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A Post-Training Procedure for Internalized Multi-Agent Debate

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🚀 Explore this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: [Submitted on 27 Apr 2026] View a PDF of the paper titled Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate, by John Seon Keun Yi and 2 other authors View PDF HTML (experimental) Abstract:Multi-agent debate has been shown to improve reasoning in large language models (LLMs). However, it is compute-intensive, requiring generation of long transcripts before answering questions. To address this inefficiency, we develop a framework that distills multi-agent debate into a single LLM through a two-stage fine-tuning pipeline combining debate structure learning with…

Founders Fund launches a game show starring Sam Altman, Palmer Luckey, and other tech elite

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💥 Check out this trending post from TechCrunch 📖 📂 **Category**: Media & Entertainment,bryan johnson,Founders Fund,media,Palmer Luckey,sam altman ✅ **What You’ll Learn**: Have you ever had a desire to see Sam Altman and Palmer Lokey face off in a somewhat suspenseful card game? If so, you're in luck. Silicon Valley leaders are quick to embrace the power of the media for marketing and political capital. Now, in a sign of the times, Founders Fund, the venture capital firm co-founded by Peter Thiel, has launched its own gaming offering. “MAFIA the GAME” will apparently be an ongoing thing, with tech superstars…

[2606.04032] Do Transformers Need Three Projections? Systematic Study of QKV Variants

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🚀 Explore this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: [Submitted on 1 Jun 2026] View a PDF of the paper titled Do Transformers Need Three Projections? Systematic Study of QKV Variants, by Ali Kayyam and 2 other authors View PDF HTML (experimental) Abstract:Transformers have become the standard solution for various AI tasks, with the query, key, and value (QKV) attention formulation playing a central role. However, the individual contribution of these three projections and the impact of omitting some remain poorly understood. We systematically evaluate three projection sharing constraints: a) Q-K=V (shared key-value), b)…

Ahead of IPO, Anthropic’s Daniela Amodei shrugs off doubts about AI returns

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🚀 Explore this must-read post from TechCrunch 📖 📂 **Category**: AI,Anthropic,IPO ✅ **What You’ll Learn**: Private investors have been vying to get a piece of Anthropologie, as the AI model maker grows at a dizzying pace. Multiple investors told TechCrunch that the company's $65 billion fundraising at a $965 billion valuation, announced last week, was heavily oversubscribed. Now, with private demand still strong, Anthropic has revealed that it is taking steps toward a public listing by confidentially filing for an initial public offering. Co-founder Daniela Amodei, speaking at the Bloomberg Technology Conference on Thursday, said the decision came down to…

schildep/verified-polygon-intersection: Formally verified polygon intersection · GitHub

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🚀 Read this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: To my knowledge, this is the first formally verified implementation of an intersection algorithm for polygons. (Also compare with Related work) The experience of working with AI agents on this project changed a lot with recent model releases. Latest models are able to provide algorithm implementation with formal proof in one shot, whereas previous models required me to provide proof strategies in multiple steps. (Capabilities of AI agents) Trust in the correctness comes entirely from the Lean checker and human review of a small specification,…

Airbnb’s Brian Chesky plans to launch a new artificial intelligence lab

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🔥 Check out this must-read post from TechCrunch 📖 📂 **Category**: AI,Airbnb ✅ **What You’ll Learn**: Airbnb CEO Brian Chesky is tired of being merely an AI kingmaker. He now plans to support a new AI lab of his own. The news, reported by Bloomberg and confirmed to TechCrunch by a person familiar with the situation, suggests that Chesky is one of many Silicon Valley makers unhappy with models coming out of frontier labs. While AirBnB has adopted AI coding tools, Chesky said last year that it had not partnered with LLM because existing products weren't quite ready. However, Chesky…

GitHub – tejaswigowda/ffmpeg-webCLI: A browser-based video editor powered by ffmpeg.wasm. No uploads, no servers –

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✨ Explore this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: A browser-based video editor powered by ffmpeg.wasm. in your browser using WebAssembly. 🚀 Live app: https://tejaswigowda.com/ffmpeg-webCLI/ ✅ No Server Uploads — All video processing happens entirely on your device ✅ 30+ Video Operations — GIF creation, format conversion, compression, trimming, effects, filters, and more ✅ Offline-First PWA — Works completely offline after first use; install as a native app ✅ Screen Wake Lock — Screen stays active during video processing on any device ✅ Live Previews — See output size estimates and live settings adjustments…

Defense technology, AI and fundraising take center stage at StrictlyVC Los Angeles

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🚀 Check out this trending post from TechCrunch 📖 📂 **Category**: TC,Startups,Security,Space,Venture,AI,Fundraising,StrictlyVC ✅ **What You’ll Learn**: With only two weeks gone by, StrictlyVC Los Angeles Approaching fast. on Thursday, June 18 at the Aerospace Corporation campus in El Segundo. Investors, founders and technology leaders will gather for an evening of conversations to explore some of the most important transformations happening across venture capital, defense technology, artificial intelligence and advanced industry. Secure your place here. For executives navigating a rapidly changing technology landscape, StrictlyVC offers something that is increasingly hard to find: direct access to the people who are building, financing,…

anthropics/defending-code-reference-harness: Skills for threat modeling, scanning, triage, patching, plus an autonomous scanning harness you can /customize · GitHub

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💥 Check out this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: A reference implementation for autonomous vulnerability discovery and remediation with Claude, based on our learnings from partnering with security teams at several organizations since launching Claude Mythos Preview. For a write up of these learnings along with best practices, see the accompanying blog post (also available in blog-post.md). For a lightweight SDK-only walkthrough of the same recon → find → triage → report → patch loop, see the companion cookbook. This repo is not maintained and is not accepting contributions. 🔒 Want a managed…

Meta steals tactic from Tesla and builds data centers in tents

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🔥 Read this trending post from TechCrunch 📖 📂 **Category**: AI,Climate,Social,data centers,Meta,Tents 💡 **What You’ll Learn**: Just when you thought the AI data center boom couldn't get any crazier, Meta built data centers in tents. The strategy appears to borrow in equal parts from Tesla and xAI. In an effort to cut construction time in half, Meta built six tents — or “rapid deployment structures” as the company calls them — outside New Albany, Ohio, according to Michael Thomas, founder of CleanView, which tracks data center deployments. Thomas's findings are not entirely new. Meta CEO Mark Zuckerberg spoke to The…