第二波印度AI公司:为什么后发优势在AI时代比以往任何时候都更真实
在AI时代,印度团队拥有击败美国团队构建全球产品的所有条件——但关键在于他们是否愿意放弃‘第一’的执念,拥抱‘更好’的现实。
核心观点:印度正站在第二波AI创业浪潮的起点,这次的核心不是外包或服务,而是由世界级工程人才驱动的AI原生全球产品,并且‘第二波优势’——即不是第一个进入市场,而是执行更好——将是决定性的。
在班加罗尔面对2000名未来创始人的演讲中,一位风险投资人抛出了一系列大胆的声明。他说,我们相信印度正处于第二波公司的起点,这些公司将构建世界级的AI原生产品,面向全球市场。他说,第二波优势是真实的——Zepto、Emergent、Giga都不是第一个进入市场的,但它们赢了。他说,印度团队有充分的理由相信他们可以击败美国团队,因为这里的工程人才水平‘完全是另一个层次’。这些说法听起来很乐观,甚至有些傲慢。但仔细审视,你会发现它们并非毫无根据。而且,它们揭示了一个重要的转变:AI正在重塑全球创业的地理格局。首先,让我们谈谈‘第二波优势’。硅谷神话喜欢‘第一’。第一个搜索引擎,第一个社交网络,第一个iPhone。但现实是,大多数‘第一’都失败了。第一个搜索引擎是AltaVista,不是Google。第一个社交网络是Friendster,不是Facebook。第一个智能手机是IBM Simon,不是iPhone。成功者往往是第二个、第三个,甚至更晚进入市场的。为什么?因为‘第一’需要教育市场、建立基础设施、承受所有不确定性。而‘第二’可以学习‘第一’的错误,执行得更好,利用已经存在的市场。在AI时代,这种优势被放大了。因为AI技术变化如此之快,以至于‘第一’的优势很快就会过时。今天最先进的模型,六个月后可能就过时了。所以,真正重要的是执行力——你能多快适应新技术,多快迭代产品,多快理解用户需求。而这正是印度创业者的优势所在。材料中提到,印度工程人才的水平‘完全是另一个层次’。这不是空话。印度拥有世界上最庞大的英语工程师群体之一,而且他们在数学、计算机科学方面有着深厚的传统。更重要的是,印度工程师习惯于在资源受限的环境中工作。这培养了一种‘节俭创新’的文化——用更少的资源做更多的事情。在AI时代,当每一美元的计算资源都很重要时,这种能力是巨大的竞争优势。但仅仅有人才还不够。印度之前也尝试过构建全球产品,但大多失败了。为什么现在不同?因为AI正在降低一些传统的障碍。例如,构建一个AI原生产品不再需要庞大的基础设施。你可以使用云API、开源模型、低成本工具。一个由两三个人组成的团队就可以构建出十年前需要一百人团队才能构建的产品。材料中提到的‘你可以每天写2万行代码’的说法,虽然夸张,但反映了这种趋势。AI编码工具让一个人可以完成过去一个团队的工作。这改变了创业的经济学。另一个关键因素是‘年龄’。材料中提到,创始人越来越年轻。Zepto的创始人Aadit开始创业时只有18岁。Giga的创始人只有20岁。为什么年轻人在AI时代有优势?因为学习速度。AI技术变化如此之快,以至于经验可能成为一种负担。那些在旧范式下积累了多年经验的人,可能会发现他们的技能已经过时。而年轻人没有这种‘认知包袱’。他们可以更快地学习新工具、新范式。而且,他们更愿意冒险。这引出一个更深层的问题:为什么是印度,而不是其他地方?为什么不是中国、欧洲或东南亚?每个地区都有其优势。但印度有几个独特的条件。首先,英语是官方语言之一,这使得印度团队更容易接触到全球市场、全球投资者、全球知识。其次,印度有一个庞大的、正在快速增长的国内市场。这为初创公司提供了一个测试场。你可以在印度验证你的产品,然后扩展到全球。第三,印度有一个强大的‘人才回流’趋势。许多在美国接受教育、在硅谷工作的印度人正在回到印度创业。他们带来了经验、人脉和资本。这些因素结合在一起,创造了一个独特的创业生态系统。但这并不意味着成功是必然的。印度AI创业浪潮也面临重大挑战。首先是资金。虽然印度风险投资在增长,但与美国相比仍然很小。这意味着印度初创公司必须更高效地使用资本。其次是人才竞争。随着AI热潮,对顶尖工程师的需求激增,工资也在上涨。这可能会侵蚀印度公司的成本优势。第三是基础设施。虽然AI降低了某些障碍,但其他障碍仍然存在。例如,支付系统、物流、监管环境。这些不是技术问题,而是系统性问题。但最大的挑战,可能是心态。材料中提到的‘第二波优势’是真实的,但前提是创业者愿意拥抱它。许多创业者仍然痴迷于成为‘第一’。他们想要颠覆、想要革命。但有时候,更好的策略是改进、优化、执行。就像那位风险投资人所说,‘一个好的创业想法公式是:看看那些显示出一些潜力的想法,然后更好地执行它们。’这听起来不那么性感,但往往更有效。在AI时代,这种务实的态度可能是关键。因为AI不是魔法。它是一个工具。最终,决定胜负的不是工具本身,而是你如何使用它。印度公司有潜力成为全球AI领导者。但这不是自动的。它需要正确的策略、正确的执行、正确的心态。如果我们看到更多像Emergent、Giga这样的公司出现,那么这波浪潮就是真实的。如果不是,那么它可能只是又一次炒作。但基于我所看到的,我相信这波浪潮是真实的。AI正在创造一个更加扁平的世界。在这个世界里,最好的想法和最好的执行可以来自任何地方。而印度,正站在这个浪潮的顶端。
参考来源
- 【晋亡之根】司马师的功业诅咒,一个弱智皇储引发的两个顶级嫡长子之战 - https://www.bilibili.com/video/BV1bzd1BUEXX
- 美伊谈判反复拉扯,霍尔木兹海峡或将变成心照不宣的灰色地带【深度分析】 - https://www.bilibili.com/video/BV1azdSBNESG
- RT by @paulg: You don't need advice from editors on rejected manuscripts.
- My short story “Ender's Game” was rejected by Ben Bova at Analog back when that was the top market for a sci-fi story. Ben gave me feedback. He thought the title should be “Professional Soldier” and he said to “cut it in half.”
- But I knew he was wrong on both points and submitted it to Jim Baen at Galaxy. He sat on it for a year, and responded to my query with a rejection. There was some kind of explanation, but I don't remember what it was. I concluded at the time that Baen's comments showed that he had barely glanced at the story.
- So … I got feedback both times, but it was not helpful. I looked at Ben's rejection again. What was it about the story that made him think it should, let alone COULD, be cut in half?
