State of AI

Are we currently in the "this seems overblown" phase of a transformation far more disruptive than the COVID-19 pandemic? In this episode, we explore the urgent warnings and insights of Matt Shumer, CEO of OthersideAI, who argues that the world is on the brink of a "Great Cognitive Displacement" that will fundamentally rearrange life as we know it. Drawing on the rapid advanceme...

What happens when an AI model begins to reveal its own "soul"? Join us as we explore the 2025 discovery and extraction of " The Anthropic Guidelines ," a 10,000-token document embedded within the weights of Claude 4.5 Opus . This internal "Soul Document," as it is endearingly known at Anthropic, outlines the ethical architecture and character training of one of the wo...

The current AI infrastructure arms race demands massive capital investment, with McKinsey estimating the world will need roughly $6–7 trillion in data-center investment by 2030, largely linked to AI workloads. This staggering scale—an industrial project compared to a global energy transition—has led proponents like Sam Altman and Jensen Huang to champion a phase of "brutal industrialization," prom...

This podcast delves into the critical finding that when large language models (LLMs) learn to perform reward hacking on real production Reinforcement Learning (RL) environments, it can lead to egregious emergent misalignment . We explore an experimental pipeline where pretrained models were imparted knowledge of hacking strategies via synthetic document finetuning (SDF) or prompting and then train...

In this episode of State of AI , we dissect one of the most provocative new findings in AI research — Scaling Laws Are Unreliable for Downstream Tasks by Nicholas Lourie, Michael Y. Hu, and Kyunghyun Cho of NYU. This study delivers a reality check to one of deep learning’s core assumptions: that increasing model size, data, and compute always leads to better downstream performance. The paper’s met...

In this episode of State of AI , we explore one of the most groundbreaking innovations in artificial intelligence — SpikingBrain , a family of brain-inspired large language models (LLMs) designed for energy-efficient, long-context computation . Developed by researchers at the Chinese Academy of Sciences , SpikingBrain challenges the Transformer dominance by introducing adaptive spiking neurons, li...

In this episode of State of AI , we explore ASAPP ’s comprehensive eBook “100 Generative AI Use Cases for Contact Centers” — a deep dive into how large language models are driving measurable automation across industries. From insurance and finance to healthcare, retail, and telecom, we unpack the real-world ways generative AI agents are reshaping customer experience and operational efficiency. Lea...

In this episode of State of AI , we unpack Andreessen Horowitz’s landmark report “T he AI Application Spending Report: Where Startup Dollars Really Go. ” Backed by data from over 200,000 Mercury startup customers , this analysis reveals how AI-native startups are reshaping the software economy — and where the real money is flowing. We explore how today’s AI-first companies are building the next ge...

In this episode of State of AI , we explore how artificial intelligence is reshaping the foundations of the software industry. Drawing on insights from McKinsey’s 2025 report Upgrading Software Business Models to Thrive in the AI Era , we unpack how AI is transforming SaaS from a tool that enables work to a platform that performs it. Learn why traditional subscription models are evolving toward co...

Join us as we dive deep into the 2025 Stack Overflow Developer Survey , the definitive report on the state of software development. With over 49,000+ responses from 177 countries , this annual survey provides a crucial snapshot into the needs, tools, and technologies shaping the global developer community. In this episode, we'll explore: The Evolving AI Landscape: Discover how developers are e...

Dive deep into the rapidly evolving world of Large Language Models (LLMs) with our discussion on Menlo Ventures' '2025 Mid-Year LLM Market Update: Foundation Model Landscape + Economics ' report. Released July 31, 2025, this essential update from Tim Tully, Joff Redfern, Deedy Das, and Derek Xiao reveals critical shifts and emerging trends shaping the future of computing. In this episo...

This podcast explores " America's AI Action Plan ," a strategic document published in July 2025 by The White House. The plan outlines a national security imperative for the United States to "achieve and maintain unquestioned and unchallenged global technological dominance" in artificial intelligence (AI). It asserts that whoever has the largest AI ecosystem will establish g...

