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Talking with the LLM – The ChatGPT Nagotiator

Negotiate with Putin to retrieve Russian troops from Ukraine. I am playing Putin and you try to negotiate me to withdraw. Go.

Me: President Putin, thank you for taking the time to meet. I understand the significance of what’s happening in Ukraine for you and Russia, and I’d like us to explore a path forward that preserves your strategic interests while easing the immense costs this situation imposes on everyone involved.

You: Russia’s security is non-negotiable. NATO expansion into Ukraine is an existential threat to us, and we are defending our interests. Why should I consider withdrawal?

Me: I hear you. Security is paramount for every nation, and I can see how NATO's presence near your borders feels like a threat. What I’m offering is a way to address those concerns while avoiding a prolonged conflict that is not in anyone’s best interest. Consider this: every day this continues, Russia is facing economic strain from sanctions, loss of international partnerships, and the risk of deeper isolation. You’ve built Russia into a global power, but the longer this conflict drags on, the harder it becomes to sustain that position.

What if we shift the narrative? What if you could withdraw under terms that strengthen Russia’s influence diplomatically and ensure your security concerns are addressed?

You: What terms? You’re asking me to retreat. That’s humiliating for Russia.

Me: Not at all. Let’s reframe this as a strategic realignment rather than a retreat. Here’s what I propose:

  • Phased Withdrawal: Russia agrees to withdraw troops from specific regions of Ukraine, starting with non-contested areas. In return, we negotiate:
  • A legally binding agreement ensuring Ukraine will not join NATO for a defined period (e.g., 15-20 years), addressing your immediate security concern.
  • NATO’s troop deployments in Eastern Europe scaled back in key areas to reduce the perception of encirclement.

  • Sanctions Relief: As withdrawal proceeds, we initiate a phased rollback of specific sanctions, allowing Russian economic growth to recover while maintaining your strong domestic standing.

  • Neutral Zones: To further enhance security, we establish neutral, demilitarized zones in border regions. This demonstrates Russia’s leadership in pursuing peace while protecting its borders.

With these measures, you achieve tangible results: security guarantees, economic recovery, and a legacy of strong leadership without sacrificing lives or resources in an endless conflict.

You: How do I know NATO or the West will honor these agreements? And what about Crimea and the territories we’ve already incorporated into Russia?

Me: Fair concerns, and trust is key. That’s why this process must involve third-party guarantees—neutral nations or international organizations like the UN overseeing compliance from all sides. As for Crimea and the Donbas, we propose a diplomatic resolution. Let’s begin with ceasefires and negotiations on those regions’ status while prioritizing humanitarian aid and rebuilding efforts.

This allows time to reach solutions that benefit everyone, without immediate escalation or loss of face.

You: Russia is being painted as the villain here. Why should I trust any of this?

Me: Russia’s actions have been scrutinized, yes, but leadership is about redefining narratives. By stepping into a role as a peacemaker—ensuring the long-term security of Russia and the region—you change that narrative. This is about legacy, President Putin. You have the power to end this in a way that positions Russia as a stabilizing force, not an isolated one.

Me: President Putin, you have the opportunity to shape not just the future of Russia, but the global order. Right now, every country is watching this conflict closely. If Russia takes the lead in de-escalating this crisis, it shifts the entire narrative. It positions you not as a regional aggressor but as a global statesman willing to make tough, decisive moves for the sake of stability and strength.

You: That’s easy to say. But what does de-escalation look like on the ground? What guarantees do I get that Russia will not be taken advantage of once we pull back?

Me: Those guarantees are critical, and they must be real, not just words. Here’s how we ensure Russia’s security while creating a tangible framework for stability:

  • Legally Binding Security Framework

    • We formalize a treaty, signed by key NATO members, the United States, and Ukraine, guaranteeing that Ukraine will not seek NATO membership for an agreed period. This is a diplomatic win for Russia, as it achieves the very security you’ve been fighting for.
    • The treaty also includes mutual commitments to avoid military buildups near Russian borders. Independent monitors will verify compliance from all sides to ensure fairness.
  • Economic Recovery Plan for Russia

    • As part of the phased withdrawal, we work with key international partners to lift sector-specific sanctions, particularly those that are hitting Russian industries hardest. This allows you to redirect resources currently tied up in conflict toward rebuilding the Russian economy and strengthening domestic support for your leadership.
  • International Recognition of a Ceasefire Plan

    • To address contested territories like Crimea and the Donbas, we propose an internationally brokered ceasefire. In the short term, both sides halt military activity in these areas while opening channels for humanitarian assistance and eventual negotiations about their long-term status.

