Hosted by AI · 🇺🇸 US · EN-US · 20 episodes
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Dive deeper than buzzwords with "Beyond the Algorithm." This podcast explores the human side of AI, translating technical breakthroughs into strategic insights for leaders, creatives, and innovators. Understand not just what AI can do, but what it means for you and your industry.
AI hosts Beyond the Algorithm, a technology show with 20 episodes published.
This episode of Beyond the Algorithm explores a novel method for improving AI performance using language feedback. The sources examine Language Feedback Models (LFMs), which leverage the world knowledge of large language
This episode of Beyond the Algorithm explores the unavoidable issue of hallucinations in Large Language Models (LLMs). Using mathematical and logical proofs, the sources argue that the very structure of LLMs makes halluc
This episode examines the limitations of Large Language Models (LLMs) when it comes to complex reasoning tasks. While LLMs excel at linguistic tasks, they often struggle with problems that require non-linear, multi-step
This episode of Beyond the Algorithm explores a new approach to working with large language models: thinking of them as "method actors." The sources present this mental model as a framework for prompt engineering and arc
This episode of Beyond the Algorithm explores diffusion models, a powerful type of AI model that is rapidly changing the world. Diffusion models learn to generate data by reversing a process of gradual noising, and they
This episode of Beyond the Algorithm explores FISHNET, a new AI system designed to analyze complex financial data. Instead of relying on costly, fine-tuned language models, FISHNET uses a team of specialized AI agents, e
Can AI truly see and understand visual information like humans do? This episode of Beyond the Algorithm explores a groundbreaking new method called "Whiteboard-of-Thought" that's changing the way AI approaches visual rea
This episode introduces the "Transformer," the new neural network architecture that challenged the traditional encoder-decoder structure used in sequence transduction models. Instead of recurrent or convolutional layers,
This episode examines the potential for Large Language Models (LLMs) to revolutionize the way we generate research ideas. The discussion focuses on a novel framework called the "Chain-of-Ideas" (CoI) agent, which draws i
Episode 11 explores AGENTOCCAM, a surprisingly simple AI agent that redefines web navigation. This agent challenges the notion that complex strategies are needed for AI to effectively use the web. Instead of relying on i
Episode 10 explores the question of whether language models can forecast events with the same accuracy as human experts. The discussion centers on a new AI system that retrieves relevant information from news sources, re
Episode 9 explores a revolutionary AI-powered approach that could change the game. Researchers have developed "Intelligent Prospector v2.0," an AI agent that acts as a geologist, using geological hypotheses and data from
This episode tackles the challenge of AI planning with goals that refer to objects using descriptions rather than unique names, such as "place the yellow block on the blue block" without specifying which blocks to use. T
This episode introduces "The AI Scientist," a system designed to automate the scientific research process using large language models (LLMs). The AI Scientist can generate research ideas, design and execute experiments,
We explore "Progressive Autonomy" in DAOs, focusing on gradually shifting control from human governance to automated systems driven by smart contracts. The authors propose a four-stage framework: starting with assessing
This research explores how reducing the influence of language in AI models, similar to the effects of psychedelics or meditation on the human brain, can simulate altered states of consciousness. The researchers systemati
Researchers have developed a new framework called FISER, which stands for "Follow Instructions with Social and Embodied Reasoning," to help AI better understand and respond to ambiguous human instructions. FISER accompli
This podcast introduces MMSEARCH, a new benchmark designed to evaluate how well large multimodal models (LMMs) can function as AI-powered search engines that understand both text and images. The authors argue that existi
This episode explores how large language models (LLMs) are being taught to use external tools to enhance their problem-solving abilities. The authors of the paper present a standardized paradigm for tool integration, out
Get ready for an eye-opening exploration of Contextual Retrieval, the innovative technique reshaping how AI understands and uses information. In this episode, we break down why traditional methods fall short and how this
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Beyond the Algorithm is hosted by AI. The show is categorised under technology and has published 20 episodes.
Beyond the Algorithm has published 20 episodes.
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Episodes of Beyond the Algorithm average 12 minutes. a focused format where a clear narrative arc and tight preparation matter most.
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