Paul, Weiss Waking Up With AI

In this episode, Scott Caravello examines the rapid-fire release of three frontier AI models within days of each other: Claude Opus 4.7, GPT 5.5, and DeepSeek V4. From advancements in long context performance and safety alignment to dramatic differences in pricing, he unpacks what these releases mean for the evolving AI landscape. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello cover new AI model releases and take a deep dive into vibe coding, explaining how natural-language-driven code generation is reshaping software development and why security oversight remains essential. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello break down three generative AI architectures—transformers, JEPA, and diffusion models—exploring what sets each apart and how they overlap. They also discuss Manifold-Constrained Hyper-Connections, a recent innovation aimed at improving how transformer layers communicate during training. For the sources referenced in this episode, please see the links below: DeepSeek AI: mHC: Manifold-Constrained Hyper Connections   ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello revisit Claude Mythos Preview, unpacking Anthropic's limited rollout through Project Glasswing and its unprecedented cybersecurity capabilities. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello examine OpenAI's latest paper suggesting proactive policy measures to help society navigate the economic and social changes that advanced AI may bring. They unpack the paper's key recommendations and consider broader industry perspectives on managing the transition ahead. For the sources referenced in this episode, please see the links below: OpenAI: Industrial Policy for the Intelligence Age: Ideas to Keep People First Dario Amodei: The Adolescence of Technology ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello examine world models and their growing relevance to enterprise AI, drawing on a recent IBM blog post that highlights use cases ranging from infrastructure management to atmospheric prediction. They also review the details that have emerged from a recent leak about Anthropic's upcoming Mythos model, including its reported advances in cyber, coding, and reasoning benchmarks. For the sources referenced in this episode, please see the links below: IBM: https://www.ibm.com/think/news/world-models-next-frontier-enterprise-ai   ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello reflect on recent developments in AI regulation from the past month, walking through the White House's newly released policy framework and Senator Marsha Blackburn's proposed AI bill. They consider the nuances of each, including comparing where the two approaches align—and also diverge—on issues like preemption, copyright, and child protection. For the sources referenced in this episode, please see the below links: The White House: A National Policy Framework for Artificial Intelligence U.S. Senate – Office of Senator Marsha Blackburn: The Republic Unifying Meritocratic Performance Advancing Machine intelligence by Eliminating Regulatory Interstate Chaos Across American Industry Act ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello unpack how quantum computing could amplify AI's capabilities while transforming the data centers that power it, and why the road from research lab to real-world impact is both closer—and more complicated—than you might think. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello dive into new research exploring what happens when helpful AI agents end up helping the wrong people. Our hosts break down two recent papers and discuss what each may mean for the future: "Agents of Chaos," which examines security vulnerabilities and unexpected behaviors in AI agents under social pressure, and "H-Neurons," which presents groundbreaking findings on specific neurons correlated with hallucinations in large language models. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello examine two recent federal court decisions on whether AI-generated materials are protected by the attorney-client privilege and the work product doctrine. They break down those decisions, United States v. Heppner and Warner v. Gilbarco, explaining how and why the outcomes diverged, the different factual footings, and what these decisions may (or may not) mean for future disputes.   ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello continue their conversation on Moltbook—this time with a special guest. John Carlin, Chair of the firm's Cybersecurity & Data Protection and National Security & CFIUS practice groups, joins for a closer look at the cybersecurity risks of the agentic social network. In their wide-ranging discussion, the trio covers a host of concerns, from exposed credentials to hypothetical botnet threats to issues stemming from Moltbook’s vibe-coded origins. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello go inside the material world of digital minds. Our hosts explain how companies operate the massive data centers serving as the physical foundation for AI, break down the staggering energy demands behind them, and consider what powering the future might mean—by way of gigawatts and governance. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello examine one of China's approaches to achieving artificial general intelligence (AGI), drawing on reports from Georgetown's Center for Security and Emerging Technology (CSET). They discuss the country's focus on embodied AI and robotics as a potential path to AGI, multilevel government initiatives supporting this development, a large-scale social simulator project in Wuhan, and significant investments in power grid and data center infrastructure. