{"id":2355,"date":"2026-07-16T14:35:54","date_gmt":"2026-07-16T14:35:54","guid":{"rendered":"https:\/\/americanhomejournals.com\/?p=2355"},"modified":"2026-07-16T14:35:54","modified_gmt":"2026-07-16T14:35:54","slug":"inside-hedge-funds-never-ending-hunt-for-an-edge","status":"publish","type":"post","link":"https:\/\/americanhomejournals.com\/?p=2355","title":{"rendered":"Inside hedge funds’ never-ending hunt for an edge"},"content":{"rendered":"
\n

Hedge funds have never stood still, but the constant search for an incremental edge \u2014 over the market, over their peers, over the machines \u2014 is getting more harried.<\/p>\n

Read more Jensen Huang hands out red bean buns to Tokyo crowd in his latest culinary adventure<\/a><\/p>\n

The world’s biggest managers, with the deepest pockets, have always sought information no one else has. The hunt has spawned entire industries, such as expert networks and alternative data vendors, that promise to give funds’ portfolio managers a leg up on the competition. In recent years, the ongoing talent war has been driven by funds looking to hoard the best traders.<\/p>\n

Now, firms are increasingly turning to ideas from outside their walls.<\/p>\n

Funds are embracing alpha capture programs \u2014 which gobble up ideas from traders, market data, or sell-side research for a fee \u2014 to give their investing engines another source of fuel. It’s the latest evolution for an increasingly institutionalized industry where markets move too quickly for investing edges to last, and AI is eroding competitive advantages.<\/p>\n

The massive multi-manager platforms that have come to dominate the industry \u2014 firms like Millennium, Citadel, Point72, Balyasny, Marshall Wace, and more \u2014 want a monopoly on the best investment ideas. The investing machines they’ve built rely on a constant stream of market-beating concepts that have historically come from their own teams of talented traders.<\/p>\n

Talent war response?<\/strong><\/h2>\n

Thanks to a near-unlimited recruiting budget, restrictive non-compete clauses that artificially shrink the pool of job seekers, and a surge in assets under management, the cost of recruiting new investors has risen to the point that funds are seeking out the raw resource.<\/p>\n

“The large multi-managers are exploring buy-side alpha capture for a simple reason: they need to deploy more capital than their core pod model allows. External alpha capture lets them expand supply at a lower cost than building teams internally,” said Cameron Hight, the CEO of Alpha Theory, a research platform that helps smaller funds size and position their portfolios.<\/p>\n

Citadel’s quant unit and Point72 are building out buy-side alpha capture programs that will partner with external funds to provide them with signals \u2014 data that informs whether a fund should buy, sell, or hold an asset \u2014 in exchange for a fee. Rivals Millennium and Balyasny are considering it.<\/p>\n

Rokos is creating a program focused on compiling sell-side equity research and sifting it for trading opportunities, a structure pioneered by Marshall Wace’s long-running TOPS strategy.<\/p>\n

Both Marshall Wace and Rokos also run their own macro-flavored alpha-capture programs, two people familiar with the matter say, that compile and crunch interest-rate projections from sell-side research desks.<\/p>\n

Alpha capture \u2014 internal and external \u2014 is far from new. As Business Insider previously reported, funds such as Man Group and Squarepoint have added to their teams in recent years. Internal programs, known as center books, have been a core part of the biggest managers for decades.<\/p>\n

The “dirty little secret” of large multistrategy firms’ equity divisions, one allocator said, is that the center book is, on average, one of the most profitable parts of the stockpicking operation. Expanding the cost-effective structure to find more ideas is only natural.<\/p>\n

Read more \u2018Please turn it off.\u2019 Amazon\u2019s push to automate warehouse staffing runs into human resistance.<\/a><\/p>\n

For instance, a new portfolio manager might cost millions to bring in-house. Partnering with an external manager can be a fraction of the cost.<\/p>\n

AI leveling the playing field<\/strong><\/h2>\n

AI’s advances have pushed firms to search even harder for new ideas. The edge that used to come from sources like alternative data \u2014 such as credit-card receipts and satellite images \u2014 has gone away.<\/p>\n

It’s made the data that only a few can access or possess that much more valuable.<\/p>\n

Some firms are building investing strategies around that premise.Aethon Fund, a new firm from George Kailas, the founder of Prospero, a market research platform for retail investors, will invest using signals generated from retail traders who have used the platform over the years.<\/p>\n

“For decades, quant funds competed on their data budgets, outspending everyone else to find alpha others couldn’t,” a press release for the new $50 million fund reads.<\/p>\n

“Aethon is built on the argument that AI ended that race, and it’s structured around the key differentiator for the new reality: proprietary data inputs stress-tested before institutional use.”<\/p>\n

It’s not just quants who have decided to tap into the knowledge of the masses. David Stemerman founded long-short fund Conatus Capital and picked stocks for Steven Mandel’s Lone Pine, but now runs CenterBook Partners, which invests its capital based on ideas from dozens of partner managers.<\/p>\n

Even though external alpha capture is primarily a systematic business, there is an art to the science, Stemerman said.<\/p>\n

“Managers will only participate if they believe it serves themselves and their investors, and that comes down to trust around sharing data with another hedge fund that will trade on it,” he said.<\/p>\n

Read more Warren Buffett should direct some of his giving to Trump Accounts, the program\u2019s architect says<\/a><\/p>\n<\/section>\n","protected":false},"excerpt":{"rendered":"

Fast-moving markets, pricey hires, and AI have all pushed the biggest hedge funds to branch beyond their four walls for an edge.<\/p>\n","protected":false},"author":1,"featured_media":2354,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-2355","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-finance"],"yoast_head":"\nInside hedge funds' never-ending hunt for an edge - American home journals<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/americanhomejournals.com\/?p=2355\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Inside hedge funds' never-ending hunt for an edge - American home journals\" \/>\n<meta property=\"og:description\" content=\"Fast-moving markets, pricey hires, and AI have all pushed the biggest hedge funds to branch beyond their four walls for an edge.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/americanhomejournals.com\/?p=2355\" \/>\n<meta property=\"og:site_name\" content=\"American home journals\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-16T14:35:54+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/americanhomejournals.com\\\/?p=2355#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/americanhomejournals.com\\\/?p=2355\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\\\/\\\/americanhomejournals.com\\\/#\\\/schema\\\/person\\\/a3bb30439d8074c26cddd2e4af7af957\"},\"headline\":\"Inside hedge funds’ never-ending hunt for an edge\",\"datePublished\":\"2026-07-16T14:35:54+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/americanhomejournals.com\\\/?p=2355\"},\"wordCount\":849,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/americanhomejournals.com\\\/?p=2355#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/americanhomejournals.com\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/1e5b1af8372b7e12ad745d25894aa2c3.webp\",\"articleSection\":[\"Finance\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/americanhomejournals.com\\\/?p=2355#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/americanhomejournals.com\\\/?p=2355\",\"url\":\"https:\\\/\\\/americanhomejournals.com\\\/?p=2355\",\"name\":\"Inside hedge funds' never-ending hunt for an edge - 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