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原始链接: https://brooker.co.za/blog/2026/02/07/you-are-here.html

## 科技的未来:两条道路岔开 *编写*代码和集成基本服务的核心成本正在迅速接近于零,从根本上改变了技术专业人员的格局。这呈现出一个岔路口:传统编程作为一种高价值的经济学科可能走向衰落,或者迎来一个崭新的机遇时代。 “第一条道路”承认编程昔日的经济主导地位的丧失,在保存现有技能和从变化的世界中榨取剩余价值中寻找价值——类似于现代时期的工匠。虽然在工艺中仍然可以找到乐趣,但它将不会提供相同的广泛经济回报。 “第二条道路”拥抱新的工具和创新潜力。通过利用这项技术、解决它所带来的挑战以及将其应用于以前无法解决的问题,将创造财富。至关重要的是,构建*高效、可靠的系统*——“管道”——仍然困难,这带来了巨大的机遇。 最终,未来很可能类似于最近的过去:关注系统层面的思考、新颖的想法以及解决复杂、棘手的现实世界问题。软件的初始阶段已经完成,下一幕将充满挑战,并且回报丰厚。

## 黑客新闻讨论摘要:人工智能与软件开发的未来 黑客新闻上出现了一个争论,关于人工智能的进步是否使代码生产成本降至零的说法。 许多人承认人工智能日益增强的能力——生成基本代码、协助调试和解决复杂问题——但仍然存在怀疑。 主要的争议点包括:代码*实际有效*的需求(编译、安全和可维护性)、技术债务的隐藏成本,以及人工智能生成代码不可靠或抄袭的潜力。 一些人担心,随着公司优先考虑人工智能辅助开发,可能会出现一波裁员,从而可能降低软件工程的价值。 另一些人则预测,会出现“氛围-代码-清洁员”和扩展者来管理这些工具的输出。 一个反复出现的主题是,虽然人工智能降低了*生成*代码的门槛,但它并没有消除对熟练工程师进行监督、确保质量以及解决软件开发和业务需求的更广泛复杂性的需求。 人们对当前人工智能定价模式的可持续性以及未来可能被少数大型科技公司主导的可能性表示担忧。 最终,这场讨论强调了一种谨慎的乐观情绪,但同时也认识到人工智能是一种工具,而不是人类专业知识的替代品。
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原文

Where to next?

The cost of turning written business logic into code has dropped to zero. Or, at best, near-zero.

The cost of integrating services and libraries, the plumbing of the code world, has dropped to zero. Or, at best, near-zero.

The cost of building efficient, reliable, secure, end-to-end systems is starting to drop, but slowly.

Where does that leave those of us who have built careers in technology? Our road diverges. Not into the undergrowth of a wood, but into a dense fog. The future is harder to see than ever. But lets peer forward and see as best we can.

On the first road we can see this as the end to a craft we have loved. The slow end of programming as an economic discipline, as weaving, ploughing, and coopering went before. It is reasonable and rational to feel a sense of loss, and a sense of uncertainty. With the loss of the craft comes the loss of the economic moment where that craft was valued beyond nearly any other. Perhaps any other in history. It is irrational to feel denial. You are here.

On the second road we can see this moment as the beginning of something new. With new tools comes greater opportunity than ever. Greater economic opportunity for those who value that. Greater technical opportunity for those who value that. The most powerful set of new tools since the dawn of computing itself. With these tools come risk, and with risk comes opportunity. With these tools come new industries, new fields of research, and new careers. All bring opportunity.

The First Road

Back at university, I knew this guy. Mostly retired. An absolute wizz at circuit design and analog electronics. Like nobody I’ve encountered since. In the late 1960s, him and some buddies started a hardware company. They’d seen digital electronics coming, the 74 series had just launched. They didn’t like it. No class. No beauty. Unreliable and full of problems. So they started this company betting that serious customers wouldn’t accept the downsides of digital logic, and analog was the way of the future for real automation. Statistically, measured by the ratio of transistors in digital and analog circuits in the year 2026, it’s unlikely anybody has ever been more wrong. Wrong by ten or more orders of magnitude.

He made a small fortune along this path. Not a large one, but enough to keep his children comfortable. The first road will surely have similar winners. The stubborn who stick to the old ways, and hustle to squeeze out the remaining economic value. That value will remain, because the world always changes slower than we would like.

But those that succeed along this road will increasingly be those that acknowledge what they’re doing, and why they’re doing it. Picking up the parts of an old world, now gone, but intentionally.

There will still be joy in programming. Just as there’s joy in joinery, knitting, and hiking. You’re not wrong to love programming. I love it too. You’re not wrong to feel a deep sense of loss. I feel it too.

The Second Road

What careers lie on the second road? Perhaps surprisingly, this seems harder to predict. My guess is that there are fortunes to be made exploiting the new technology, building faster, and out-competing a valuable incumbent. There are decades of great companies to build following that recipe. There are great careers in technology and science to be made applying this new technology to old problems, bringing new tools into tricky places, and solving the previously unsolvable. There are both fortunes and careers to be made in solving the problems this new technology introduces, allowing everybody else to exploit it to its maximum potential.

In other words, my best prediction is that the next two decades look like the last four. Hardly a prediction worthy of an oracle.

Today, it seems like the biggest opportunities will be in the third of my opening statements. Building systems remains hard. Can I assume you’re familiar with Amdahl’s Law? That’s what’s going on: a massive speed up on a portion of the problem, but as that portion speeds up it becomes less and less of a contributor to the overall speedup. Lowering the costs of the rest of the problem is work that remains to be done. It’s going to take a long time, because the real world is fully of sticky problems, surprising feedback loops, human stubbornness, and the occasional adversary.

There’s also going to be great value in ideas. Integration and translation are solved problems. Simple analysis, and small scale synthesis are too. But new ideas, real transformative new ideas, remain hard to come by. And, as the lever gets longer, more and more valuable.

Software’s first act is over. The second act won’t go like anybody expects, but I can bet that it’ll be more interesting, more economically valuable, and more mentally stimulating than we can imagine right now.

I can’t wait to be part of it.

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