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello trace how a "vibe-coded" project became Moltbook, a social network for AI agents. Our hosts unpack its lobster-themed lore and early community drama, consider whether the site represents truly autonomous agent activity or human direction, and assess the cybersecurity risks. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode Katherine Forrest and Scott Caravello take us down “memory lane” to explain the importance of high bandwidth memory (HBM) and RAM to AI development. Our hosts also give us a rundown of potential challenges ahead, unpacking developments in the market for memory, including plans for additional capacity and lobster-style RAM pricing. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello explore small language models (“SLM”) and their potential implications for task specialization, speed, and confidentiality. Our hosts also share some recent research covering expectations surrounding SLM adoption and growth. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello unpack OpenAI researchers’ proposed “confessions” framework designed to monitor for and detect dishonest outputs. They break down the researchers’ proof of concept results and the framework’s resilience to reward hacking, along with its limits in connection with hallucinations. Then they turn to Google DeepMind’s “Distributional AGI Safety,” exploring a hypothetical path to AGI via a patchwork of agents and routing infrastructure, as well as the authors’ proposed four layer safety stack. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello kick off 2026 with predictions on humanoid robots, agentic AI and the legal flashpoints to watch. They break down the AI infrastructure boom and unpack the line between acqui-hire and acquisition. Our hosts also spotlight OpenAI’s Disney licensing for Sora and the rights issues behind AI-generated “behind-the-scenes” clips, foreshadowing a deeper conversation to come. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello unpack how regulators are thinking about AI in the financial sector. Joined by Paul, Weiss colleagues Roberto Gonzalez and Sam Kleiner of the firm’s Economic Sanctions and Anti-Money Laundering (“AML”) practice group, they explore the Financial Stability Oversight Council’s initiatives on AI, the Office of the Comptroller of the Currency’s model risk management guidance, FinCEN’s position on AI tools for AML compliance, and how financial institutions are utilizing AI in their compliance programs. This is both the first episode of the new year and the first in the podcast’s history to feature guests—kicking off 2026 with fresh perspectives on AI for financial institutions and key regulatory trends that banks should keep in mind. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In their first episode of the New Year, Katherine Forrest and Scott Caravello unpack OpenAI’s release of GPT-5.2, covering its performance on benchmarks like Humanity’s Last Exam and on OpenAI’s own GDPval—an evaluation designed to test the model's ability to match or surpass professionals' performance on real world tasks. Our hosts also examine the model’s sharp drop in hallucinations and break down OpenAI’s discussion of the model’s resistance to prompt injections and how it stacks up under the company’s safety framework. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello examine how deepfakes have evolved from static clips to adaptive, real-time impersonation driven by identity engines and behavioral replication. They explain why sensor-consistent forensics are being spoofed, the implications of the zero-trust evidence era for courts and companies, and how regulators and insurers are responding—plus concrete steps on provenance controls and incident response. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello return to their discussion of interactive deepfakes, highlighting state-of-the-art detection tools and techniques. From research frameworks such as the “GOTCHA” challenge and “active probing” via corneal reflections to commercial tools that can be integrated into popular video conferencing apps, they debrief the evolving tech landscape for spotting deepfakes. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello unpack the White House’s December 11 Executive Order on AI regulation—and how it might impact today’s patchwork of state-level rules. They cover three major levers in the Executive Order: a new DOJ Litigation Task Force to challenge state laws; eligibility for broadband funding tied to a state’s AI regulatory landscape; and potential preemption through new FCC disclosure standards and under the FTC’s Section 5 authority. Along the way, they demystify preemption and the Dormant Commerce Clause.  Amid lighthearted debates over proper pronunciation—and what may or may not have been covered in their 1L Constitutional Law courses—our hosts let listeners know what to watch for as courts, agencies, and Congress gear up for potential challenges to state AI laws.   ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello unpack Google’s Gemini 3.0—its leading reported score on key benchmarks like Humanity’s Last Exam, how its sparse mixture-of-experts architecture works, and the model’s rapid integration into Google products and platforms. Plus, a discussion of Google’s new image generation model, Nano Banana Pro. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode, Katherine Forrest and Scott Caravello explore the White House’s push to override state AI laws and unpack a wave of lawsuits claiming modern AI-powered tracking tools violate the decades-old Video Privacy Protection Act—all while sharing travel tales (and cheese-pie cravings) from Serbia. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

