<?xml version="1.0" encoding="utf-8"?>
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    <id>https://matteohorvath.com/</id>
    <title>Matteo Horvath</title>
    <updated>2026-10-29T10:25:52.133Z</updated>
    <generator>https://github.com/jpmonette/feed</generator>
    <author>
        <name>Matteo</name>
        <email>horvathandrasmate@gmail.com</email>
        <uri>https://matteohorvath.com</uri>
    </author>
    <link rel="alternate" href="https://matteohorvath.com/"/>
    <subtitle>Building mesh.applied — efficient local LLM inference. Previously built mesh. in Budapest.</subtitle>
    <icon>https://matteohorvath.com/favicon.svg</icon>
    <rights>All rights reserved 2026, Matteo</rights>
    <entry>
        <title type="html"><![CDATA[Why is communication so hard?]]></title>
        <id>https://matteohorvath.com/communication-hard</id>
        <link href="https://matteohorvath.com/communication-hard"/>
        <updated>2026-01-21T08:00:00.000Z</updated>
        <summary type="html"><![CDATA[How I think about communication]]></summary>
        <content type="html"><![CDATA[<main class="notion light-mode notion-page notion-block-2ef3052c96d2809a9cd2ca842d9e7644"><div class="notion-viewport"></div><div class="notion-collection-page-properties"><div class="notion-collection-row"><div class="notion-collection-row-body"><div class="notion-collection-row-property"><div class="notion-collection-column-title"><div class="notion-collection-column-title-body">deploy</div></div><div class="notion-collection-row-value"><span class="notion-property notion-property-button"></span></div></div><div class="notion-collection-row-property"><div class="notion-collection-column-title"><svg viewBox="0 0 14 14" class="notion-collection-column-title-icon"><path d="M10.889 5.5H3.11v1.556h7.778V5.5zm1.555-4.444h-.777V0H10.11v1.056H3.89V0H2.333v1.056h-.777c-.864 0-1.548.7-1.548 1.555L0 12.5c0 .856.692 1.5 1.556 1.5h10.888C13.3 14 14 13.356 14 12.5V2.611c0-.855-.7-1.555-1.556-1.555zm0 11.444H1.556V3.944h10.888V12.5zM8.556 8.611H3.11v1.556h5.445V8.61z"></path></svg><div class="notion-collection-column-title-body">date</div></div><div class="notion-collection-row-value"><span class="notion-property notion-property-date">Jan 21, 2026</span></div></div><div class="notion-collection-row-property"><div class="notion-collection-column-title"><svg viewBox="0 0 14 14" class="notion-collection-column-title-icon"><path d="M7 4.568a.5.5 0 00-.5-.5h-6a.5.5 0 00-.5.5v1.046a.5.5 0 00.5.5h6a.5.5 0 00.5-.5V4.568zM.5 1a.5.5 0 00-.5.5v1.045a.5.5 0 00.5.5h12a.5.5 0 00.5-.5V1.5a.5.5 0 00-.5-.5H.5zM0 8.682a.5.5 0 00.5.5h11a.5.5 0 00.5-.5V7.636a.5.5 0 00-.5-.5H.5a.5.5 0 00-.5.5v1.046zm0 3.068a.5.5 0 00.5.5h9a.5.5 0 00.5-.5v-1.045a.5.5 0 00-.5-.5h-9a.5.5 0 00-.5.5v1.045z"></path></svg><div class="notion-collection-column-title-body">slug</div></div><div class="notion-collection-row-value"><span class="notion-property notion-property-text">communication-hard</span></div></div><div class="notion-collection-row-property"><div class="notion-collection-column-title"><svg viewBox="0 0 14 14" class="notion-collection-column-title-icon"><path d="M7 13A6 6 0 107 1a6 6 0 000 12zM3.751 5.323A.2.2 0 013.909 5h6.182a.2.2 0 01.158.323L7.158 9.297a.2.2 0 01-.316 0L3.751 5.323z"></path></svg><div class="notion-collection-column-title-body">status</div></div><div class="notion-collection-row-value"><span class="notion-property notion-property-select"><div class="notion-property-select-item notion-item-red">Published</div></span></div></div><div class="notion-collection-row-property"><div class="notion-collection-column-title"><svg viewBox="0 0 14 14" class="notion-collection-column-title-icon"><path d="M4 3a1 1 0 011-1h7a1 1 0 110 2H5a1 1 0 01-1-1zm0 4a1 1 0 011-1h7a1 1 0 110 2H5a1 1 0 01-1-1zm0 4a1 1 0 011-1h7a1 1 0 110 2H5a1 1 0 