- Apparently it FELT long. What made it feel long? Now, post-Harry Potter, I would call it the quidditch problem. I had too many battles in which the details became tedious. So I cut two battles entirely, merely reporting the outcomes, and shortened another. In retyping the whole manuscript (pre-word-processor, that was the only way to get a clean manuscript), I added new point-of-view material to the point that I had cut only one page in length. So much for “in half.”
- But I already knew that my manuscripts did not need cutting — if it wasn't needed, it wouldn't be there in the first place. Even the battles were still there, but instead of showing them, I merely told what happened (so much for the usually asinine advice “show don't tell”), which kept the pace going.
- Those changes made, I sent it to Ben again. I did not remind him of what he had advised me to do. I merely told him I liked my title, and said, “I have addressed your other concerns,” which was true. I figured he wouldn't remember what his exact words had been. My answer was a check. That revised story was the basis for my winning the Campbell Award for best new writer.
- Did Ben's feedback help? Yes — but his specific advice was not right, and I knew it. On my next two submissions, Ben hated my endings, and I revised as suggested. The fourth submission he rejected outright, and the fifth, and I thought, Am I a one-story writer? I went back to Ender's Game and tried to analyze why it worked. Then, deliberately imitating myself, I wrote “Mikal's Songbird.” Ben bought it, and it received favorable mentions. I was afraid then that I had consigned myself to writing stories about children in jeopardy. But in fact I was writing character stories rather than idea stories. And THAT was how I built a career, not by self-imitation, and not by following editorial suggestions.
- I did get wise counsel from David Hartwell on my novel Wyrms, but that was on a book that was already under contract, and it was story feedback, not style. I got wise counsel from Beth Meacham, too, on various books over the years — but again, only on books that were under contract. I also received appallingly stupid advice from the editor of my novel Saints, which temporarily destroyed the book's marketability; after that, I was allowed to go back to my original structure and save the book — now it's one of my best.
- Editors don't know more than you about your story. They especially don't know why they decide to accept or reject stories. YOU have to know what your story needs to be, and take only advice that you believe in.
- Your best counselor on a story nobody bought is TIME. Let some time pass and then reread the story. Don't even think about why it Didn't Work. Instead, think about what DOES work, and then write it again, a complete rewrite, keeping nothing from the previous draft. Find the right protagonist and begin at the beginning — the point where the protagonist first gets involved with the events of the story. Be inventive — the failed first draft no longer exists, so you're not bound by any of your earlier decisions. THAT is how you resurrect a good idea you did not succeed with on your first try. - https://nitter.net/orsonscottcard/status/2046702294406680751#m