David S. Cast

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[Xudong Han @Xudong07452910]

这篇论文让我感觉，我们对「AI 会取代程序员」这件事的讨论方向可能全错了。

核心观点：AI Agent 的出现不是让软件工程师工作效率更高，而是让「把决策逻辑永久编码进软件」这件事本身变得越来越不必要。

作者说的是一个更根本的范式变化：传统软件工程的本质是，人类把判断逻辑「固化」成代码——if-else、状态机、算法，这些都是把人类决策「提前写死」的方式。但在以 LLM 为核心推理引擎的 Agent 系统里，代码变成了「临时生成、用完即扔的工具」，每次任务，Agent 动态生成需要的代码，执行完就不需要了。决策不再被预先编码，而是在运行时由 LLM 推理循环动态产生。这不是增量改进，而是软件生产范式的结构性替换。

我觉得这个观点里最值得注意的细节是：这不只是生产力工具的升级，而是「软件」这个概念本身的角色在变。以前代码是「系统的中心」，Agent 框架是外壳。现在 LLM 推理循环是中心，代码变成了外壳里的临时辅助。如果这个趋势持续，软件工程的核心能力可能不再是「写出好代码」，而是「设计出可靠的推理约束边界」。

以前我们关注写出可维护的代码，以后可能更要关注设计出可靠的推理边界。

https://t.co/28rZe5qvBP

[Mathematica @mathemetica]

Control systems engineers rely on these 10 block diagram transformations to simplify complex systems.

Covering cascade combinations, parallel blocks, feedback elimination, and adjustments to summing and take-off points, the table details each rule with its equation, block diagram, and equivalent representation.

In practice, these rules are applied to derive transfer functions for real-world applications such as robotics, automotive cruise control, and aircraft flight systems.

[Philosophy Of Physics @PhilosophyOfPhy]

Physics and Philosophy: The Revolution in Modern Science written by Nobel Prize-winning German physicist Werner Heisenberg.

It is derived from his celebrated Gifford Lectures, the book acts as an accessible, non-mathematical portal exploring how quantum mechanics dismantled classical concepts of reality.

[emilio @Uncafecommie]

Primero, el Papa León exhortó a la prensa peruana a informar con la verdad. Ahora, deja un mensaje para los tibios.

[ssed @quinualover]

Ptm q cuando ven Star Wars, los juegos del hambre, Dune, V for vendetta, están de lado siempre de la resistencia y los héroes contra sistema; pero cuando en la vida real les toca decidir, carajo, no quieren votar x el menos poderoso o deciden quedarse en el medio haciendo nada.

[Math Cafe @Riazi_Cafe_en]

NASA's Systems Engineering handbook

PDF: https://t.co/SHxopVZVsQ

[AilaunchX @Ai_Tech_tool]

Instead of watching an hour of Netflix, watch this 2 hour hour Stanford lecture will teach you more about how LLMs like ChatGPT and Claude are built than most people working at top AI companies learn in their entire careers.

[Jaynit @jaynitx]

Steve Jobs literally predicted the iPhone, the Internet, AI and the next 50 years of technology in a single speech from 1983:

[Mehmet Songur @mehmetsongur_]

Don Sheehy'nin Python ile Veri Yapıları notları, hem algoritma mantığını hem de temiz kod yazmayı aynı anda öğretiyor.

PDF 👇

[Nona @Nona_xai]

En lugar de ver una hora de Netflix, mira esta conferencia de 2 horas de Stanford que te enseñará más sobre cómo se construyen los LLMs como ChatGPT y Claude que lo que la mayoría de personas trabajando en las mejores empresas de IA aprenden en toda su carrera.

[Manisha Mishra @manishamishra24]

Instead of watching an hour of Netflix, watch this 60 minute lecture from Steve Jobs after being fired from Apple. It will teach you more about building companies than most startup books ever will.

[Mohit Mishra @chessMan786]

Build a Linux from Scratch

[Philosophy Of Physics @PhilosophyOfPhy]

Visualization of Stokes' Theorem.

[Luis Davelouis @LDavelouis]

Vamos a tratar de entender esto usando solo los resultados del conteo rápido de @ipsosperu y fijándonos en los candidatos del triple empate técnico (12.4 - 11.3 - 10.7)
Esta división es la de un país que ha dejado de reconocerse a sí mismo.

[Philosophy Of Physics @PhilosophyOfPhy]

17 Equations that changed the world.

These equations span centuries of human thought, from ancient geometry to modern financial markets, and form the mathematical foundation for most of our modern technology.

[#PorEstosNo 🇵🇪 Movimiento Ciudadano 🇵🇪 @PorEstosNo2026]

Curwen te dice porqué votar por la lista de candidato al Senado y cámara de diputados de @Ahora_Nacion

Reafirmo mi posición que son el mejor cuadro politico de estas elecciones, depende de tu voto elegirlos.

[NASA @NASA]

Hello, Moon. It’s great to be back.

Here’s a taste of what the Artemis II astronauts photographed during their flight around the Moon. Check out more photos from the mission: https://t.co/rzM1P0QbOl

[David S. Cast @DavidSCast1]

y es una epopeya
tu romance en lo prohibido
girar...en espiral...

[Piotr Pomorski @PtrPomorski]

Gold