Month: June 2025

Next‑AEO Helps LLMs Find You—Because Google Isn’t the Only Search Engine Anymore

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We’re thrilled to announce next‑aeo, a new NPM package from Profound designed for Next.js developers who care not just about SEO, but AEO (AI Engine Optimization). It builds a bridge between your app and today’s answer‑driven LLMs. What does next‑aeo do? next‑aeo analyzes your Next.js app as part of the build process and generates a … Read more

The 7 Essential Tools for Local LLM Development on macOS in 2025

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The ability to run Large Language Models (LLMs) locally has transformed AI development, especially for those of us on macOS. It brings unparalleled privacy, cost control, and offline capabilities. But to truly harness this power in 2025, you need more than just a model file; you need a robust toolkit. Whether you’re building AI-powered applications, … Read more

Is Shrinking Smart? A Beginner’s Guide to Dimensionality Reduction

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I. Why Dimensionality Reduction Deserves Your Attention In machine learning, more data isn’t always better — especially when it comes to features. Having too many variables can lead to what’s affectionately known as the curse of dimensionality, where the model becomes confused, overfits, or takes forever to train. Unknown Fact: not all data is good … Read more

Connecting Your DApp to Blockchain with WalletConnect and GetBlock

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Are you looking to connect your decentralized application (DApp) to the blockchain and allow users to interact with it using their browser wallets? This tutorial will guide you through integrating WalletConnect with GetBlock.io – a powerful combination for seamless and reliable blockchain interactions. We’ll focus on a browser-based setup, making it ideal for web applications … Read more

Forget Perfection. Just Don’t Disappear.

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A rule for people who’ve tried “consistency” and failed. Let’s get this out of the way: You’re going to screw it up. You’ll miss a workout. Forget to journal. Fall face-first into a bag of Doritos instead of meditating. Cool. Same here. The problem isn’t breaking the habit. It’s what happens after. Most people don’t … Read more

Caution on Bitcoin Double Top, But a Full-Blown Price Crash Seems Unlikely, Sygnum Bank’s Tischhauser Says

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Bitcoin’s BTC double top prospects above $100,000 warrant caution, but a full-blown 2022-style crash looks unlikely unless an unexpected black swan hits, according to digital asset banking group Sygnum’s Head of Investment Research Katalin Tischhauser. “The crypto market is strongly sentiment-driven as fundamental valuations are challenging; therefore, technical analysis signals such as the double top … Read more

Redwood Materials is giving old EV batteries a second life as microgrids

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Redwood Materials is repurposing old EV batteries into energy storage systems that cost “substantially less” than brand new storage projects, the company said Thursday. The electric vehicle battery recycling and manufacturing venture, which was founded by Tesla’s former chief technologist, has created a new division called Redwood Energy to manage these projects. The aim is … Read more

Meta says it’s winning the talent war with OpenAI

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During a company-wide all-hands meeting on Thursday, some of Meta’s top executives were asked about the “$100 million signing bonuses” that OpenAI CEO Sam Altman claimed they had been offering to poach his employees. “Sam is just being dishonest here,” Andrew Bosworth, Meta’s CTO, said at the meeting when asked about Altman’s remarks. “He’s suggesting … Read more

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