts-after-shifting-focus-from-metaverse-to-phones?utm_medium=referral&amp;utm_source=podcast&amp;utm_campaign=odd_lots&amp;utm_content=article" data-prosemirror-content-type="mark" data-prosemirror-mark-name="link">Meta Begins Job Cuts as It Shifts From Metaverse to AI Devices</a> <a href="https://www.bloomberg.com/news/articles/2026-01-15/ai-coding-startup-replit-nears-funding-at-9-billion-valuation?utm_medium=referral&amp;utm_source=podcast&amp;utm_campaign=odd_lots&amp;utm_content=article" data-prosemirror-content-type="mark" data-prosemirror-mark-name="link">AI Coding Startup Replit Nears Funding at $9 Billion Valuation</a>
Only <a href="http://Bloomberg.com" data-inline-card="" data-card-data="">http://Bloomberg.com</a> subscribers can get the Odd Lots newsletter in their inbox each week, plus unlimited access to the site and app. Subscribe at&nbsp; <a href="https://www.bloomberg.com/subscriptions/oddlots?in_source=oddlotspodcast" data-prosemirror-content-type="mark" data-prosemirror-mark-name="link">bloomberg.com/subscriptions/oddlots</a>
<a href="http://bloomberg.com/subscriptions/oddlots" data-prosemirror-content-type="mark" data-prosemirror-mark-name="link">Subscribe to the Odd Lots Newsletter</a> Join the conversation: <a href="https://discord.gg/oddlots" data-prosemirror-content-type="mark" data-prosemirror-mark-name="link">discord.gg/oddlots</a>

Why the Tech World Is Going Crazy for Claude Code

https://api.omny.fm/orgs/e73c998e-6e60-432f-8610-ae210140c5b1/clips/8077744f-ec1b-41ce-9dcc-b3d401223ab6/transcript

One of the extraordinary elements of the civil unrest taking place in Iran is that it's almost impossible to know what's going on. There's a virtually complete news blackout, in part because of the government shutting down the internet. What this means in practice right now is that someone on the outside can't even know for sure whether the Iranian stock market has been trading lately, or whether it's been halted. And then of course there are bigger questions about the scale of the civil unrest and the government's response to it. On this episode of Lots More, we check in with recurring guest Maciej Wojtal, the founder and CIO of Amtelon Capital, one of the few international firms to have direct exposure to Iranian stocks. We talk about what he's been able to ascertain about the protests, why they're taking place, Iran's ongoing financial crisis, and why this round of civil unrest is different from before.

READ MORE: How Iran Sanctions and a Currency Crash Triggered Mass Protests

Subscribe to the Odd Lots Newsletter
Join the conversation: discord.gg/oddlots

One of the extraordinary elements of the civil unrest taking place in Iran is that it's almost impossible to know what's going on. There's a virtually complete news blackout, in part because of the government shutting down the internet. What this means in practice right now is that someone on the outside can't even know for sure whether the Iranian stock market has been trading lately, or whether it's been halted. And then of course there are bigger questions about the scale of the civil unrest and the government's response to it. On this episode of Lots More, we check in with recurring guest Maciej Wojtal, the founder and CIO of Amtelon Capital, one of the few international firms to have direct exposure to Iranian stocks. We talk about what he's been able to ascertain about the protests, why they're taking place, Iran's ongoing financial crisis, and why this round of civil unrest is different from before. READ MORE: <a href="https://www.bloomberg.com/news/articles/2026-01-14/iran-protests-how-inflation-and-a-currency-crash-fueled-unrest?utm_medium=referral&amp;utm_source=podcast&amp;utm_campaign=odd_lots&amp;utm_content=article">How Iran Sanctions and a Currency Crash Triggered Mass Protests</a> <a href="http://bloomberg.com/subscriptions/oddlots" data-link-cookie="1" data-destination="http://bloomberg.com/subscriptions/oddlots">Subscribe to the Odd Lots Newsletter</a> Join the conversation: <a href="https://discord.gg/oddlots" data-destination="https://discord.gg/oddlots">discord.gg/oddlots</a>

