Although you pay for AI by the token, that's not the unit of inference, because you get more problem...
AI按token计费的模式存在本质缺陷,模型性能提升使单位token的计算能力呈指数级增长,需重新定义有效计算单位。
入选理由:当前token计费模式与模型实际推理效率存在数量级差异
人物
也叫:paulg
程序员、创业家,Y Combinator联合创始人,在X(原Twitter)上分享个人观点。
最近变化
2026-10-19 · 创办公司能直接获得创业经验,但需承担高风险
Paul Graham 被反复提及时,通常意味着它正在影响产品路线、开发者工作流或 AI 产业判断。这个页面把分散材料合并成一个可持续更新的观察入口。
Although you pay for AI by the token, that's not the unit of inference, because you get more problem...
Paul Graham(@paulg) · 8.5 分
Starcloud would be a good bet even if orbital data centers were slightly more expensive than terrest...
Paul Graham(@paulg) · 8.5 分
This is why P̵L̵G̵ ALG will always be king for startups. Have p̵e̵o̵p̵l̵e̵ agents adopt your product...
Guillermo Rauch(@rauchg) · 8.5 分
已收录 30 篇与「Paul Graham」相关的 AI 资讯和分析。
AI按token计费的模式存在本质缺陷,模型性能提升使单位token的计算能力呈指数级增长,需重新定义有效计算单位。
入选理由:当前token计费模式与模型实际推理效率存在数量级差异
轨道数据中心无需许可且发射成本降低后将长期更具成本优势,Starcloud项目具备战略价值。
入选理由:轨道数据中心无需政府许可,可规避地面设施的合规成本
初创公司应优先通过个人用户采用产品(PLG ALG),而非与大公司进行会议,以避免被拖延。
入选理由:PLG ALG策略建议初创公司优先让个人用户使用产品,而非直接与大公司开会。
技术公司的成功关键在于持续推出新产品的速度,这一规律适用于从初创到上市的各个阶段。
入选理由:技术公司的成功与持续推出新产品速度呈正相关。
Paul Graham 通过绘制图形证明了勾股定理,展示了直观的数学教育方法。
入选理由:勾股定理可以通过简单的图形直观证明。
Paul Graham emphasizes that investors have no right to force a company to be acquired if the founder does not want it.
入选理由:投资者不应强迫创始人接受收购。
Paul Graham emphasizes that well-informed optimism is more powerful than blind optimism and must be based on facts and analysis.
入选理由:有根据的乐观比盲目乐观更有效,需基于事实和分析。
Paul Graham points out that lawmakers should not just park their money in index funds or blind trusts, but should actively trade to protect their families.
入选理由:立法者应主动参与股票交易以保障家庭财务安全
Paul Graham advises entrepreneurs to go to Silicon Valley because it offers better peers and more opportunities.
入选理由:去硅谷可以获得更好的同行。
Paul Graham comments on startups from the spring YC batch, stating their ideas go beyond 'AI for x', drawing parallels to the diversity of software applications during the microcomputer revolution.
入选理由:Spring YC batch startups present ideas larger than 'AI for x'.
Paul Graham argues that the belief you must drop out of college to immediately execute a startup idea is a fallacy—staying in school leads to better, more refined ideas over time.
入选理由:辍学并非实现创意的必要条件,保罗·格雷厄姆强调在校期间会自然产生更优的创业想法。
Humans struggle to believe in ideas they haven't yet conceived, but the knowledge gained over the past three years proves you'll likely gain just as much more in the next three — act on that assumption.
入选理由:过去三年你的知识增长远超想象,应以此为基准预测未来三年的认知跃迁。
过度依赖初始创意会导致项目失败和资源浪费,Paul Graham指出这种观念的双重负面影响。
入选理由:初始创意失败时容易导致整个项目放弃(放弃风险)
Paul Graham揭示创业本质是克服恐惧而非追求财富,AI工具未改变创业核心规律,YC批次制提供关键支持。
入选理由:创始人真正驱动力是对失败的恐惧而非财富预期
Paul Graham commented on Twitter that if a website or application forces me to answer some unnecessary question before I can continue, he always gives a wrong answer.
入选理由:用户在遇到不必要的问题时,可能会给出错误的回答。
Paul Graham questions the authenticity of founders using AI to write emails, believing it reduces the author's credibility.
入选理由:创始人使用 AI 编写邮件会让人怀疑其真实性。
Paul Graham指出AI发展路径与预期相反,实际是从人类开始逐步趋向完美,而非从完美模型出发。
入选理由:AI发展路径与早期预期相反,从人类水平起步而非完美模型
专注构建产品和理解用户需求,而非追求进入YC本身,是获得YC认可的关键。
入选理由:构建高质量产品是进入YC的核心要素
Hacker News社区讨论是否应添加AI生成文章标记,以帮助用户筛选内容。
入选理由:社区对AI生成内容存在排斥,可能影响文章地位
YC co-founder Paul Graham reflects on YC's early funding environment: startups used to struggle to raise money, while today's abundance of capital requires founders to avoid raising too much.
入选理由:YC 早期初创融资困难,现在资金过剩。
Chrome promises to restore tabs after updates, yet users still pray silently — Paul Graham warns one failure could destroy all trust, highlighting the criticality of keeping basic promises in UX.
入选理由:Chrome 更新后自动恢复标签页功能是用户信任的核心,任何一次失败都可能导致信任崩塌。
保罗·格雷厄姆认为创业想法应视为“想法+早期采用者”的组合,而非单一概念,无法确定初始用户时应放弃该想法。
入选理由:创业想法应视为“想法+早期采用者”的组合。
The list of top-tier universities must expand because top applicant growth exceeds population growth while traditional elite schools haven't increased enrollment, leading to ranking reshuffling. Paul Graham notes this is a good problem but inevitable structural change.
入选理由:优秀申请者增长速度快于人口增长,推动大学排名变革
Notion CEO Ivan Zhao transformed the company from a SaaS model to an AI-driven enterprise through strategic reboots and organizational restructuring, adopting a 'jazz band' culture and core strategy renewal.
入选理由:Notion在2023年Cancun战略会议后重启公司,将AI置于核心地位(第1:10-1:15段)
The true decision criterion is action, not words: founders should judge funding success solely by whether they hold a signed term sheet, not by verbal assurances.
入选理由:判断融资是否成功,唯一可靠标准是是否持有条款清单(term sheet),而非对方口头承诺。
Paul Graham discusses his and Jessica's shared dislike for 'bogusness', but they have different reasons for despising it.
入选理由:Jessica dislikes bogusness due to her social radar ability to see through it.
Silicon Valley remains the global hub for startups, where high talent density, serendipitous encounters, and fast pace significantly boost success; YC is the best entry point.
入选理由:YC 每场 dinner 都体现硅谷人才密度之高,形成“上瘾”环境。
Increasing housing supply is the key measure to reduce housing costs.
入选理由:过去45年,伯克利几乎没有新建住房,导致其成为全美最昂贵的大学城。
The article argues that product-market fit should be quantified as a number rather than a feeling, and introduces methods to measure and improve it.
入选理由:产品市场匹配是初创公司成功的关键因素
创办初创公司是进入初创企业的有效途径,但缺乏具体实施方法和数据支撑。
入选理由:创办公司能直接获得创业经验,但需承担高风险
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