01-1-1zM2 4a1 1 0 110-2 1 1 0 010 2zm0 4a1 1 0 110-2 1 1 0 010 2zm0 4a1 1 0 110-2 1 1 0 010 2z"></path></svg><div class="notion-collection-column-title-body">tags</div></div><div class="notion-collection-row-value"><span class="notion-property notion-property-multi_select"><div class="notion-property-multi_select-item notion-item-red">mental-model</div></span></div></div><div class="notion-collection-row-property"><div class="notion-collection-column-title"><svg viewBox="0 0 14 14" class="notion-collection-column-title-icon"><path d="M7 4.568a.5.5 0 00-.5-.5h-6a.5.5 0 00-.5.5v1.046a.5.5 0 00.5.5h6a.5.5 0 00.5-.5V4.568zM.5 1a.5.5 0 00-.5.5v1.045a.5.5 0 00.5.5h12a.5.5 0 00.5-.5V1.5a.5.5 0 00-.5-.5H.5zM0 8.682a.5.5 0 00.5.5h11a.5.5 0 00.5-.5V7.636a.5.5 0 00-.5-.5H.5a.5.5 0 00-.5.5v1.046zm0 3.068a.5.5 0 00.5.5h9a.5.5 0 00.5-.5v-1.045a.5.5 0 00-.5-.5h-9a.5.5 0 00-.5.5v1.045z"></path></svg><div class="notion-collection-column-title-body">summary</div></div><div class="notion-collection-row-value"><span class="notion-property notion-property-text">How I think about communication</span></div></div><div class="notion-collection-row-property"><div class="notion-collection-column-title"><svg viewBox="0 0 14 14" class="notion-collection-column-title-icon"><path d="M7 13A6 6 0 107 1a6 6 0 000 12zM3.751 5.323A.2.2 0 013.909 5h6.182a.2.2 0 01.158.323L7.158 9.297a.2.2 0 01-.316 0L3.751 5.323z"></path></svg><div class="notion-collection-column-title-body">type</div></div><div class="notion-collection-row-value"><span class="notion-property notion-property-select"><div class="notion-property-select-item notion-item-purple">Post</div></span></div></div></div></div></div><h4 class="notion-h notion-h3 notion-h-indent-0 notion-block-2ef3052c96d2809f8f3bff7c1ee3b935" data-id="2ef3052c96d2809f8f3bff7c1ee3b935"><span><div id="2ef3052c96d2809f8f3bff7c1ee3b935" class="notion-header-anchor"></div><a class="notion-hash-link" href="#2ef3052c96d2809f8f3bff7c1ee3b935" title="who am i writing this to"><svg viewBox="0 0 16 16" width="16" height="16"><path fill-rule="evenodd" d="M7.775 3.275a.75.75 0 001.06 1.06l1.25-1.25a2 2 0 112.83 2.83l-2.5 2.5a2 2 0 01-2.83 0 .75.75 0 00-1.06 1.06 3.5 3.5 0 004.95 0l2.5-2.5a3.5 3.5 0 00-4.95-4.95l-1.25 1.25zm-4.69 9.64a2 2 0 010-2.83l2.5-2.5a2 2 0 012.83 0 .75.75 0 001.06-1.06 3.5 3.5 0 00-4.95 0l-2.5 2.5a3.5 3.5 0 004.95 4.95l1.25-1.25a.75.75 0 00-1.06-1.06l-1.25 1.25a2 2 0 01-2.83 0z"></path></svg></a><span class="notion-h-title">who am i writing this to</span></span></h4><div class="notion-text notion-block-2ef3052c96d28088be9bf98f33129820">to all the builders in the world.</div><h4 class="notion-h notion-h3 notion-h-indent-0 notion-block-2ef3052c96d280f3b73fe439a53f2fcc" data-id="2ef3052c96d280f3b73fe439a53f2fcc"><span><div id="2ef3052c96d280f3b73fe439a53f2fcc" class="notion-header-anchor"></div><a class="notion-hash-link" href="#2ef3052c96d280f3b73fe439a53f2fcc" title="Personal story why i am interested in it"><svg viewBox="0 0 16 16" width="16" height="16"><path fill-rule="evenodd" d="M7.775 3.275a.75.75 0 001.06 1.06l1.25-1.25a2 2 0 112.83 2.83l-2.5 2.5a2 2 0 01-2.83 0 .75.75 0 00-1.06 1.06 3.5 3.5 0 004.95 0l2.5-2.5a3.5 3.5 0 00-4.95-4.95l-1.25 1.25zm-4.69 9.64a2 2 0 010-2.83l2.5-2.5a2 2 0 012.83 0 .75.75 0 001.06-1.06 3.5 3.5 0 00-4.95 0l-2.5 2.5a3.5 3.5 0 004.95 4.95l1.25-1.25a.75.75 0 00-1.06-1.06l-1.25 1.25a2 2 0 01-2.83 0z"></path></svg></a><span class="notion-h-title"><b>Personal story why i am interested in it</b></span></span></h4><div class="notion-text notion-block-2ef3052c96d28046a75ec79029c16e20">As a main contributor at mesh. I get to explain what we do most of the time. When somebody ask a question and we have not heard it before, it usually get to me to either make decision or rephrase the question so we can decide on the best answer we can make at the moment.
