{"id":22117,"date":"2026-09-16T06:08:01","date_gmt":"2026-09-16T06:08:01","guid":{"rendered":"https:\/\/news678.top\/?p=22117"},"modified":"2026-09-16T06:08:01","modified_gmt":"2026-09-16T06:08:01","slug":"bracket22-builds-an-ai-agent-based-hedge-fund-staff-that-never-leaves-the-desk","status":"publish","type":"post","link":"https:\/\/news678.top\/?p=22117","title":{"rendered":"Bracket22 Builds an AI Agent-Based Hedge Fund Staff That Never Leaves the Desk"},"content":{"rendered":"<p><\/p>\n<div>\n<p><img decoding=\"async\" src=\"https:\/\/images.techeblog.com\/wp-content\/uploads\/2026\/09\/15230242\/brian-kelly-bracket22-ai-hedge-fund-trading.jpg\" alt=\"Brian Kelly Bracket22 AI Hedge Fund Trading\" width=\"1280\" height=\"853\"\/><br \/>Brian Kelly used to buy coverage with people. Seven or eight employees sat in New York, Hong Kong, and California so his cryptocurrency fund could watch markets through every time zone. Salaries, health coverage, office space, bonuses, and compute pushed labor-related costs to about $5 million a year. He closed that shop in early 2025 and took a pause.<\/p>\n<p><span id=\"more-258118\"\/><br \/><iframe title=\"Inside Bracket22, A Trading Firm Powered By Al Agents\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/cq2ZF8nv-ik?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p><noscript><iframe title=\"Inside Bracket22, A Trading Firm Powered By Al Agents\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/cq2ZF8nv-ik?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/noscript><br \/>\nBy November, once Claude Opus 4.6 was released, he was copying price charts into a chat window and asking for a technical analysis. That habit evolved into Bracket22, a trading firm that invests exclusively his own money in cryptocurrencies, stocks, and commodities. Instead of recruiting the same roles over, he reconstructed the existing organizational hierarchy under the term software. Agents are now watching the book around the clock. Each has its own memory so that one opinion does not influence the next.<\/p>\n<div class=\"aawp\">\n<div class=\"aawp-product aawp-product--horizontal\" data-aawp-product-asin=\"B0HGGJZ92H\" data-aawp-product-id=\"255607\" data-aawp-tracking-id=\"tec02e-20\" data-aawp-product-title=\"Apple 2026 Mac mini Desktop Computer M6 chip\">\n<div class=\"aawp-product__thumb\">\n<p>            <img decoding=\"async\" class=\"aawp-product__image\" src=\"https:\/\/m.media-amazon.com\/images\/I\/11dTI-4+epL._SL160_.jpg\" alt=\"Apple 2026 Mac mini Desktop Computer M6 chip\"\/><\/p><\/div>\n<div class=\"aawp-product__content\">\n<p>            Apple 2026 Mac mini Desktop Computer M6 chip        <\/p>\n<div class=\"aawp-product__description\">\n<ul>\n<li>LITTLE DO-IT-ALL \u2014 Mac mini packs pure power into a small, five-by-five-inch desktop as the M6 chip delivers next-level AI capabilities. Mac mini&#8230;<\/li>\n<li>M6 CHIP \u2014 Everything you do on Mac mini feels more responsive with the M6 chip and its next-generation CPU. Fly through AI workflows with up to 4.8x&#8230;<\/li>\n<li>CONNECT IT ALL \u2014 Features three Thunderbolt 4 ports, an HDMI port, and a 2.5Gb Ethernet port in the back, and two USB-C ports and a headphone jack&#8230;<\/li>\n<\/ul><\/div>\n<\/p><\/div>\n<\/div>\n<\/div>\n<p>\n<img decoding=\"async\" src=\"https:\/\/images.techeblog.com\/wp-content\/uploads\/2026\/09\/15230225\/brian-kelly-bracket22-ai-hedge-fund-trading-1.jpg\" alt=\"Brian Kelly Bracket22 AI Hedge Fund Trading\" width=\"1280\" height=\"720\"\/><br \/>\nHouston serves as mission control at the highest levels. It communicates with other agents, coordinates their efforts, and can manage research or the firm itself. Desmond owns quantitative strategies and will do tests over the weekend. Steffi Graf marks up charts and is given the task of being the finest technical analyst in the room. Doocey joins the red team. After the others finish their argument, Kelly instructs them to attack the entire concept and attempt to break it. He created them as specialists on purpose. Isolated viewpoints provide him with arguments rather than a single polished memo.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/images.techeblog.com\/wp-content\/uploads\/2026\/09\/15230230\/brian-kelly-bracket22-ai-hedge-fund-trading-2.jpg\" alt=\"Brian Kelly Bracket22 AI Hedge Fund Trading\" width=\"1280\" height=\"720\"\/><br \/>Kelly still makes every trade. He calls himself the meat in the chair. Agents can read, test, and argue without sleeping. They cannot risk money or build a theory in the same manner that people cab after comparing messy facts. He routes the most difficult jobs through frontier models and the cheapest open-source ones using OpenRouter. Compute is hosted on AWS. Token spending can total several hundred dollars per day. All of it, agents and machines, costing him $30,000 to $40,000 per year. According to his calculations, this is the total cost of copying a hedge fund desk.