Greg Brockman:人类注意力成为新瓶颈Greg Brockman: Human Attention Is the New Bottleneck
OpenAI 联合创始人兼总裁 Greg Brockman 指出,虽然计算资源和模型能力持续快速提升,但人类注意力将成为未来最稀缺资源。模型已能自主编写代码、优化系统,甚至主动升级问题,但最终判断“好不好、是否符合价值观”仍需人类把关。他分享了 Codex 等工具如何改变工作流程,并强调初创公司应全力拥抱这些工具,建立丰富上下文以让 AI 有效辅助。
Brockman 认为 scaling laws 仍具强大生命力,神经网络从 1940 年代概念至今持续受益于更多计算。OpenAI 内部使用代理时强调人类最终负责代码合并,并在不同部门垂直部署工具。未来公司形态可能更扁平,独行者也能构建大型业务。
Brockman 认为 scaling laws 仍具强大生命力,神经网络从 1940 年代概念至今持续受益于更多计算。OpenAI 内部使用代理时强调人类最终负责代码合并,并在不同部门垂直部署工具。未来公司形态可能更扁平,独行者也能构建大型业务。
OpenAI co-founder and president Greg Brockman highlights that while compute and model capabilities continue rapid growth, human attention is becoming the scarcest resource. Models can now autonomously write code, optimize systems, and proactively escalate issues, but final judgment on "is this good and aligned with values" remains a human task. He shared how tools like Codex are transforming workflows and urged startups to fully embrace them, building rich context so AI can effectively assist.
Brockman believes scaling laws remain powerfully relevant—neural nets conceived in the 1940s continue benefiting from more compute. OpenAI uses agents with human accountability for merged code and deploys tools vertically across departments. Company structures may become flatter, enabling solopreneurs to build incredible businesses.
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Brockman believes scaling laws remain powerfully relevant—neural nets conceived in the 1940s continue benefiting from more compute. OpenAI uses agents with human accountability for merged code and deploys tools vertically across departments. Company structures may become flatter, enabling solopreneurs to build incredible businesses.