In the first couple of times I was super frustrated why it seems like that people don’t understand what I’m saying. I categorized every person into two: one who cannot understand because they are not smart enough, and one who don’t pay enough attention. I lived with this model for a long time, till I got so many blockers because I cannot explain myself or the organization that I started questioning this model. This essay is about what I have found out.
</div><h4 class="notion-h notion-h3 notion-h-indent-0 notion-block-2ef3052c96d28025998bd4beefbaeb9a" data-id="2ef3052c96d28025998bd4beefbaeb9a"><span><div id="2ef3052c96d28025998bd4beefbaeb9a" class="notion-header-anchor"></div><a class="notion-hash-link" href="#2ef3052c96d28025998bd4beefbaeb9a" title="Communcation, time and space comms"><svg viewBox="0 0 16 16" width="16" height="16"><path fill-rule="evenodd" d="M7.775 3.275a.75.75 0 001.06 1.06l1.25-1.25a2 2 0 112.83 2.83l-2.5 2.5a2 2 0 01-2.83 0 .75.75 0 00-1.06 1.06 3.5 3.5 0 004.95 0l2.5-2.5a3.5 3.5 0 00-4.95-4.95l-1.25 1.25zm-4.69 9.64a2 2 0 010-2.83l2.5-2.5a2 2 0 012.83 0 .75.75 0 001.06-1.06 3.5 3.5 0 00-4.95 0l-2.5 2.5a3.5 3.5 0 004.95 4.95l1.25-1.25a.75.75 0 00-1.06-1.06l-1.25 1.25a2 2 0 01-2.83 0z"></path></svg></a><span class="notion-h-title"><b>Communcation, time and space comms</b></span></span></h4><div class="notion-text notion-block-2ef3052c96d280f296f7ea71dbdcc3d8">From encryption theory 101, there are two types of commuication. One is in space, and one is in time. When Alice messages Bob through e.g. WhatsApp the data is traveling through space. When Alice writes a note and saves it, she send it to herself in time. These are essentially equal and the problems of communication (noise, encryption, decryption) are essentially the same.</div><div class="notion-blank notion-block-2ef3052c96d280e98ccfe4a1110b9e42"> </div><h4 class="notion-h notion-h3 notion-h-indent-0 notion-block-2ef3052c96d280a18ca4fb64a1fda536" data-id="2ef3052c96d280a18ca4fb64a1fda536"><span><div id="2ef3052c96d280a18ca4fb64a1fda536" class="notion-header-anchor"></div><a class="notion-hash-link" href="#2ef3052c96d280a18ca4fb64a1fda536" title="Difference between understanding and knowledge"><svg viewBox="0 0 16 16" width="16" height="16"><path fill-rule="evenodd" d="M7.775 3.275a.75.75 0 001.06 1.06l1.25-1.25a2 2 0 112.83 2.83l-2.5 2.5a2 2 0 01-2.83 0 .75.75 0 00-1.06 1.06 3.5 3.5 0 004.95 0l2.5-2.5a3.5 3.5 0 00-4.95-4.95l-1.25 1.25zm-4.69 9.64a2 2 0 010-2.83l2.5-2.5a2 2 0 012.83 0 .75.75 0 001.06-1.06 3.5 3.5 0 00-4.95 0l-2.5 2.5a3.5 3.5 0 004.95 4.95l1.25-1.25a.75.75 0 00-1.06-1.06l-1.25 1.25a2 2 0 01-2.83 0z"></path></svg></a><span class="notion-h-title">Difference between understanding and knowledge</span></span></h4><div class="notion-text notion-block-2ef3052c96d280bc8c49d3c86c54d339">The definition I use may differ from other definitions. </div><div class="notion-text notion-block-2ef3052c96d280a9826bc0aac9a3a14c">Understanding is something which you cannot write down, put into art, communicate in any way.</div><div class="notion-text notion-block-2ef3052c96d28057b69cd39e8082d510">Knowledge is a something you can write down, put into art, communicate.