138. 对罗福莉3.5小时访谈:AI范式已然巨变!OpenClaw、Agent范式很吃后训练、卡的分配、组织平权
小米大模型负责人罗福莉的 3.5 小时深度对谈:从春节凌晨 2 点 OpenClaw 觉醒,到 MiMo V2 系列 (Pro / Omni / TTS) 的"悄无声息伏击",再到 Agent 时代后训练算力 1:1、组织扁平化、AGI 两年内可期。 当下范式已从 Chat 切到 Agent —— 1T 基座 + 后训练敏捷性是新的入场券。
小米大模型负责人罗福莉的 3.5 小时深度对谈:从春节凌晨 2 点 OpenClaw 觉醒,到 MiMo V2 系列 (Pro / Omni / TTS) 的"悄无声息伏击",再到 Agent 时代后训练算力 1:1、组织扁平化、AGI 两年内可期。 当下范式已从 Chat 切到 Agent —— 1T 基座 + 后训练敏捷性是新的入场券。
Dr. Rhonda Patrick joins Andrew Huberman for a comprehensive deep-dive into evidence-based health protocols covering exercise (VILPA, strength training), gut-inflammation cascades, omega-3 as her top supplement, cortisol management, intermittent fasting mechanics, creatine for brain health, and her full supplement stack with dosages and rationale.
Dr. Marc Breedlove explains how prenatal testosterone shapes sexual orientation, the fraternal birth order effect, gay rams, brain sexual dimorphisms, and why sexual orientation is not a choice — through the lens of decades of biological research.
Emotion scientist Dr. Dacher Keltner explains the neuroscience of awe — how shifting perception from "small to vast" triggers measurable health benefits including reduced inflammation, less pain, and better brain health years later. The conversation spans the expanded taxonomy of 20 facial expressions, the role of teasing and embarrassment in group bonding, the loneliness epidemic, music as the fastest path to collective consciousness, and practical awe design for cities and daily life.
Dr. Richie Davidson, a pioneer in meditation neuroscience, explains how just 5 minutes of daily meditation for 30 days produces measurable reductions in depression, anxiety, and inflammation. He introduces the concept of "the lactate of the mind" — the initial anxiety of meditation as an adaptation signal — and presents his four-pillar framework for human flourishing: awareness, connection, insight, and purpose.
Professor Renato Renner of ETH Zurich explains his no-go theorem showing quantum theory contradicts itself when applied to observers who are themselves quantum systems. The conversation covers three incompatible assumptions (universality, consistency, single outcomes), a gravity-based escape route involving reference frame loops, the black hole information paradox, and why choosing an interpretation of quantum mechanics is ultimately an emotional decision.
Dr. Jenny Wagner explains why gravitational lensing data only constrains local properties of mass distributions, making every grand dark matter map a model-driven extrapolation. She argues the inverse problem approach — reasoning from data to necessary models — could reshape cosmology and the scientific method itself.
Professor JB Manchak proves that no amount of empirical data — even from every point in the universe — can determine its global structure. He introduces Heraclitus spacetimes (maximally asymmetric universes where local structure determines global structure), and draws surprising parallels between cosmic underdetermination and Zen Buddhist non-self.
TBPN 圆桌讨论涵盖五个同时重塑世界的叙事线:Kimi K3 开源模型引发的中美 AI 冷战辩论、Tyler Cowen 对 AI 开源、AI Maniacs 和"消极情绪传染"的深度分析、Sunday Robotics 洗衣折叠 99.1% 成功率的突破、Kalshi 构建 GPU 计算力远期曲线市场,以及 Natural 的 $3000 万融资为 AI 代理建立支付基础设施。另有 Connor Love 对国防硬件的投资逻辑、iMATE 的爆发式增长,以及《奥德赛》揭示的"导演成为新 IP"趋势。
硅谷101泓君访谈ApoDex首席科学家Simon Du(杜少雷)与李贝宾,深入探讨2026年硅谷最热的模型方向——递归自我提升(RSI)。 从Anthropic承认80%代码由AI自写说起,两位研究员详解了编码能力如何成为自进化的底座、验证(Verification)为何是Apodex的核心竞争力、 Discovery Model与Generative Model的本质区别,以及"品味"为何是顶级科学家与AI之间最关键的分水岭。贝宾更给出了惊人判断:最快半年内RSI闭环就能跑通第一环。
硅谷机器人公司 Physical Intelligence (Pi) 的研究员柯立一鸣(K)与小峻进行了一场近4小时的深度对谈。K 从个人成长经历讲起——安徽芜湖的竞赛少年、三次换专业、博士七年做筷子机器人——完整勾勒出一个"看起来乖实则叛逆"的研究者画像。访谈深入讲解了 Pi 从 Pi0 到 Pi0.6★ 三代模型的研究历程(能力→泛化→表现),剖析了强化学习在机器人中的本质问题(探索、归因、奖励函数),并绘制了一幅完整的机器人江湖谱系图——从 CMU 传统派到 Berkeley 机器学习派,从特斯拉到 Figure、1X,从中美硬件产业链对比到机器人自我繁殖的科幻想象。K 以"贪心算法 vs 动态规划"比喻人生哲学,反思硅谷的生产力崇拜,展现了一位在科学与人文之间寻找平衡的研究者的独特视角。
Noelle Acheson (Crypto is Macro Now) joins Steve Ehrlich to dissect the historic divergence between soaring stock markets and climbing bond yields. The conversation covers the structural BLISS trade, why inflation never actually came down, Jerome Powell's mixed legacy, what Kevin Warsh can and cannot do as the new Fed chair, and why Bitcoin is stuck between being a debasement hedge and just another risk asset.
俄亥俄州立大学教授、斯隆研究奖得主苏煜从技术史纵深复盘了 AI Agent 的演化——从 1950 年代的逻辑智能体到今天的 Language Agent。 他深入剖析了 OpenClaw Moment 与 ChatGPT Moment 的类比、Coding 作为数字世界根基的洞见、以及 Agent 从通用到专精的关键瓶颈。 苏煜还分享了他的创业公司 New Cognition 的愿景:让 Agent 通过持续学习构建"工作世界模型",成为各个领域的专家。
Fermilab particle physicist Don Lincoln takes Lex on a tour of the biggest unsolved mysteries in physics — from the history of unification (Newton, Maxwell, Einstein, electroweak) to the Higgs boson discovery he helped make, the bizarre economics of antimatter production, the matter-antimatter asymmetry that created our universe, dark energy's "worst prediction in physics," the elusive nature of dark matter, and a pragmatic experimentalist's skeptical take on string theory and the theory of everything.
小米大模型团队负责人罗福莉的第一次长时间技术访谈。她系统阐述了 OpenClaw 如何成为一个划时代的 Agent 框架,以及 Agent 范式如何从根本上改变了模型训练的经济学——从预训练主导向后训练与预训练并重转变。访谈涵盖 MIMO V2 家族(Pro/Omni/TTS)的架构哲学、Hybrid Attention + MTP 的技术选择、1T 参数模型的训练挑战、组织平权实验,以及对 AGI 时间线和中美代差的判断。
谢赛宁的第一次播客访谈,7 小时马拉松对谈, 覆盖 SJTU ACM Class、UCSD 屠卓文、FAIR 何恺明、NYU 李飞飞, 到 2024 年和 Yann LeCun 共同创立 AMI Labs 的全过程。 贯穿主线:representation learning 是 12 年都没解决的核心问题, LLM 是 virtual intelligence,world model 才是真问题。