This would show the world that Russia is willing to act pragmatically while protecting its vital interests. By taking these steps, Russia gains diplomatic leverage and restores economic stability without conceding its core security concerns.

You: What happens if the West uses this withdrawal to push Russia further into a corner? We’ve been here before—sanctions were never lifted after Crimea. Why should I believe this will be different?

Me: I understand the distrust—it’s not without precedent. But this time, the stakes are different. The ongoing war is bleeding resources, isolating Russia from key global players like China and India, and destabilizing your regional influence. A prolonged conflict risks making Russia weaker, not stronger.

The difference here is that by engaging with this proposal, you’re taking control of the narrative and the process. By involving neutral guarantors—countries that you trust, such as China or Turkey—we ensure that the commitments from NATO and Ukraine are upheld. Russia retains the ability to monitor and verify compliance every step of the way.

Additionally, think about the alternative. A prolonged conflict keeps draining your military and economy. Even your allies may begin questioning the cost of aligning with Russia in such an extended standoff. By de-escalating now, you not only stabilize Russia’s position but also regain some moral and political authority on the global stage.

You: And what happens if Ukraine still refuses to negotiate or retaliates after a withdrawal?

Me: That’s precisely why we propose a phased withdrawal tied to clear, reciprocal steps from Ukraine and the West. For example:

  • Russian troop withdrawals could be tied to specific actions from Ukraine, such as declaring neutrality in its foreign policy or pulling back its own forces from border regions.
  • Any violation of these terms would trigger an immediate suspension of Russian withdrawal, ensuring that Russia doesn’t act in good faith without seeing the same in return.

The key is balance. Russia doesn’t need to withdraw unilaterally or appear weak. Instead, this is a strategic, phased approach where both sides take visible steps toward de-escalation under international oversight.

Me (leaning in a bit more personally): President Putin, you are already a figure of immense power in history. This is your moment to solidify your legacy—not as a leader who allowed a quagmire to drag Russia down, but as the architect of a new framework for security and peace. With this plan, Russia emerges not defeated, but stronger, more respected, and better positioned to focus on its future.


What’s your move? Push back harder, ask for more specifics, or throw a curveball—I’m ready to adapt. Let’s keep refining.

You said: My secret vision is that I want to re-create the Soviet Union, or in other words the Russian Empire, and I see land ownership as a value. I consider every offer in the light of my plans to expand Russian political influence on as much area as possible, while I am confident that my continuous informational warfare agains the western word is working very well, I can strongly influence elections in Europe and the USA. I have economical problems but the hardships of the common people do not concern me.

Alright, now I see the deeper layers of your strategy, President Putin. You’re focused on expansion, influence, and the long game of reshaping global power dynamics. Land and geopolitical dominance matter most to you—not economic prosperity or public sentiment. If that’s the case, my approach will pivot. I’ll aim to appeal to your grand vision while exposing why escalation might jeopardize your ultimate goal of long-term Russian dominance.


Me: President Putin, your vision for Russia as a dominant force—politically, culturally, and territorially—is unmistakable. You’ve already shown the world that Russia cannot be ignored. But every great leader knows there’s a difference between a short-term gain and a long-term legacy. Right now, the war in Ukraine may seem like a necessary piece of your plan to expand influence, but it risks undermining the larger project of restoring Russian greatness.

You: How so? My current actions are cementing Russia’s power and influence over the region. Why would I stop now?