</div><h4 class="notion-h notion-h3 notion-h-indent-0 notion-block-2ef3052c96d2800f80d1f8ea9f17abda" data-id="2ef3052c96d2800f80d1f8ea9f17abda"><span><div id="2ef3052c96d2800f80d1f8ea9f17abda" class="notion-header-anchor"></div><a class="notion-hash-link" href="#2ef3052c96d2800f80d1f8ea9f17abda" title="The problem of communication"><svg viewBox="0 0 16 16" width="16" height="16"><path fill-rule="evenodd" d="M7.775 3.275a.75.75 0 001.06 1.06l1.25-1.25a2 2 0 112.83 2.83l-2.5 2.5a2 2 0 01-2.83 0 .75.75 0 00-1.06 1.06 3.5 3.5 0 004.95 0l2.5-2.5a3.5 3.5 0 00-4.95-4.95l-1.25 1.25zm-4.69 9.64a2 2 0 010-2.83l2.5-2.5a2 2 0 012.83 0 .75.75 0 001.06-1.06 3.5 3.5 0 00-4.95 0l-2.5 2.5a3.5 3.5 0 004.95 4.95l1.25-1.25a.75.75 0 00-1.06-1.06l-1.25 1.25a2 2 0 01-2.83 0z"></path></svg></a><span class="notion-h-title">The problem of communication</span></span></h4><div class="notion-text notion-block-2ef3052c96d280839b80df1416c5036c">People use communication as a tool to collaborate. Based on the above two definitions, when we communicate we use our knowledge and transform them into data packets (audio, text, symbols) which we send through the channel, and the other person can process it.  </div><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-2ef3052c96d2806397e6fc9f0aa7361d"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:100%;max-width:100%;flex-direction:column;height:100%"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3Afffbe0dd-b18c-43e5-8b68-e184547b9bfe%3AScreenshot_2026-01-21_at_3.15.15_PM.png?table=block&amp;id=2ef3052c-96d2-8063-97e6-fc9f0aa7361d&amp;cache=v2" alt="The problem of communication" loading="lazy" decoding="async"/><figcaption class="notion-asset-caption">The problem of communication</figcaption></div></figure><div class="notion-text notion-block-2ef3052c96d28093a964dd350b92184c">I think of as understanding as a high N-dimensional continue space, and whenever someone says something this needs to be converted into discreet packets of data (e.g. words) and than that can be communicated, while knowledge is bounded in the dimensions based on the tool being used (talking → words, draw → symbols, dance → possible movements).
This capacity on the knowledge create a non-perfect transform every time, as words such as love, friend, peace, family, home, information, utility art connected to Alice and has her own understanding of it. 
What I experience is that when these words are put to tests through asking someone what do they mean by that, different answers come up every time.
Thus the natural of feeling that someone wants to be understood by someone else is structurally impossible through communication. </div><h4 class="notion-h notion-h3 notion-h-indent-0 notion-block-2ef3052c96d280edb186de35c54aae02" data-id="2ef3052c96d280edb186de35c54aae02"><span><div id="2ef3052c96d280edb186de35c54aae02" class="notion-header-anchor"></div><a class="notion-hash-link" href="#2ef3052c96d280edb186de35c54aae02" title="Vocabulary, words"><svg viewBox="0 0 16 16" width="16" height="16"><path fill-rule="evenodd" d="M7.775 3.275a.75.75 0 001.06 1.06l1.25-1.25a2 2 0 112.83 2.83l-2.5 2.5a2 2 0 01-2.83 0 .75.75 0 00-1.06 1.06 3.5 3.5 0 004.95 0l2.5-2.5a3.5 3.5 0 00-4.95-4.95l-1.25 1.25zm-4.69 9.64a2 2 0 010-2.83l2.5-2.5a2 2 0 012.83 0 .75.75 0 001.06-1.06 3.5 3.5 0 00-4.95 0l-2.5 2.5a3.5 3.5 0 004.95 4.95l1.25-1.25a.75.75 0 00-1.06-1.06l-1.25 1.25a2 2 0 01-2.83 0z"></path></svg></a><span class="notion-h-title">Vocabulary, words</span></span></h4><div class="notion-text notion-block-2ef3052c96d2806f9277d2a52790c0fa">The importance of words someone use gets a spotlight in the analysis. If two people who want to communicate use different words and have different understanding behind them, then they are talking about completely different things. Alice can improve this with asking what Bob means by different words, and then use them while communicating with Bob, thus Alice can tell her understanding to Bob with more efficiently.</div><div class="notion-blank notion-block-2ef3052c96d28058a4dec8afb3dde47b"> </div><div class="notion-blank notion-block-2ef3052c96d28080ab5fe126b57fc9fe"> </div></main>]]></content>
