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Michelle Sun 对比了 9 家大模型与机器人数据供应商的营收、毛利率、融资额和估值，探讨机器人数据业务能否达到大模型数据业务的利润率，以及复购与资本消耗问题。
Alexandr Wang 表示，Meta 为吸引顶尖 AI 研究人员提供的巨额薪酬包实际上“大致持平”，因为这些人在 OpenAI 和 Anthropic 的股票已大幅增值，真正的吸引点在于 Meta 的使命而非薪酬。
A commentary post on a video in which Alexandr Wang (Meta Chief AI Officer and former Scale AI founder) explains why Palantir dominates enterprise and government markets — not just through technology, but by shaping customer perception with the presence of a 'theater troupe,' turning product value into narrative and trust.
Alexandr Wang shares an excerpt from a document written a year ago, highlighting the long-term development of muse with the team and collaboration with Nat Friedman.
Alexandr Wang asks for user stories about Muse one week after its release, expressing team motivation and appreciation for community feedback.
A tweet announces that Alexander Wang has made a personal assistant that always wears a tuxedo a reality, linking to more information.
CRAFT converts rubric-based evaluation into hierarchical capability diagnosis for LLMs, identifying specific weaknesses and generating targeted fine-tuning data, achieving stronger results on finance and legal benchmarks across four open-source models.
GergelyOrosz comments on the rapid progress in agentic capabilities, especially cloud coding agents. Alexandr Wang responds that Scale AI's next Muse Spark update will bring major improvements in coding and agentic abilities.
After Meta acquired Manus, Scale AI founder Alexandr Wang unfollowed ManusAI, sparking discussion.
This article explores the challenge of applying reinforcement learning to tasks that lack clear verifiability, citing Dario Amodei's prediction about achieving a 'country of geniuses in a data center' and discussing techniques such as RLVR, RLHF, Constitutional AI, and rubric-based rewards from Scale AI.
Gergely Orosz highlights that software engineers at Scale AI and Meta are being assigned manual data labeling tasks, a practice that new leadership at Scale AI stopped after finding it concerning.
A detailed report on Meta's efforts to catch up in AI, including the hiring of Alexandr Wang and the release of the Muse Spark model, with mixed opinions on progress.
Scale AI CEO Alexandr Wang shares how Paul Graham's 'Schlep Blindness' essay inspired the company's focus on solving the unglamorous but critical problem of building high-quality data sets for machine learning.