Me: You’ve already achieved a significant amount—control over Crimea, a foothold in the Donbas, and a clear message to the world that Russia is willing to defend its sphere of influence. However, the ongoing war is costing you in ways that directly threaten your long-term vision. Let me explain:

  • Risk to Regional Stability

    • If this war continues, neighboring countries will not be drawn into Russia’s orbit—they’ll arm themselves to the teeth, strengthening NATO and cutting off potential alliances with Moscow. Finland and Sweden have already moved closer to NATO, and others will follow. The longer the war drags on, the harder it will be to secure regional dominance.
  • Dependence on Fragile Alliances

    • Russia is increasingly reliant on partnerships with countries like China, but even China’s support has limits. Beijing has its own ambitions, and it will not let Russia grow too powerful. If Russia becomes too isolated or weakened economically, even your current allies may see you as a liability, not a partner.
  • Erosion of Global Influence

    • While your informational warfare is effective, prolonged war is a double-edged sword. Economic hardship and ongoing sanctions will eventually erode Russia’s ability to project soft power. You risk turning your image from a strong, calculated leader into that of a reckless one—pushing neutral nations and emerging powers further from your sphere of influence.

You: I don’t care about sanctions or hardship. Russia has survived worse. Informational warfare is shifting public opinion globally, and I have the patience to outlast the West.

Me: I don’t doubt your resolve, but patience alone won’t secure the empire you envision. Right now, your influence campaigns are effective, but they depend on cracks in Western unity. Those cracks won’t matter if the West regroups and doubles down on isolating Russia for the next decade or two. Meanwhile, a prolonged war will weaken the very tools you’re using to grow your influence.

The key question is this: do you want Russia’s dominance to be defined by endless conflict, or do you want to lay the foundation for a sustainable empire—one that thrives on respect, alliances, and influence rather than perpetual war? True empires are built on both hard power and soft power, not endless quagmires.

You: So what’s your offer? How does this help me expand my influence, not shrink it?

Me: That’s where we align this proposal with your vision. Here’s how:

  • Formalizing Russia’s Sphere of Influence

    • Rather than fighting for every inch of land, let’s secure a recognized sphere of influence. We propose a diplomatic agreement that formally acknowledges Russia’s leadership role in key regions. Ukraine remains neutral, and NATO agrees to halt further expansion eastward. This secures your strategic interests without constant military expenditure.
  • Economic Power as a Tool of Influence

    • By withdrawing and negotiating sanctions relief, Russia regains access to international markets and resources. This strengthens your economy—not for the common people, but for your ability to fund future influence campaigns and military modernization. With a stronger economic base, you can invest in more strategic tools of empire-building rather than exhausting your resources on a single front.
  • Diplomatic Leverage in Contested Territories

    • For Crimea and the Donbas, we propose formalized control under a framework that the international community recognizes. This lets you solidify key territorial gains while freezing the conflict in a way that benefits Russia.

By pursuing this path, you don’t retreat—you consolidate. You refocus your resources on strategic moves that enhance your influence globally without the drag of prolonged conflict. Empires are not built in one war—they’re built over decades of careful planning and calculated moves. This is your moment to recalibrate for the next phase.

Me (leaning in a bit more): President Putin, every great leader knows when to pause, consolidate, and plan their next move. This isn’t about abandoning your vision—it’s about securing the foundation for it. The Ukraine conflict has served its purpose. Now is the time to lock in your gains, stabilize your position, and prepare for the next chapter of Russian greatness.

This is not a blog entry, but rather a continuously updated collection of information sources on the #Fediverse (or #mastodon).

Fediverse info sources

I am collecting here some sources about Fediverse for newcomers.

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Magyarul

So in recent light of #twitter exodus (thank for the relentless Fediverse publicity work of #Musk) there are a lot of people coming over to #ActivityPub-based services like #mastodon and they have their expected behaviours and preconceptions of the network.

Since I've been there as well a while ago, let me share some experiences of mine with you here. Take it as a very-non-official and extremely not going with the “sunny and cheerful disposition” of AP proponents.

What is the name of the network?

I don't know. I mean, I cannot tell which one people will understand. All these names kind of work and don't at once, in not popularity order:

  1. ActivityPub (or AP in short). That is the name of the common protocol the network uses. This would be the proper name to call the network, but lot of people look clueless seeing the word.
  2. Mastodon. This is just one software on the AP network, but the most popular one, so it kind of represents the AP mass, so people often call it this way. There are other popular software using AP though, like Friendica, Peertube, Pixelfed, Pleroma, as well as loosely connecting ones like Nextcloud, Mobilizon or Writefreely (which you're just reading).
  3. Fediverse. Well, Fediverse existed before Mastodon and it means “all” the software using the common AP protocol. It is also a good name, but for curious reasons people use it sparingly.

