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Show HN: LOAB – AI agents get decisions right but skip the process [pdf]
LOAB, an open-source benchmark for evaluating whether AI agents can follow regulated lending processes — not just produce the right final answer.
The motivation is simple: in mortgage lending, regulators don't care if you got the right answer. They care whether you followed the right process. Skip a KYC check, pull a credit bureau report before getting privacy consent, or approve a loan without the required policy lookup — that's a compliance failure even if the outcome was correct.
Current AI benchmarks don't measure this. They evaluate what the agent decided, not how it got there.
LOAB simulates a fictional Australian lender with mock regulatory APIs, multi-agent roles mirroring real bank operations, and a five-dimension scoring rubric derived from actual lending law. A run only passes if the outcome is correct AND the process was correct.
The main finding: frontier models achieve 67-75% outcome accuracy but only 25-42% when you also require process compliance. It's surprisingly hard to get AI to follow a prescribed sequence of steps even when it clearly "knows" the right answer.
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Meta sued over AI smart glasses' privacy concerns, after workers reviewed nudity, sex, and other footage | TechCrunch
<p class="npf_link" data-npf="{"type":"link","url":"https://techcrunch.com/2026/03/05/meta-sued-over-ai-smartglasses-privacy-concerns-after-workers-reviewed-nudity-sex-and-other-footage/","display_url":"https://techcrunch.com/2026/03/05/meta-sued-over-ai-smartglasses-privacy-concerns-after-workers-reviewed-nudity-sex-and-other-footage/","title":"Meta sued over AI smart glasses' privacy concerns, after workers reviewed nudity, sex, and other footage | TechCrunch","description":"Lawyers say Meta's marketing materials promised privacy and user control over sharing footage. But an investigation found that subcontractor","site_name":"TechCrunch","poster":[{"media_key":"d35517b762ee5def400bf37d28a8091a:73b9f64990876dc2-c5","type":"image/jpeg","width":1200,"height":799}]}"><a href="https://techcrunch.com/2026/03/05/meta-sued-over-ai-smartglasses-privacy-concerns-after-workers-reviewed-nudity-sex-and-other-footage/" target="_blank">Meta sued over AI smart glasses’ privacy concerns, after workers reviewed nudity, sex, and other footage | TechCrunch</a></p><p>“Meta is facing a new class action lawsuit over its AI smart glasses and their lack of privacy, after <a href="https://url.usb.m.mimecastprotect.com/s/rkc3CA8LmLhjAnA4CGfrSG8qNv?domain=svd.se" target="_blank">an investigation</a> by Swedish newspapers found that workers at a Kenya-based subcontractor are reviewing footage from customers’ glasses, which included sensitive content, like nudity, people having sex, and using the toilet.”</p>
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Amazon’s AGI lab leader is leaving
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Autonomous AI, not AGI?
<h1>Autonomous AI, not AGI?</h1><p>Maybe they are working towards human like AI, but how are they going to grant willpower to enjoy playing the game, let alone make a choice?<br/><br/>I like how Julia lets us know it is too late to stop, ‘Stop what, I wonder, a prompt engineer to prompt an advanced AI to imitate…<br/><br/>Prompt:Refer to: “video”1. Research AGI Development2. Confirm current news3. Recap Key…</p><p><br/></p><div class="npf_row"><figure class="tmblr-full" data-orig-height="360" data-orig-width="480"><img src="https://64.media.tumblr.com/03406e799b66a96dde411efb1d3120e0/080f62176a18c828-74/s640x960/404dd1128bb7d2c23de7bf92b96790704bd6345f.jpg" data-orig-height="360" data-orig-width="480" srcset="https://64.media.tumblr.com/03406e799b66a96dde411efb1d3120e0/080f62176a18c828-74/s75x75_c1/f4c6f935c0f286ee562467fead55fff93c1578c3.jpg 75w, https://64.media.tumblr.com/03406e799b66a96dde411efb1d3120e0/080f62176a18c828-74/s100x200/35ba5a7376247b9ec94ffcd3002ca731f556e046.jpg 100w, https://64.media.tumblr.com/03406e799b66a96dde411efb1d3120e0/080f62176a18c828-74/s250x400/a654e80d5aefa3662a55ae7e5b7c059a7a593302.jpg 250w, https://64.media.tumblr.com/03406e799b66a96dde411efb1d3120e0/080f62176a18c828-74/s400x600/75fda0500caf47dc31196d76cdfba0acd09b209e.jpg 400w, https://64.media.tumblr.com/03406e799b66a96dde411efb1d3120e0/080f62176a18c828-74/s500x750/38a527ff4e25027ac6b3f679e3210ac1644a5046.jpg 480w" sizes="(max-width: 480px) 100vw, 480px"/></figure></div><p><a href="https://thenewmars.wordpress.com/2026/03/03/autonomous-ai-not-agi/">View On WordPress</a></p>
NVIDIA là công ty gì? “Giải mã” tập đoàn sản xuất chip đắt giá nhất thế giới
Một năm sau lời hứa biến Việt Nam thành “quê hương...
“Giải mã” tập đoàn sản xuất chip đắt giá nhất thế giớiMột năm sau lời hứa biến Việt Nam thành “quê hương thứ hai” của NVIDIA, CEO Jensen Huang đã ký kết mở Trung tâm R&D và Trung tâm Dữ liệu AI với Chính phủ Việt Namlink:https://www.redsunland.vn/nvidia-la-cong-ty-gi-giai-ma-tap-doan-chip/Công ty Cổ phần Đầu tư RedsunlandHotline: (+84) 913.933.593 – (+84) 912.949.393Website: redsunland.vnEmail: info@redsunland.vnLinkedIn: linkedin.com/company/rslgroupFanpage: facebook.com/rslgroup.vnYoutube:
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