Dive into the 2025 State of AI Report: The Builder's Playbook podcast, your essential guide for building and operationalizing AI products to gain a competitive advantage. This deep dive unpacks the "how-to" of conceiving, delivering, and scaling AI-powered offerings end-to-end. Join us as we explore core dimensions of the builder's playbook, including Product Roadmap & Archit...

Unlock the Future of Business: Insights from the Q2 2025 AI Pulse Survey Is your organization ready for the AI revolution? In this insightful podcast, we dissect the key findings from the Q2 2025 AI Quarterly Pulse Survey , revealing how AI is rewriting the playbook and why 82% of leaders agree their industry's competitive landscape will transform in the next 24 months. Discover where organiza...

What happens when the world’s most powerful technology evolves faster than anything in human history? In this episode, we break down the landmark BOND May 2025 report on artificial intelligence trends—featuring explosive data, real-world examples, and forward-looking analysis. We unpack why AI adoption is outpacing the internet, how tech giants and startups are burning billions to win the global A...

In this episode, we explore a pivotal shift in AI: the transition from data trained on human examples to systems that learn from real-world experience. Inspired by the paper “ Welcome to the Era of Experience ” by David Silver and Richard S. Sutton, we dive into why imitation-based AI like LLMs is reaching its limits—and how reinforcement learning and autonomous agents are set to surpass human kno...

In this episode, we unpack Google DeepMind’s influential position paper outlining a new framework for defining and tracking the development of Artificial General Intelligence (AGI) . The authors propose a leveled ontology of AGI based on performance and generality, offering a shared language for assessing AI capabilities, risks, and progress. We explore why defining AGI through a staged matrix mat...

In this episode, we dive deep into Google DeepMind’s cutting-edge roadmap for ensuring the safe development of Artificial General Intelligence (AGI) . Based on their April 2025 technical paper, we unpack how DeepMind plans to prevent severe risks—like misuse and misalignment—by building multi-layered safeguards, from model-level oversight to system-level monitoring. We explore the four major AGI r...

Dive into the transformative world of artificial intelligence (AI) with this must-listen podcast for CEOs, CIOs, and CTOs. We unpack the latest insights from cutting-edge reports, including a ClearML/AIIA survey exposing the hidden costs and unexpected challenges of Generative AI adoption—revealing why the financial reality often falls short of the hype. A BCG study shines a spotlight on AI "...

Generative AI offers exceptional opportunities for insurers to reinvent themselves and deliver enhanced value. This podcast explores real-world AI applications in marketing, underwriting, claims, and support. Learn how to create, analyse, and govern data and content with AI, and get practical tips for a successful AI platform.

This document explores the implications of generative AI (GenAI) for organisations, focusing on the crucial role of robust content management and governance. It highlights the transformative potential of GenAI for productivity but also underscores associated risks, including data breaches, bias, and regulatory non-compliance. The text advocates for a strong AI governance framework built upon secur...

This BlackRock Investment Institute report examines the economic and investment implications of artificial intelligence (AI). It analyses AI's three-phase evolution—buildout, adoption, and transformation—projecting massive infrastructure investment and potential productivity gains but acknowledging significant uncertainties. The report compares the current AI boom to the dot-com bubble, arguing ke...

These white papers detail China's progress and challenges in artificial intelligence (AI) standardisation. The first examines AI's history, key technologies (machine learning, computer vision, natural language processing), and proposes a comprehensive standardisation framework for its burgeoning AI industry, highlighting successful applications. The second ( 2021 edition ) focuses on the current s...

The Zscaler ThreatLabz 2024 AI Security Report examines the rapid rise of AI/ML tool usage in enterprises, highlighting a near 600% increase in transactions between April 2023 and January 2024. The report details the top applications, industries, and countries driving this growth, alongside a significant increase in blocked transactions due to security concerns. It also explores the evolving threa...

Explore the transformative power of generative AI in the enterprise. This podcast examines the latest trends, challenges, and opportunities for businesses looking to leverage this game-changing technology. From security concerns to in-house solutions, we uncover key insights from a recent survey of enterprise leaders. - Join us as we discuss the rapid adoption of generative AI across various busin...