The Limitations of LLMs: Causal Inference, Logical Deduction, and Self-Improvement
Large Language Models (LLMs) like GPT-4 and Gemini have completely changed how we interact with technology. They’re great at generating text, translating languages, and even crafting poetry. But despite their impressive capabilities, LLMs have significant limitations, especially in casual inference, logical deduction, and self-improvement. Causal Inference: The Achilles’ Heel of LLMs One major shortcoming of […]
Have Businesses Finally Started Deriving Value from Gen AI in 2024?
Over the past decade, the journey towards generative AI has been gradual yet consistent, with significant progress in the last couple of years. While 2023 was the year generative AI (gen AI) became widely known, 2024 marked the point when organizations started leveraging it and experiencing tangible business value. In our fast-evolving tech world, AI […]
LLM Red Teaming – What is it and Why is it Important?
Large Language Models (LLMs), like GPT-4 and Gemini, are game-changers in the tech world, making huge leaps in natural language understanding, generation, and various applications from chatbots to automated content creation. However, safety and reliability have to be ensured for responsible deployment, as these models have been found to exhibit biases, provide misinformation or hallucinations, […]
Understanding Large Action Models: Paving the way for action-oriented AI
The emergence of Large Language Models (LLMs) has caused a surge in AI-powered tools that are trained on vast textual data and can generate human-like text. This development can be seen as the first attempt at generative AI, where machines produce text that resembles human language. The next step would be for AI to execute […]
AL OS1 – AI Agents Capable of Operating Software Devices.
Even the smallest news or updates from leading AI companies can ignite a frenzy of discussion and anticipation among enthusiasts and professionals alike. As news of OpenAI’s new product regarding AI agents that can take over users’ devices to perform complex tasks is spreading at lightning speed, the mere thought of AI agents taking over […]
Shifting the focus from LLMs to LMMs to LAMs
Agile Loop is leveraging large action models to shift the focus towards a new type of operating system—AL OS1.
