纪实万象
李昌钰复盘重案鉴识称无完美犯罪
李昌钰通过木屑机碎尸与华南虎造假等案断言世上不存在完美犯罪，鉴识科学唯有依靠微量物证与逻辑自洽方能打破司法偏见与公众伪证。
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Researchers across the Microsoft research community
Microsoft’s Neville Finds Multi-Turn Chats Degrade AI Performance
Large language models stumble in real-world workflows because incremental user clarifications compound context errors that transformer architectures struggle to compute.
九分都会 · 4 views
赚钱第一步，先杀死那个太善良的自己
Background 该视频由UP主“九分都会”于2026年10月20日发布在哔哩哔哩（Bilibili）平台。视频简介虽未填写详细文本，但内容主要围绕打破软弱讨好性格、通过建立锋利边界与强者心智实现财富自立展开。 TL;DR 视频深入剖析了普通人陷入平庸与贫困的根源，指出其关键往往在于过剩的软弱、讨好与泛滥的善良。主讲人提出搞钱立足的第一步是收回廉价情感，敢于翻脸并亮出爪牙，做到言语克制、行动迅
纪实万象
陈志武称养儿防老绑架家庭 现代金融解构传统孝道
传统儒家孝道本质上是抵御生存风险的经济保险，唯有依托现代金融工具跨期配置财富，才能终结家庭依附并赋予子女真正的人身自由。
Meta Tech Podcast
Meta Destroys Hardware Keys to Lock Itself Out of Messenger Backups
Meta deployed post-quantum asymmetric cryptography and physically destroyed administrative access cards for its security modules to preserve multi-device chat histories without holding decryption keys.
求知鱼游戏学院 · 207 views
【新人必看】游戏策划之六边形战士 |文案系统战斗关卡数值运营，一个都不能少
Background 本内容由“求知鱼游戏学院”于 2026 年 10 月 20 日发布在哔哩哔哩平台上。视频定位为面向游戏策划新人的公开课，旨在解析文案、系统、战斗、关卡、数值及运营这六大核心能力维度与岗位分工，阐明职级与综合能力要求的对应关系，并指出具备六边形能力的复合型策划可冲击 30 万至 50 万元的年薪水平。 TL;DR 视频深入探讨了游戏研发中策划岗位“分久必合、合久必分”的组织演变
王志安 · 30K views
纸尿布毒性调查证实乌龙 官方通报追责民间博主却放过新华社
四部委详尽调查彻底推翻纸尿布含毒结论，但通报严惩民间机构与涉案医生却对新华社及旗下记者的失实报道只字未提，折射出体制内外的问责双标。
浑水摸鱼清源 · 53 views
博通携手光通信双雄破局算力瓶颈 市场恐慌重估倒逼资金锁定硬壁垒
高利率引发的AI板块恐慌抛售加速淘汰高负债边缘云厂商，而掌控定制ASIC与攻克铜缆极限的光互联龙头正凭借不可替代的技术壁垒与现金流锁定核心溢价。
Sequoia Capital · 34 views
Mecka Equips Human Fleets With Sensors to Train Robot Models
Because dexterous manipulation requires ground-truth contact force that video cannot capture, robotics foundation models depend on sensorizing human labor to unlock targeted industrial tasks before scaling toward generalized autonomy.
Jay Rughani, Karan Singhal
OpenAI Trains Frontier Models to Act as Clinical Safety Net
Plunging medical intelligence costs and proactive AI agents will shrink fragmented care administrative burdens into a shared clinical safety net rather than replacing doctors.
