AI Insiders
by Ronald Soh
Examples as the Prompt: A Scalable Approach for Efficient LLM…
About this podcast
"AI Insiders" positions itself as the go-to podcast for deep, behind-the-scenes insights into the AI industry, offering listeners an insider's perspective on the technology, business, and future of artificial intelligence.
TARGET AUDIENCE:
- Tech professionals and developers
- Business leaders and decision-makers
- AI enthusiasts and students
- Industry stakeholders
- Tech-savvy general audience interested in AI's impact
UNIQUE SELLING POINTS:
- Expert Access: Featuring interviews with AI researchers, tech leaders, and industry pioneers
- Behind-the-Scenes: Exclusive insights into AI companies and breakthrough developments
- Real-world Applications: Practical discussions about AI implementation across industries
- Future Trends: Analysis of emerging technologies and market directions
POTENTIAL SEGMENTS:
"The Inside Scoop" - Breaking news and industry updates
"Tech Deep Dive" - Technical explanations of new AI developments
"Startup Spotlight" - Featuring promising AI startups
"AI Ethics Corner" - Discussing ethical implications and challenges
"Use Case Breakdown" - Real-world applications and success stories
TONE & STYLE:
Professional yet accessible
Technical but explained clearly
Engaging and conversational
Thought-provoking and insightful
EPISODE FORMATS:
1) Interview Episodes (45-60 mins)
- One-on-one conversations with industry experts
- Panel discussions on trending topics
2) News & Analysis Episodes (30-45 mins)
- Weekly roundup of major AI developments
- Expert commentary on industry trends
3) Special Features (60+ mins)
- Live event coverage
- In-depth technology reviews
- Industry conference highlights
POTENTIAL EPISODE THEMES:
"The Future of Large Language Models"
"AI in Healthcare: Revolution or Evolution?"
"Building Ethical AI Systems"
"Startup to Scale: AI Success Stories"
"The Human Side of AI Development"
MARKETING TAGLINES:
"Where AI Meets Insight"
"Your Backstage Pass to the AI Revolution"
"AI Understanding, Unlocked"
"The Stories Behind the Code"
Episodes
The newest 20 of 24 episodes
- Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-commerce · 17 min · Season 1 Episode 24This paper addresses the challenges associated with adapting Large Language Models (LLMs) for various tasks within the e-commerce domain using prompting techniques. While…
- From Demonstrations to Rewards: Alignment Without Explicit Human Preference · 21 minThis paper addresses a core challenge in aligning large language models (LLMs) with human preferences: the substantial data requirements and technical complexity of current…
- Flaws of Multiple-Choice Questions for Evaluating Generative AI in Medicine · 9 min · Season 1 Episode 22This paper critically examines the use of multiple-choice question (MCQ) benchmarks to assess the medical knowledge and reasoning capabilities of Large Language Models (LLMs)…
- Generative AI in Education: Impact Across Grade Levels · 17 min · Season 1 Episode 20This paper investigates the impact of Generative Artificial Intelligence (GAI), such as ChatGPT, Kimi, and Doubao, on students' learning across four grade levels (high school…
- NeurIPS 2023 LLM Efficiency Fine-tuning Competition Analysis · 13 min · Season 1 Episode 21This document summarises the key findings and insights from the NeurIPS 2023 Large Language Model (LLM) Efficiency Fine-tuning Competition. The competition aimed to democratise…
- Orchestrated Distributed Intelligence: A Systems Paradigm for Agentic AI · 29 min · Season 1 Episode 18This briefing document reviews the main themes and important ideas presented in Krti Tallam's paper on Orchestrated Distributed Intelligence (ODI). The paper argues for a…
- MoonCast - High-Quality Zero-Shot Podcast Generation · 24 min · Season 1 Episode 17This briefing document reviews the main themes and important ideas presented in the research paper "MoonCast: High-Quality Zero-Shot Podcast Generation". The paper introduces…
- Superalignment with Dynamic Human Values · 21 min · Season 1 Episode 16This paper addresses the critical challenges of aligning superhuman artificial intelligence (AI) with human values, specifically focusing on scalable oversight and the dynamic…
- Analysis of Multi-Agent System Failures · 26 min · Season 1 Episode 15The paper concludes by highlighting the introduction of MASFT as a "structured framework for understanding and mitigating MAS failures" and the development of a "scalable…
- Conflict-Aware Meta-Review Generation via Cognitive Alignment · 18 min · Season 1 Episode 13This paper addresses the challenge of automating high-stakes meta-review generation, a critical task in academic peer review that involves synthesizing conflicting evaluations…
- ChatGPT o3-mini vs. DeepSeek-R1 : Code-Solving Showdown · 17 min · Season 1 Episode 19This briefing document summarises the key findings and implications of the research paper "A Showdown of ChatGPT vs DeepSeek in Solving Programming Tasks" by Shakya et al. The…
- Towards AI-assisted Academic Writing · 26 min · Season 1 Episode 14This paper presents components of an AI-assisted academic writing system focused on citation recommendation and introduction generation. The authors argue that scientific writing…
- Measuring AI Ability to Complete Long Tasks · 16 min · Season 1 Episode 12This paper introduces a new metric, the "50%-task-completion time horizon," to quantify AI capabilities by relating AI performance on tasks to the typical time humans take to…
- Next-Generation Phishing: LLMs and Evasion of Phishing Defenses · 19 min · Season 1 Episode 11Imagine you're getting emails or messages on the internet. Some of these messages might be from people trying to trick you - like strangers offering candy. But now, there's…
- ComfyGI: Automating Image Generation Workflow Improvement · 17 min · Season 1 Episode 10Imagine you're trying to draw a picture, but instead of using crayons, you're using a special computer program. This program is called ComfyGI, and it's like having a super-smart…
- Can ChatGPT Overcome Behavioral Biases in the Financial Sector? · 12 min · Season 1 Episode 9Imagine you're trying to decide how to spend or save your pocket money. Sometimes, the way someone tells you about something can change how you feel about it - just like how a…
- State of AI Ethics Report, Volume 5 (July 2021) · 20 min · Season 1 Episode 8Imagine we're talking about making sure robots and smart computers (AI) are good helpers for everyone in the world. Here's what smart people are thinking about: Making AI Be a…
- Trustworthy LLM-Based Multi-Agent Systems for AI Ethics · 14 min · Season 1 Episode 7Imagine we're talking about making sure robots (or AI) are good friends that we can trust. Scientists are trying to figure out how to teach these AI helpers to be honest, fair…
- Natural Language Processing with Hugging Face · 23 min · Season 1 Episode 6Imagine you have a super-smart computer friend called Hugging Face that helps you understand and work with words and languages. Here's what it can do: Cleaning Up Text: Just…
- Generative Agent Simulations of 1,000 People · 15 min · Season 1 Episode 5Imagine scientists are trying to create special computer friends (they call them "generative agents") that can act just like real people! Here's what they did: Making Computer…