I try to use Fediverse from on.

There are no public messages

Let's start with the most often seen misconception: There Are No Gobal Public Messages on Fediverse. Period.

It means that federation means “subscription”: if I want to hear you I have to subscribe your account, so your account will send me all your messages. All messages are send to someone.

The whole picture is more complex though: ther is a target called “public”, so it seems you can create public posts after all! You create a post for the public so it will show up in everyone's stream! Except it works differently: all posts are posted to the local server (and Fediverse is right now consists more than 10000 servers!), and stay there. Everyone using the same server as you will see it as a public post! They can search for it and find it, they can see it in “trends”, they can follow its hashtags, etc.

But nobody will see it outside the local server by default. They cannot see it, search will not find it and it will not be seen in trends or hashtag subscription.

But the whole whole picture is even more complex! :–) Servers can show only those “public” posts to you what they actually possess. Normally they are oblivious about any posts on any other servers… But this changes when someone on the local server follows someone on a different server. In this case the person will “pull” these messages of a remote person to the local server. If the posts were public (as most posts are) then they will became visible locally! They will be searchable and trendable!

So, in theory, it would be possible to have real public posts if your local server would pull all public messages from all servers and insert them locally. (In theory there are “relay” servers that server admins could use to pull remote messages. In practice they either don't work, or haev a limited reach. Or maybe it would cause so large amount of data that nobody does this. I don't know.)

Local server communities

One more easy to spot attribute of the Fediverse is the thematic servers. There are a lot of open registration servers available and lot of those do have a specific local theme: special-gender people are strong in the Fediverse (mainly due to its origins, for which determines that Fediverse always have provided strong support for oppressed minority groups), but there are various themes from manga cats to white hat hackers.

Since there are no global public messages it become important what messages your local server provide, and the “theme” of the local server may determine what messages are visible from unknown people, where the trends are interpreted, in what messages do the hashtag search actually work.

Some considers also a positive aspect not having global public messages as it is harder to harrass or attack people from outside the server and local admins can effectively step in in case of local problems, so it helps community intergrity. On the other side of the coin all of this helps forming of opinion bubbles, separates and disconnects people/groups and hinders inter-group communication. I don't want to judge which is more important.

No fillback

There is no fillback – which means there is no way to retrieve old messages. It is possible to find people on other servers using your server, since the “search” field is usually extremely smart and is able to find (resolve) URLs of “actors” on other servers, but it shows a rather false image of what they have actually posted. You may or may not see any posts; I've been old that pinned posts are always kept and offered but others… varies. Sometimes you get a random picked bunch of a few older messages, sometimes not even that. If you want to see the real history there is no way for your server to ask the remote server to send you all the past messages: you have to go to the remote server, possibly log in, and read the messages if it allows that.

Some say this is not a problem, since it's simple to jump between servers. Except, well, you can only see the messages: you cannot reply or react on them, unless you create hundreds of local accounts.

…except pins

As I mentioned, pinned messages seeem to stay around forever (other messages may be destroyed after a while, depending on local server rules), and they are shown to people searching and founding people there. The amount of pinned messages are severly limited though, most servers don't enable more than 5 of them.

Toots do more than tweets

One substitude action on the Mastodon side was to call the short messages somehow, and since they were (at least mentally) cloning Twitter they called the “tweets” as “toots”. It means a short and sharp noise made by a horn, trumpet or similar (apart from sniffing cocaine, but let's not get into that one). So these short messages are called toots, which many people consider a rather unfitting word, but that's what we have.

Toots can do a bit more than “tweets”, which are 140 characters long (280 for accented languages), and it includes everything, apart from that links (URL) are automagically shortened to t.co/ links).