忽左忽右 · 2.5K views
卢作孚借北碚煤铁改造民防武装 奠定重庆战时军工枢纽基础
王果指出北碚并非脱离现实的田园乡建，而是通过民防武装工兵化、自建铁路运煤与产业反哺文教的在地工业化，实现了能源与制造在西南腹地的空间重组。
浑水摸鱼清源 · 93 views
英伟达等巨头利润率刷新纪录 标普前瞻市盈率打破泡沫论
尽管美股席勒市盈率突破40倍引发大萧条级泡沫担忧，但科技巨头创纪录的超高利润率与营收高增长令前瞻估值处于合理区间，未来仅需警惕数千亿美元芯片折旧对账面利润的阶段性压制。
浑水摸鱼清源 · 137 views
布鲁克斯警告高潮突破多转交易区间 逆势押注反转胜率仅四成
强趋势末端的高潮K线本质是动能耗尽而非相反大单边的起点，交易员应以测试高潮端点展开两段式剥头皮，而非盲目押注主要趋势反转。
Sequoia Capital
Mecka Sensorizes Humans to Close AI Robotics Training Deficit
Physical AI will bypass a single breakthrough moment in favor of progressive commercial task unlocks as developers blend egocentric human demonstrations with tactile force data.
PowerUpGammas · 107 views
散户涌入SPX末日期权博取暴利 订单流实证显示其整体深陷亏损
0DTE本质上是交易所与平台迎合即时反馈与彩票心理贩卖的升级版金融博彩，散户因因果倒置将极少数人的风控系统误归为工具红利，导致其超短期投机在统计上呈现必然亏损。
老猫鱼不吃鱼 · 13.8K views
现象级网红惨遭爆头，最成功自媒体父承子业。这到底是怎么个逻辑？
Background 本期视频由UP主“老猫鱼不吃鱼”于2026年10月20日发布在哔哩哔哩平台，全长17分03秒。简介明确点出本片的核心议题为“王扁爆头和自媒体逻辑”。 TL;DR 视频深度剖析了两起截然相反的自媒体合伙与管理案例。上半部分聚焦于草根网红“王扁”在摆摊时惨遭前经纪人持美工刀与铁锤线下爆头行凶的恶性案件，揭示了底层小网红在账号被封、蝇头微利分配不均与猜疑链恶化下的血腥结局；下半部分
AI大模型-阿水 · 5 views
多Agent决策弃用多数表决机制 引入硬校验阻断同源共模错误
增加Agent数量往往仅是在为同源缺陷重复投票，系统须在聚合前先执行确定性硬验证与信源去重，遇高风险分歧时必须暂缓判断转人工兜底。
Colossus | Investing & Business Podcasts
Vanta Spurns Token Markups, Absorbs AI Costs to Win Enterprise Agents
Christina Cacioppo argues software vendors must sacrifice gross margins on AI inference instead of marking up tokens, betting autonomous execution built on proprietary context will outlast inflated AI multiples.
Bloomberg
CME's Duffy Calls Perpetuals Disguised Swaps Built Purely for Leverage
Offshore perpetual futures legally qualify as swaps under Dodd-Frank and exist solely to import extreme leverage while evading US margin requirements and tax laws, CME Chief Executive Officer Terry Duffy says.
Alex Rampell, Jean-Denis Greze
What Happens When Al Agents Can Spend Your Money?
Background Published on October 19, 2026, via podcast feed by a16z General Partner Alex Rampell and Town CEO Jean-Denis Greze, this episode examines why artificial intelligence has yet to transform ev
Mario Martone, Sophia Dew
EliseAI Curbs LLM Use Over Failure Risks Across 60M Annual Calls
Standard 90% academic benchmark accuracy guarantees catastrophic operational failure at enterprise scale, forcing essential industries to rely on proprietary deterministic models and continuous in-house evaluations.
Lisha Li, Nathan Lambert
Can Open Models Keep Up With the AI Frontier? | Nathan Lambert
Background Published on October 14, 2026, on RSS and web platforms by Lisha Li and Nathan Lambert, this episode features an in-depth discussion between a16z Partner Lisha Li and AI researcher Nathan L
Martin Casado, Jad Naous
AI Can Write the Code. Can It Run the System? | Grepr CEO Jad Naous
Background Published on October 16, 2026, by Martin Casado and Jad Naous via RSS/web podcast feed, this episode features an in-depth conversation between a16z General Partner Martin Casado and Grepr C
Alex Rampell, Terry Angelos
When AI Agents Start Spending Your Money | Alex Rampell & Terry Angelos
Background Published on October 15, 2026, on the a16z Podcast feed, this episode features a16z General Partner Alex Rampell interviewing VGS Executive Board Member and Chief Strategy Officer Terry Ang