SUTRA: A New Precedent for Multilingual LLMs & Future AI

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Table of Links Abstract and 1 Introduction 2 Related Work 3 SUTRA Approach 3.1 What is SUTRA? 3.2 Architecture 3.3 Training Data 4 Training Multilingual Tokenizers 5 Multilingual MMLU 5.1 Massive Multitask Language Understanding 5.2 Extending MMLU to Multiple Languages and 5.3 Consistent Performance across Languages 5.4 Comparing with leading models for Multilingual Performance 6 … Read more

SUTRA-Online: Quantitative Evaluation for Real-Time, Factual LLM Queries

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Table of Links Abstract and 1 Introduction 2 Related Work 3 SUTRA Approach 3.1 What is SUTRA? 3.2 Architecture 3.3 Training Data 4 Training Multilingual Tokenizers 5 Multilingual MMLU 5.1 Massive Multitask Language Understanding 5.2 Extending MMLU to Multiple Languages and 5.3 Consistent Performance across Languages 5.4 Comparing with leading models for Multilingual Performance 6 … Read more

This AI-powered startup studio plans to launch 100,000 companies a year — really

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Henrik Werdelin has spent the last 15 years helping entrepreneurs build big brands like Barkbox through his startup studio Prehype. Now, with his new, New York-based venture Audos, he’s betting that AI can help him scale that process from “tens” of startups a year to “hundreds of thousands” of aspiring business owners. The timing certainly … Read more

Building a Full-Stack Bookstore App in 100 Days with .NET MAUI and Clean Architecture

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For my final university project, I set out with an ambitious goal: to build a comprehensive bookstore management system in roughly 50 days. The challenge wasn’t just to create an e-commerce app, but to build a unified solution that serves online customers, in-store staff, and system administrators, all from a single, modern mobile application.This is … Read more

I Needed Better Go Benchmark Visuals, So I Made Vizb

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Benchmarking in Go is straightforward, but visualizing those results? That’s where things get messy. When you’re comparing different libraries or implementations across various workloads, staring at raw benchmark numbers just doesn’t cut it. I found myself in this exact situation while working with my message queue library, varmq. I needed to compare performance across different … Read more

Asia Morning Briefing: Asia’s Banks Look to Stablecoins to Prevent Deposit Flight

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Good Morning, Asia. Here’s what’s making news in the markets: Welcome to Asia Morning Briefing, a daily summary of top stories during U.S. hours and an overview of market moves and analysis. For a detailed overview of U.S. markets, see CoinDesk’s Crypto Daybook Americas. While stablecoins (USDT, USDC) dominated U.S. headlines last month amid the … Read more

Google is rolling out its AI-powered ‘Ask Photos’ search again – and it has a speed boost

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After quietly pausing the rollout of Google Photos’ AI-powered “Ask Photos” search tool, Google is now expanding access once again and making some improvements to the feature. Google’s Gemini AI models power Ask Photos so that you can ask complex questions to help you find photos. But earlier this month, a member of the Google … Read more

Tailor responsible AI with new safeguard tiers in Amazon Bedrock Guardrails

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Amazon Bedrock Guardrails provides configurable safeguards to help build trusted generative AI applications at scale. It provides organizations with integrated safety and privacy safeguards that work across multiple foundation models (FMs), including models available in Amazon Bedrock, as well as models hosted outside Amazon Bedrock from other model providers and cloud providers. With the standalone … Read more

Netvrk: Don’t Be Fooled by the Flash – This Metaverse Is Crumbling Behind the Scenes 🚨

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Metaverse projects come and go, but every so often, a star emerges… only to disintegrate under scrutiny. Enter Netvrk—a sleek digital world built on Unreal Engine 5, hyped across crypto and VR circles. Yet, beneath the glossy veneer lie enough cracks to sink the Titanic. 🏠 Tiny Team, Big Template Netvrk is fronted by XMOD … Read more