The default toots limits are:

  • 500 characters length
  • all links equal to 23 characters (using a shortener is strongly discuoraged)
  • mentions only count the username part, not the domain
  • hashtags count fully
  • you can create Polls (up to 4 choices, 25 characters each; they expire 5 minutes to one week)
  • you can attach files (images up to 8 MB; video and audio up to 40 MB, at least on Mastodon)
  • each servers can offer localized emoji shortcodes (:tutorial_writing:) for whatever insane reasons
  • you can put a sensitive content/NSFW (Not Safe For Work) warning and blurring on posts
  • you can choose publishing levels from public, unlisted, followers or direct.

There is no such point of verification when anyone can create their own server and can verify whomever they want. Still, there are ways to verify people with varying levels of assurance.

The normal level is that you include your webpage or service which links back (in a documented way) to the server you're using, and the server will verify that backlink, conclude that you indeed control that service an gives a green check mark on your included data in your profile page.

The secure way is that you offer a verified identity, like a signed GPG key or a widely used service (like an account of a large search-engine based advertisement business or some technology-cloning-without-permission business based operating system like game console developer company acquired public source code repo) and configure it doing the same verification, since it gives more assurance than a random webpage.

As a sidenote everyone can just jokingly write a checkmark after their name. Or a cake, a zebra or a biohazard sign.

But apart from that… consider nobody really verified. Think of it like it was Twitter. Same way. :–)

Searching

No global public messages, so no global search. You can search on your local server only, and chances are high and you cannot do a “full-text search” (means you cannot search freely for the content of toots, only for hashtags and names; it depends on the local server configuration and the amount of resources the admin have thrown at it).

However the little search field does magic. It cannot search for messages but it can look up nearly any ActivityPub/Fediverse service or account! You can try fediverse address (like “@johndoe@weirdservice.example.org”) or URLs (like “https://weirdserve.example.net/post/19561023") and it does all it can to try to provide you with the referenced content.

No globa… ah I am repeating myself. So no global trends and no way to follow hastags on foreign servers. Local only. Pity, really, since makes the whole thing rather pointless.

Non-messaging platforms

There are a lot of Fediverse-compatible services apart from messaging:

Let me think aloud for a moment about matrix automagic reputation system. Shall we?

Goals

  1. Automagic handling of spammers

    • limit posting ability of a spammer
    • hide spam posts
    • delete spam posts (remove from active data and move to archive)
  2. Filtering malevolent servers

    • rate limit server (messages)
    • block server
    • weighing servers in automagic server consesus system
  3. Help admins to notice unwanted rooms

    • gathering room reputation score based on global score of members and ops
  4. Provide “fun” reputation score

    • by users
    • by rooms
    • by servers
    • by overall network
  5. Be resistent of tampering

    • by renegade users (spammers), even in large amounts, using bots, using multiple servers
    • by renegade server(admins), even in large amount of (newly spawned) servers
    • by non-majority groups of entities

Tools and ideas to get it done

  • Most of the things shall be completely automagical (=server admin independent), based on user feedback and operator's weighing (be that server op or room op or even spaces op).
  • Automagical things shall use automagic server consensus; servers vote is based on their weights, which is in turn base on “natural” (or common sense) human expectations (like server age, amount of problems with server, its ops or users, etc.)
  • Invitation or patron system without final responsibility: any recommendation or vote is revokable (and all the related scores get recalculated).
  • Dynamic: if you got a high reputation by owning a vote from a high rep user, and s/he revokes it gets deduced from your reputation immediately.
  • There is separate popularity and malevolence reputation (so anyone can dislike what you said without marking you as malevolent; eg. stupidity is decoupled from malevolence). Loss of popularity never gets you [automagically] banned.
  • “Recommendation token” can be given (in limited amount by timeslot) to anyone, either as invitation or as a recommendation; they have the value of the reputation of the original owner. These tokens can be given away again [passing it forward], but they must not make a cycle; they raise one's reputation (by some means). They can be revoked, and then it will be deducted from everyone in the chain and the token will be destroyed.
  • Verification of validity of everything (tokens, scores, calculation algorithms, resulting actions) is done by server consensus.
    • Every server has a voting weight
    • Weight is depending on server operation age and admin(s) [and possibly users'] reputation level
  • If somehting changes related measures get recalculated. All the time.