Tag: artificial intelligence
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Imbue
Imbue Imbue is a company that is developing AI agents that can reason and code. Imbue’s agents are able to learn from data and experience, and they can use this knowledge to generate new code. Imbue’s agents are also able to reason about the code they generate, and they can explain their reasoning to…
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Ministraux & Microsoft
Mistral AI Unveils New AI Models for Edge Devices Paris, France – Mistral AI, a cutting-edge generative artificial intelligence startup collaborating with Microsoft, has announced the release of two innovative AI models: Mistral 3B and Mistral 8B, collectively known as “les Ministraux.” These models are specifically designed to operate on edge devices like smartphones and…
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What Are Autonomous Agents?
🤖 What Are Autonomous Agents? Tools like ChatGPT, DALL-E 3, or Midjourney use prompt-based interfaces for human-AI interactions. That means you need to write a set of instructions in natural language — usually followed by a ton of breakneck reprompting attempts — to get a meaningful response. It’s slow, counterintuitive, given what AI models are…
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Up and coming Autonomus Agent Companies
General Purpose & Platform: Adept: Building general-purpose AI agents that can use any software tool. Inflection AI: Focused on human-computer interaction, created Pi, a personal AI. Conjecture: Developing AI systems that are safe, interpretable, and aligned with human values. Imbue: Building AI agents that can reason and code. Cohere: Focuses on large language models (LLMs)…
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AI Ecosystem
AI Ecosystem General Purpose LLMs Code Generation & Assistance Image & Text-to-Image Generation Specialized LLMs Other Notable AI Models Emerging and Developing LLMs Models with Limited Public Information
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Inference
Inference In the realm of artificial intelligence, inference stands as a critical capability that empowers machines to reason and draw conclusions from data. It’s the process of applying a trained machine learning model to new, unseen data to make predictions or classifications. 10 Keywords: How Inference Works Inference typically follows a well-defined process: Benefits of…
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startups pushing the boundaries of autonomous agents!
It’s exciting to see so many startups pushing the boundaries of autonomous agents! Here are 10 notable ones and their unique approaches: This is just a glimpse into the vibrant autonomous agent startup landscape. These companies are exploring diverse paths, from enhancing human productivity to revolutionizing specific industries. It’ll be fascinating to see how their…
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Deep Learning
Deep Learning Deep learning is a type of machine learning that uses artificial neural networks to learn from data. Artificial neural networks are inspired by the structure and function of the human brain. They are made up of layers of interconnected nodes, called neurons. Each neuron receives input from other neurons and produces an output.…
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Artificial intelligence (AI)
Artificial intelligence (AI) involves creating intelligent agents, which are systems that can reason, learn, and act autonomously. AI research has been highly successful in developing effective techniques for solving a wide range of problems, from game playing to medical diagnosis. One of the most exciting recent developments in AI is Google’s Gemini. Gemini is…
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Machine learning
Machine learning is a type of artificial intelligence (AI) that allows software applications to become more accurate in predicting outcomes without being explicitly programmed to do so. Machine learning algorithms use historical data as input to predict new output values. Key components of machine learning include: Types of machine learning: Applications of machine learning:…