从实现者到塑造者：「高自主权」为什么常常落不了地
系列第 ④ 篇（收官），对应技能地图第 17–20 格「塑造构建」。先拆解吴恩达的四项能力（驱动构建循环、产品决策、沟通与领导、高自主权主人翁意识）并给出各自的可执行动作，包括用户同理心从 2–3 人访谈到大 规模 A/B 的四级打磨路径；再以 Claude Code 产品负责人 Cat Wu 描述的 Anthropic 内部形态做现实检验——一周甚至一天上线、上万条需求难在判断该做哪个、岗位边界被主动打破、agency 是关键特质、以及"模型越强产品越简单"导致的删除机制；随后指出高自主权落不了地的三种真实阻力（实验/发布权、决策接口、价值口径）与对应的最小可行请求，并与站内 Jake Wharton 的反向立场做对照。附个人与管理者各四条行动清单，及四篇系列总览。
阅读全文 →
全部文章
ARCHIVE 共 395 条Autistici/Inventati 在被美国列为恐怖分子组织后宣布关闭
上月底，美国国务院和财政部将提供加密聊天和电子邮件、网站托管、安全视频会议和流媒体等服务的意大利组织 Autistici/Inventati 列入特别指定全球恐怖分子名单，这意味着美国公民与该组织进行的任何交易都是违法的。Autistici…
Liquid Network 价值 3.2 亿美元的比特币被盗
比特币支付结算网络 Liquid Network 周日披露，自称白帽黑客的攻击者从其联盟钱包内转走了价值 3.2 亿美元的 4000 比特币。该联盟钱包共有 4200 比特币。攻击者被认为利用了一个上周修复的漏洞。Liquid Networ…
Online Draft Co-Training for Speculative Decoding in Large-Scale, Long-Context RL Post-Training
Speculative decoding accelerates rollout generation, which dominates the cost of reinforcement learning (RL) post-traini…
SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem
Large Vision-Language Models (LVLMs) have achieved strong performance on diverse visual tasks, yet their ability to reco…
Harnessing CLIP and DINO: An Uncertainty-Aware Cascaded Fusion Network for Generalizable Deepfake Image Detection
The growing realism and accessibility of manipulated and generated faces threaten the trustworthiness of digital media. …
OpenWAM: An Open, Modular Exploration Towards Systematic World-Action Model Pretraining
World-Action Models inherit world knowledge from video-generative priors, and channel it into executable control signals…
SQS: Bayesian DNN Compression through Sparse Quantized Sub-distributions
Compressing large-scale neural networks is essential for deploying models on resource-constrained devices. Most existing…
Encoded Early, Used Late: Where Transformers Begin to Act on an Inferred Partner's Expertise
A transformer can make an attribute linearly decodable in its residual stream at a depth where that attribute does not y…
AI 降低了创造的门槛，B 站则想放大创造的回声
震撼其他人的 AI 创造，必须先震撼自己 #欢迎关注爱范儿官方微信公众号：爱范儿（微信号：ifanr），更多精彩内容第一时间为您奉上。
VidaForge: Open Research Infrastructure for Video Pretraining Data Recipes
Video foundation models increasingly rely on large-scale pretraining data, yet the end-to-end data pipelines behind them…
OracleZoom: On-Policy Self-Distillation Inspired Reference-Constrained Recursive Image Super Resolution
Recursive Super-Resolution (SR) extends fixed-scale SR to extreme magnification by repeatedly feeding predictions back i…
TransNormal-2: Geometry-Grounded Rectified Flow with Edge-Aware Decoding for Precise Normal Estimation
Diffusion-based models enable monocular geometry estimation, yet their pixel-space precision is limited by a shared, und…