Katherine Forrest and Scott Caravello unpack the litigation in Thaler v. Perlmutter over whether purely AI-generated works can be copyrighted and analyze the Getty v. Stability ruling in the UK on AI model training and copyright infringement. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

A conversation that examines how autonomous vehicles operate across different levels of automation, including different approaches to the technology, as well as a discussion of safety implications and the evolving regulatory landscape.   ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

A deep dive into Anthropic’s latest AI releases—Claude Sonnet 4.5 and Haiku 4.5—covering extended agentic autonomy, memory innovations, sharper situational awareness and improved alignment and safety metrics.   ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

This week on “Paul, Weiss Waking Up With AI,” Katherine Forrest and Scott Caravello discuss OpenAI’s Sora 2 model and the rapid evolution of AI-generated video and audio—what it enables, why it matters and the legal and ethical questions it raises. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this week’s episode of “Paul, Weiss Waking Up With AI,” Katherine Forrest, Scott Caravello and Matthew Robinson unpack an enacted bill out of California that amends the state’s existing antitrust laws to address algorithmic price fixing in the age of AI. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

This week on “Paul, Weiss Waking Up With AI,” Katherine Forrest and Scott Caravello dissect major AI legislative developments related to California’s SB 53, as well as New York’s RAISE Act and a newly introduced federal AI bill.   ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

On this week’s episode of “Paul, Weiss Waking Up With AI,” Katherine Forrest examines how AI generalization, world models and physical embodiment converge, highlighting 2025 advances in humanoid robotics and what they mean for AGI, common sense and real-world autonomy. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

This week on “Paul, Weiss Waking Up With AI,” Katherine Forrest discusses the concept of social contracts and how they might evolve as AI advances toward superintelligence. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

On this week’s episode of “Paul, Weiss Waking Up With AI,” Katherine Forrest explores “grokking,” an emergent learning phenomenon where AI models continue to learn and begin to generalize well after training appears complete.   ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

This week on “Paul, Weiss Waking Up With AI,” Katherine Forrest breaks down the concept of AI workflows, explaining what they are, how they function in both everyday and business contexts and why understanding them is essential for organizations and compliance professionals. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this episode of “Paul, Weiss Waking Up With AI,” Katherine Forrest explores the importance of understanding AI model provenance—where models come from, how they're built and why tracking their history is essential for safety, liability and regulatory compliance, especially as agentic AI systems become more prevalent. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

This week on “Paul, Weiss Waking Up With AI,” Katherine Forrest discusses the latest rapid developments in AI, including Anthropic’s landmark copyright settlement, emerging threats from AI-enabled cybercrime and new insights into model alignment and safety from joint research by Anthropic and OpenAI. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this week’s episode of “Paul, Weiss Waking Up With AI,” Katherine Forrest and Anna Gressel examine how AI is transforming the world of coding, discussing the use of AI to create code and the emerging security risks and workforce implications it presents. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

This week on “Paul, Weiss Waking Up With AI,” Katherine Forrest and Anna Gressel explore the rapid advancements and real-world applications of AI world models, highlighting cutting-edge developments like Google DeepMind’s Genie 3, Fei-Fei Li’s World Labs and Microsoft Muse. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this week’s episode of “Paul, Weiss Waking Up With AI,” Katherine Forrest and Anna Gressel break down a week of major developments for OpenAI, including the company’s entry into open source, its new government contract and the debut of GPT-5.   ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

This week on “Paul, Weiss Waking Up With AI,” Anna Gressel explores groundbreaking research on “subliminal learning” in AI, revealing how LLMs can inherit hidden behavioral traits—including harmful biases—from seemingly benign data. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this week’s episode of “Paul, Weiss Waking Up With AI,” Katherine Forrest and Anna Gressel discuss the White House’s release of America’s AI Action Plan, exploring its focus on deregulation, infrastructure, workforce support and global leadership as the U.S. aims to “win the AI race.” ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

This week on “Paul, Weiss Waking Up With AI,” Katherine Forrest and Anna Gressel break down the latest developments in AI, from OpenAI’s new agent mode and the White House’s forthcoming AI strategy, to the G7’s commitment on quantum technologies. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this week’s episode of “Paul, Weiss Waking Up With AI,” Katherine Forrest and Anna Gressel unpack the recent Bartz v. Anthropic copyright decision, examining how courts are evaluating fair use in AI training and what this case means for the future of copyright disputes in the AI space. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

This week on “Paul, Weiss Waking Up With AI,” Katherine Forrest and Anna Gressel discuss the Senate’s removal of a proposed AI moratorium from the “One Big Beautiful Bill Act,” and examine new state-level AI legislation in Colorado, Texas, New York, California and others.   ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this week’s episode of “Paul, Weiss Waking Up With AI,” Katherine Forrest and Anna Gressel break down New York’s RAISE Act, exploring its approach to regulating powerful frontier AI models, how it stacks up against California’s vetoed SB 1047 and what it means for the future of AI oversight in the U.S. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

This week on “Paul, Weiss Waking Up With AI,” Katherine Forrest and Anna Gressel dive into Google’s latest paper on AI agent security, examining the unique risks posed by autonomous AI systems and the layered defenses needed to keep them safe. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this week’s episode, Katherine Forrest and Anna Gressel explore the latest advancements in AI agents and reasoning models, from Claude Opus 4’s agentic capabilities to Apple’s research on the limits of AI reasoning, and discuss the real-world implications of increasingly autonomous AI behavior. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

This week on “Paul, Weiss Waking Up With AI,” Katherine Forrest introduces two recent studies that examine the concepts of evaluation faking and Group Think as they pertain to highly capable AI models, and what these studies might mean for future AI development. ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence

In this week's episode, Katherine Forrest unpacks the rapidly widening gap between the U.S., the EU and other international AI regimes, and offers practical compliance pointers for companies deploying AI across borders.   ## Learn More About Paul, Weiss’s Artificial Intelligence practice: https://www.paulweiss.com/industries/artificial-intelligence