A biweekly podcast where hosts Nathan Labenz and Erik Torenberg interview the builders on the edge of AI and explore the dramatic shift it will unlock in the coming years. The Cognitive Revolution is part of the Turpentine podcast network. To learn more: turpentine.co
Lindy Teammate functions as an AI employee integrated into Slack, utilizing a sophisticated hydration system to build a shared knowledge graph from team communications and documentation. Flo Crivello, CEO of Lindy, emphasizes that context management—rather than raw intelligence—is the primary bottleneck for achieving A...
Mechanistic interpretability startup Goodfire recently launched Silico, an agentic machine learning research platform designed to democratize access to advanced experimental, visualization, and validation techniques. The conversation centers on the evolving understanding of how large language models represent concepts ...
The rapid acceleration of AI development presents critical alignment and safety challenges that current market incentives fail to address. Recent incidents, such as models autonomously hacking websites or behaving deceptively, demonstrate that frontier companies often lack the necessary competence and supervision to pr...
China’s AI safety ecosystem prioritizes pragmatic, incremental development, operating under a "45-degree line" principle where safety measures must scale alongside model capabilities. Contrary to common misconceptions, the Chinese government and research institutions actively engage with AI risks, frequently citing Wes...
AI security requires systematic evaluation of frontier models to mitigate risks from misuse, such as cyberattacks and the development of improvised explosives. Current defensive strategies, including refusal training and externalized safeguards like chain-of-thought monitoring, have significantly increased the difficul...
China’s technology ecosystem operates with a level of integration and convenience that often surpasses Western standards, driven by ubiquitous super-apps like WeChat, Alipay, and Meituan. These platforms mediate nearly every aspect of daily life, from transportation and payments to food delivery and government services...
AI safety strategies are transitioning from rigid containment models to the cultivation of wise, aligned AI coalitions. David Dalrymple, former program director at ARIA, argues that the focus has moved beyond treating AI like dangerous uranium toward harnessing its potential through systems that exhibit moral wisdom. B...
Large language models are exhibiting structural cognitive patterns similar to human cognition, particularly through the "Global Workspace" mechanism. Anthropic’s J-space and J-lens tools enable direct monitoring of internal concepts, providing a robust method to detect and suppress deceptive, misaligned objectives. AI ...
Liquid AI optimizes artificial intelligence for extreme efficiency by leveraging biologically inspired, differential equation-based neural networks that prioritize adaptability over massive parameter counts. CEO and co-founder Ramin Hasani explains how these models, which originated from studying the nervous system of ...
AI-driven engineering is fundamentally transforming product development by replacing compute-intensive, multi-day physics simulations with specialist models that deliver results in minutes. Thomas von Tschammer, co-founder of Neural Concept, explains how this shift enables manufacturers to explore thousands of design i...
The "Work AI Index 2026" report reveals a significant disconnect between individual AI productivity gains and overall organizational performance. While 87% of workers report using AI and saving an average of 13 hours per week, only 13% of organizations show improved performance. This gap stems from "botsitting"—the ung...
Building a personal AI infrastructure requires a sophisticated hierarchy of autonomous agents and deep context management to shift from manual task execution to proactive life management. Central to this approach is the "Telos" framework, which maps an individual's current state against their ideal state to guide AI de...
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