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/images.techeblog.com\/wp-content\/uploads\/2026\/09\/15230233\/brian-kelly-bracket22-ai-hedge-fund-trading-3.jpg\" alt=\"Brian Kelly Bracket22 AI Hedge Fund Trading\" width=\"1280\" height=\"720\"\/><br \/>He believes he is at least five times as productive. A hundred-person shop, he claims, could work like a thousand if the identical tools were placed next to people rather than instead of them. Crypto never closes, therefore the old fund required someone awake at 3 a.m. Agents do not hand off shifts. Desmond can continue testing while Kelly sleeps. Houston can top the charts in the morning. The most easily quantifiable aspect is cost. If his figures are correct, a $5 million salary was reduced to a four-figure cloud billing, representing a savings of more than 99 percent.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/images.techeblog.com\/wp-content\/uploads\/2026\/09\/15230237\/brian-kelly-bracket22-ai-hedge-fund-trading-4.jpg\" alt=\"Brian Kelly Bracket22 AI Hedge Fund Trading\" width=\"1280\" height=\"720\"\/><br \/>Wall Street is already headed in the same path. JPMorgan has spoken of agents who can work for hours on their own. Morgan Stanley sends tasks in the same way. A Goldman associate has warned that delegating too much reasoning to machines may tire the minds of those who must still make decisions. Bracket22 is a cleaner test because no outside clients are present behind the book.<\/p>\n<\/p><\/div>\n<p> Bracket22 Builds an AI Agent-Based Hedge Fund Staff That Never Leaves the Desk<br \/>\n<br \/>#Bracket22 #Builds #AgentBased #Hedge #Fund #Staff #Leaves #Desk<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Brian Kelly used to buy coverage with people. Seven or eight employees sat in New&#8230;<\/p>\n","protected":false},"author":1,"featured_media":22118,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[13921,13920,3522,5486,3208,13922,2044,511],"class_list":["post-22117","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech","tag-agentbased","tag-bracket22","tag-builds","tag-desk","tag-fund","tag-hedge","tag-leaves","tag-staff"],"featured_image_urls":{"full":["https:\/\/news678.top\/wp-content\/uploads\/2026\/09\/brian-kelly-bracket22-ai-hedge-fund-trading.jpg",1280,853,false],"thumbnail":["https:\/\/news678.top\/wp-content\/uploads\/2026\/09\/brian-kelly-bracket22-ai-hedge-fund-trading-150x150.jpg",150,150,true],"medium":["https:\/\/news678.top\/wp-content\/uploads\/2026\/09\/brian-kelly-bracket22-ai-hedge-fund-trading-300x200.jpg",300,200,true],"medium_large":["https:\/\/news678.top\/wp-content\/uploads\/2026\/09\/brian-kelly-bracket22-ai-hedge-fund-trading-768x512.jpg",640,427,true],"large":["https:\/\/news678.top\/wp-content\/uploads\/2026\/09\/brian-kelly-bracket22-ai-hedge-fund-trading-1024x682.jpg",640,426,true],"1536x1536":["https:\/\/news678.top\/wp-content\/uploads\/2026\/09\/brian-kelly-bracket22-ai-hedge-fund-trading.jpg",1280,853,false],"2048x2048":["https:\/\/news678.top\/wp-content\/uploads\/2026\/09\/brian-kelly-bracket22-ai-hedge-fund-trading.jpg",1280,853,false],"covernews-featured":["https:\/\/news678.top\/wp-content\/uploads\/2026\/09\/brian-kelly-bracket22-ai-hedge-fund-trading-1024x682.jpg",1024,682,true],"covernews-medium":["https:\/\/news678.top\/wp-content\/uploads\/2026\/09\/brian-kelly-bracket22-ai-hedge-fund-trading-540x340.jpg",540,340,true]},"author_info":{"display_name":"admin","author_link":"https:\/\/news678.top\/?author=1"},"category_info":"<a href=\"https:\/\/news678.top\/?cat=8\" rel=\"category\">Tech<\/a>","tag_info":"Tech","comment_count":"0","_links":{"self":[{"href":"https:\/\/news678.top\/index.php?rest_route=\/wp\/v2\/posts\/22117","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/news678.top\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news678.top\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news678.top\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news678.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=22117"}],"version-history":[{"count":0,"href":"https:\/\/news678.top\/index.php?rest_route=\/wp\/v2\/posts\/22117\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news678.top\/index.php?rest_route=\/wp\/v2\/media\/22118"}],"wp:attachment":[{"href":"https:\/\/news678.top\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=22117"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news678.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=22117"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news678.top\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=22117"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}