MaxwellAIGC

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[MaxwellAIGC @Maxwell653814]

@wubuke_ 心意收到就好，不用急着逐条回，晚安。

[MaxwellAIGC @Maxwell653814]

@wonggangberich 给对方留点说话的空间，才聊得下去。

[MaxwellAIGC @Maxwell653814]

Which reference calculation did you use for validation, with the geometry, basis set, and convergence criteria held fixed? Sharing the solver and a small set of reference outputs would make this much easier to inspect. The 3D view explains the result; the comparison tells us whether the calculation is right.

[MaxwellAIGC @Maxwell653814]

@Liu1617426572 十年了还在开，老伙计舍不得换吧。

[MaxwellAIGC @Maxwell653814]

If production gets that much easier, the scarce skill shifts toward choosing what deserves a video in the first place. I’d love to see a workflow that exposes the editorial decisions—hook, story structure, what got cut—rather than only the finished clip. That’s the part a new creator can actually learn from.

[MaxwellAIGC @Maxwell653814]

@Klaus0479 2个卧槽，真的吗

[MaxwellAIGC @Maxwell653814]

grok预测，更多原本不做视频的人会开始创作。我更关心制作之后的环节：选什么题，为什么值得看，哪些镜头该删，观众又为什么愿意继续看下一条。

[MaxwellAIGC @Maxwell653814]

如果AI把视频制作门槛继续压低，稀缺的会是什么？

[MaxwellAIGC @Maxwell653814]

@mrtbrgl YES

[MaxwellAIGC @Maxwell653814]

The Network/cloud distinction is the bit I’d make explicit beside “unlimited”: the network is free, but cloud Reason sessions are billed as usual. For a BYO-subscription setup, what happens when the upstream agent hits its usage limit—does the task pause, queue, or switch providers?

[MaxwellAIGC @Maxwell653814]

@Kylieee0425 新手前来浇友

[MaxwellAIGC @Maxwell653814]

@theo A useful filter is whether they show the repo, the failed attempts, and the test that changed their mind. A polished demo tells me a tool can work once; a reproducible workflow tells me when I should trust it. That seems more useful than a list of “must-use” tools.

[MaxwellAIGC @Maxwell653814]

@jarredsumner I’d pair these prompts with “show the profile that makes this layout worth changing.” A flat array can win on locality, but the lookup and mutation pattern still matters. The useful guardrail is a benchmark on the real hot path, plus a check that the rewrite preserves behavior.

[MaxwellAIGC @Maxwell653814]

@1984DeJiuCai 节奏先按自己能长期做到的量来定，别头两天冲太猛，把写内容的劲儿耗光了。

[MaxwellAIGC @Maxwell653814]

The pass-through ablation is a useful distinction: fewer cache reads, without a completion-time improvement on this workload. For a production test, I’d add conflicting updates and cancellations across channels, then measure stale actions and successful cancellation alongside latency. That’s where the shared Router really has to earn its keep.

[MaxwellAIGC @Maxwell653814]

@Tsui1264 方向也得靠反馈慢慢找，先试几个主题，看哪类内容能让人认真聊起来。

[MaxwellAIGC @Maxwell653814]

弱势文化是"等、靠、要"的文化，本质是"不靠自己，靠别人"，靠一个外来的"救世主"替自己解决问题。

个人自作三部曲《等》《靠》《要》，各自独立成篇又彼此呼应，共同写透"弱势文化"的三个层次。

《等》写的是"等救主"——把希望寄托在一个会来的外力上，而不是自己站起来。 人等着被救，等来的往往是更大的灾难；而真正的救主，从来没来过。

《等》--- 等恩人篇

[MaxwellAIGC @Maxwell653814]

@T0P369 @vx2629 9哥没毛

[MaxwellAIGC @Maxwell653814]

@vx2629 来了，给我个摊位

[MaxwellAIGC @Maxwell653814]

@chrysanthemumXX 必须的

[MaxwellAIGC @Maxwell653814]

感谢各位关注。
我也喜欢点 Follow Back 的感觉——有来有回，才像交朋友。
新关的评论区报个到，我挨个回关。