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In The Matrix Reloaded, the Architect gives Neo the choice between the salvation of humanity in the form of 23 people hand selected from the Matrix and the destruction of humanity by the Machine's conquest of the Zion coupled with the destruction of the Matrix.

In The Matrix Revolutions, Neo is able to negotiate by arguing that he can defeat Agent Smith in the Matrix.

But why don't the Machines shut down the Matrix like they were already willing to do and continue with the destruction of Zion?

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    I'd like to add / clarify: if the Machines shut down the Matrix, then Agent Smith will be eliminated, which would solve that problem for the Machines. Jan 6, 2019 at 16:54

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The core of the answer here is that (to quote Jurassic Park) life always finds a way.

Even if the machines destroy every single unplugged human, what stopping similar rebellions from happening in the future? Something as simple as a mechanical failure could release one (or more) humans from the Matrix, who then again start a new rebellion.

This is why there's an endless cycle: the Machines have not found a perfect way to keep all humans in the Matrix at all times. And whenever any humans manage to escape (or be involuntarily freed from) the Matrix, the machines may have to fight a new rebellion.

Neo offers something different: an end to the repeating cycle of rebellions.

It's never really established what the machines' goals and purpose in life are; but I doubt they exist purely to farm humans, chase the runaways and deal with rebellions. Farming humans is simply what they do to get power, so that they can then do other things.

But why don't the Machines shut down the Matrix like they were already willing to do

Because a hard shutdown of the Matrix will also kill the humans (this is the equivalent of unjacking, which is what kills some of Morpheus' crew when Cypher unjacks them).

As humans are the prime source of power for the machines, they are unwilling to lose their power source. Neo and the Architect explicitly discuss this:

The Architect - Failure to comply with this process will result in a cataclysmic system crash killing everyone connected to the matrix, which coupled with the extermination of Zion will ultimately result in the extinction of the entire human race.
Neo - You won't let it happen, you can't. You need human beings to survive.
The Architect - There are levels of survival we are prepared to accept. However, the relevant issue is whether or not you are ready to accept the responsibility for the death of every human being in this world.

Even if the machines would do it as a last resort ("levels of survival we are prepared to accept"), that doesn't mean that it's the preferred option. Neo offers the option of killing Smith without needing to reboot the Matrix and that is a much more preferable option to the machines.

The deal boils down to this: The machines do not destroy Zion, Neo kills agent Smith "cleanly". The Matrix does not need to be rebooted, which is beneficial to both humans and machines.

Edit
If your question is asking why the machines didn't welsh on the deal and still continued to destroy Zion after Neo held up his end - that's not really conclusively answerable. It makes for a bad plot resolution. Who says machines are able (or willing) to behave dishonorably? We see plenty of programs who learn empathy towards themselves or even humans, which means it's not impossible for them to honor a deal.

Keep in mind: the original human/machine war started when the humans reneged on their side of the deal. There was a truce whereby the machines were promised a safe sanctuary to live in, and the humans attacked them again without warning.
Now, the roles are reversed: the humans are asking the machines for a safe sanctuary to live in. Machines are likely not as needy for revenge, and therefore may be more willing to be better than the humans and thus choose to honor the deal instead of what the humans did to them in the past.

If anything, the machines are repeatedly shown to think themselves superior to humans. If they betrayed the truce just like the humans did, then they prove to themselves that they are no better.

@BladeWraith mentioned a very good example of this mentality at play, in the final conversation between the Oracle and Architect:

Oracle - I have your word?
Architect - What do you think i am? Human?

Thus suggesting that once the Machines agree to something they won't go back on it, and that they consider going back on your word a human (inferior) quality.

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  • So did anything change between the end of the Matrix Reloaded and Neo's negotiation at the end of the Matrix Revolutions to make the Machines decide that they are no longer willing to destroy Zion and destory the Matrix? They simply realized Neo's offer, which leads to what is explained as the worse case for the Machines by the Architect - "Ergo, those that refused the program - while a minority - if unchecked, would constitute an escalating probability of disaster" - as a better option?
    – user73236
    Jan 7, 2019 at 13:38
  • @user73236: That is not (yet) the worst case for the machines. The worst case is losing their power supply altogether. The Architect is referring to the snowballing nature of the "breakouts" (people taking the red pill and disconnecting from the Matrix) which happen outside of the machines' control. The deal between Neo and the machines includes a regulated release of humans. This means that releasing humans is legalized, and therefore controlled by the machines and humans. This prevents the snowballing effect and thus the machines can slowly adjust.
    – Flater
    Jan 7, 2019 at 13:55
  • @user73236: Releasing humans from the Matrix is, in a way, a parallel to real world controversial legalization topis (e.g. alcohol, cannabis or abortion - these are examples and not political opinions of mine). When it is fully outlawed, it still happens but in secret. This means there are no means of regulation, support framework, or objective observation. By legalizing it, the criminal and unchecked element is removed from the equation, and it is instead openly regulated without being a taboo - thus allowing for clearer governance which prevents anyone from being unreasonably impacted by it.
    – Flater
    Jan 7, 2019 at 14:03
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    The architect does also discuss at the end with the oracle, about the other humans that want to be free, Oracle: "i have your word?", Architect: "What do you think i am? Human?" suggesting that once the Machines agree to something they won't go back on it Jan 7, 2019 at 14:30
  • @BladeWraith: Really good point, I'm adding that to the answer.
    – Flater
    Jan 7, 2019 at 14:30
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Speculation ahead, because there is no in universe answer I believe:

Neo was offering them and everyone else an alternative to the endless cycle. They didn't lose anything by waiting to see if he succeeded, they could still easily do a hard reset.

If he succeeded they could have peace and an ongoing, compliant Matrix power source. If you watch the Animatrix, it was the humans that started the war, I don't think the machines see it as anything more than a distraction.

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The Architect explains:

Each iteration of the matrix is more stable. Earlier versions of the matrix did not work well, humans would not accept the simulation.

The machines introduced the concept of Neo in order to accumulate irregularities in a matrix iteration, and control the instability.
At the end of a matrix iteration, the knowledge of which irregularities from that iteration make up Neo, allows machine to build a new, even more stable version.

If the machines completely destroyed the matrix (which includes the information/knowledge they have accumulated with current Neo iteration), it would mean they would probably have to start everything from scratch, from the first matrix iterations that did not work well.

They choose to not do that, and prefer an alternative solution.

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