Lots More on the Protests and Financial Crisis in Iran

https://api.omny.fm/orgs/e73c998e-6e60-432f-8610-ae210140c5b1/clips/64b23f78-7816-4c55-b471-b3d30161f15c/transcript

One thing we can all agree on is that demand for energy, and in particular electricity, is growing by leaps and bounds. But past that, there is going to be a debate about who is best positioned, and who will really make money from this trend. Will it be companies digging up raw commodities? Will it be equipment companies? Will it be pipelines? Will it be utilities? On this episode of the podcast, we speak with Tyler Rosenlicht, a Senior Vice President Cohen & Steers. He is a portfolio manager for Global Listed Infrastructure and the firm's head of Natural Resource Equities. We talk about the general ideas behind infrastructure investing, how it works, how it's changed, and how he thinks about the ongoing boom in energy demand.

Read more:
JPMorgan, Brookfield See Deals Revival for Clean Energy Assets
Mideast Energy Fund Plans PE Push to Drive Wave of Deals

Only http://Bloomberg.com subscribers can get the Odd Lots newsletter in their inbox each week, plus unlimited access to the site and app. Subscribe at  bloomberg.com/subscriptions/oddlots

Subscribe to the Odd Lots Newsletter
Join the conversation:discord.gg/oddlots

One thing we can all agree on is that demand for energy, and in particular electricity, is growing by leaps and bounds. But past that, there is going to be a debate about who is best positioned, and who will really make money from this trend. Will it be companies digging up raw commodities? Will it be equipment companies? Will it be pipelines? Will it be utilities? On this episode of the podcast, we speak with Tyler Rosenlicht, a Senior Vice President Cohen &amp; Steers. He is a portfolio manager for Global Listed Infrastructure and the firm's head of Natural Resource Equities. We talk about the general ideas behind infrastructure investing, how it works, how it's changed, and how he thinks about the ongoing boom in energy demand.
Read more: <a href="https://www.bloomberg.com/news/articles/2026-01-15/jpmorgan-brookfield-see-deals-revival-for-clean-energy-assets?utm_medium=referral&amp;utm_source=podcast&amp;utm_campaign=odd_lots&amp;utm_content=article" data-prosemirror-content-type="mark" data-prosemirror-mark-name="link">JPMorgan, Brookfield See Deals Revival for Clean Energy Assets</a> <a href="https://www.bloomberg.com/news/articles/2026-01-14/mideast-energy-fund-plans-pe-push-to-drive-wave-of-deals?utm_medium=referral&amp;utm_source=podcast&amp;utm_campaign=odd_lots&amp;utm_content=article" data-prosemirror-content-type="mark" data-prosemirror-mark-name="link">Mideast Energy Fund Plans PE Push to Drive Wave of Deals</a>
Only <a href="http://Bloomberg.com" data-inline-card="" data-card-data="">http://Bloomberg.com</a> subscribers can get the Odd Lots newsletter in their inbox each week, plus unlimited access to the site and app. Subscribe at&nbsp; <a href="https://www.bloomberg.com/subscriptions/oddlots?in_source=oddlotspodcast" data-prosemirror-content-type="mark" data-prosemirror-mark-name="link">bloomberg.com/subscriptions/oddlots</a>
<a href="http://bloomberg.com/subscriptions/oddlots" data-prosemirror-content-type="mark" data-prosemirror-mark-name="link">Subscribe to the Odd Lots Newsletter</a> Join the conversation: <a href="https://discord.gg/oddlots" data-prosemirror-content-type="mark" data-prosemirror-mark-name="link">discord.gg/oddlots</a>

How to Make Money From the Booming Demand for Energy

https://api.omny.fm/orgs/e73c998e-6e60-432f-8610-ae210140c5b1/clips/e2eb0241-445f-4b67-bc9b-b3d3003d192e/transcript

58: Ignore Investing's Mathematical Underpinnings at Your Peril

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