AI - HighScienceHub

Anthropic’s ‘Brain Scanner’ Reveals Surprising Reasons Behind AI Math Errors and Hallucinations

Artificial intelligence (AI) chatbots have become integral in various applications, yet they often struggle with simple arithmetic and occasionally produce fabricated information, known as “hallucinations.” Researchers at Anthropic have developed an innovative technique, termed “circuit tracing,” to delve into the inner workings of large language models (LLMs) and uncover the underlying causes of these issues. …

Run DeepSeek-R1 on Your Local Machine: A Step-by-Step Guide to the 671B AI Model

@5 months ago5 months ago06 mins

How Unsloth’s Breakthrough Compression Makes It Possible for Everyone Why This Matters DeepSeek-R1, a 671-billion-parameter AI model, was previously restricted to cloud APIs due to its colossal size (720GB). Thanks to Unsloth, an open-source project led by ex-NVIDIA engineers, the model is now compressed to 131GB (80% smaller) and optimized for local deployment. Whether you’re…

DeepSeek Shakes Up AI Race: New Image Generator Outperforms OpenAI’s DALL-E 3 in Speed and Creativity

@5 months ago05 mins

In a seismic shift for the artificial intelligence landscape, Chinese tech firm DeepSeek has stunned industry giants by unveiling an AI image generator that reportedly surpasses OpenAI’s flagship model, DALL-E 3, in both speed and artistic fidelity. Early benchmarks and user tests suggest DeepSeek’s tool generates hyper-realistic images up to 40% faster while achieving unprecedented…

Deep Dive into Building AI Agents with LangChain and LangGraph

@5 months ago5 months ago09 mins

1. Understanding LangChain: Core Components and Architecture LangChain is a framework designed to integrate large language models (LLMs) with external data sources and applications. Its modular architecture allows developers to create sophisticated AI workflows. Here’s a breakdown of its core components: 1.1 Document Loaders Tools: Example from langchain.document_loaders import PyPDFLoader loader = PyPDFLoader(“research_paper.pdf”) documents =…

AI-Powered Mobile App Development: A Step-by-Step Guide for Cross-Platform Solutions

@5 months ago5 months ago04 mins

Developing a mobile app with AI assistance can streamline your workflow, especially for cross-platform (iOS/Android) solutions. Below is a structured approach to integrate AI tools effectively: 1. Cross-Platform Frameworks Start with a cross-platform framework to build for both iOS and Android: 2. AI-Powered Development Workflow Idea & Planning Design Development: AI Code Generation: Testing :…

The AI Wake-Up Call: How DeepSeek Exposed the Overhyped Reality of OpenAI and the Generative AI Bubble

@5 months ago06 mins

From Hype to Disillusionment: Why the Generative AI Revolution Needs a Reality Check The Rise and Fall of AI EuphoriaWhen ChatGPT 3.5 burst onto the scene in late 2022, it felt like magic. For the first time, millions of people—developers, creatives, students, and executives—interacted with a tool that promised to democratize intelligence itself. OpenAI, the…

DeepSeek-R1: China’s Open-Source AI Model with 671 Billion Parameters Challenges OpenAI

@5 months ago5 months ago03 mins

DeepSeek AI Releases R1 Model Under Open MIT License Chinese AI startup DeepSeek has released its latest AI model family, DeepSeek-R1, under an open MIT license, making it one of the most powerful openly available AI models. The largest version contains 671 billion parameters, positioning it as a direct competitor to OpenAI’s o1 simulated reasoning…