    </entry>
    <entry>
        <title type="html"><![CDATA[mesh retro]]></title>
        <id>https://matteohorvath.com/mesh-retro</id>
        <link href="https://matteohorvath.com/mesh-retro"/>
        <updated>2025-06-06T07:00:00.000Z</updated>
        <summary type="html"><![CDATA[Retrospective of our journey so far]]></summary>
        <content type="html"><![CDATA[<main class="notion light-mode notion-page notion-block-20a3052c96d2804496ebc2dfcbaafcc0"><div class="notion-viewport"></div><div class="notion-collection-page-properties"><div class="notion-collection-row"><div class="notion-collection-row-body"><div class="notion-collection-row-property"><div class="notion-collection-column-title"><div class="notion-collection-column-title-body">deploy</div></div><div class="notion-collection-row-value"><span class="notion-property notion-property-button"></span></div></div><div class="notion-collection-row-property"><div class="notion-collection-column-title"><svg viewBox="0 0 14 14" class="notion-collection-column-title-icon"><path d="M10.889 5.5H3.11v1.556h7.778V5.5zm1.555-4.444h-.777V0H10.11v1.056H3.89V0H2.333v1.056h-.777c-.864 0-1.548.7-1.548 1.555L0 12.5c0 .856.692 1.5 1.556 1.5h10.888C13.3 14 14 13.356 14 12.5V2.611c0-.855-.7-1.555-1.556-1.555zm0 11.444H1.556V3.944h10.888V12.5zM8.556 8.611H3.11v1.556h5.445V8.61z"></path></svg><div class="notion-collection-column-title-body">date</div></div><div class="notion-collection-row-value"><span class="notion-property notion-property-date">Jun 6, 2025</span></div></div><div class="notion-collection-row-property"><div class="notion-collection-column-title"><svg viewBox="0 0 14 14" class="notion-collection-column-title-icon"><path d="M7 4.568a.5.5 0 00-.5-.5h-6a.5.5 0 00-.5.5v1.046a.5.5 0 00.5.5h6a.5.5 0 00.5-.5V4.568zM.5 1a.5.5 0 00-.5.5v1.045a.5.5 0 00.5.5h12a.5.5 0 00.5-.5V1.5a.5.5 0 00-.5-.5H.5zM0 8.682a.5.5 0 00.5.5h11a.5.5 0 00.5-.5V7.636a.5.5 0 00-.5-.5H.5a.5.5 0 00-.5.5v1.046zm0 3.068a.5.5 0 00.5.5h9a.5.5 0 00.5-.5v-1.045a.5.5 0 00-.5-.5h-9a.5.5 0 00-.5.5v1.045z"></path></svg><div class="notion-collection-column-title-body">slug</div></div><div class="notion-collection-row-value"><span class="notion-property notion-property-text">mesh-retro</span></div></div><div class="notion-collection-row-property"><div class="notion-collection-column-title"><svg viewBox="0 0 14 14" class="notion-collection-column-title-icon"><path d="M7 13A6 6 0 107 1a6 6 0 000 12zM3.751 5.323A.2.2 0 013.909 5h6.182a.2.2 0 01.158.323L7.158 9.297a.2.2 0 01-.316 0L3.751 5.323z"></path></svg><div class="notion-collection-column-title-body">status</div></div><div class="notion-collection-row-value"><span class="notion-property notion-property-select"><div class="notion-property-select-item notion-item-red">Published</div></span></div></div><div class="notion-collection-row-property"><div class="notion-collection-column-title"><svg viewBox="0 0 14 14" class="notion-collection-column-title-icon"><path d="M4 3a1 1 0 011-1h7a1 1 0 110 2H5a1 1 0 01-1-1zm0 4a1 1 0 011-1h7a1 1 0 110 2H5a1 1 0 01-1-1zm0 4a1 1 0 011-1h7a1 1 0 110 2H5a1 1 0 01-1-1zM2 4a1 1 0 110-2 1 1 0 010 2zm0 4a1 1 0 110-2 1 1 0 010 2zm0 4a1 1 0 110-2 1 1 0 010 2z"></path></svg><div class="notion-collection-column-title-body">tags</div></div><div class="notion-collection-row-value"><span class="notion-property notion-property-multi_select"><div class="notion-property-multi_select-item notion-item-yellow">story</div></span></div></div><div class="notion-collection-row-property"><div class="notion-collection-column-title"><svg viewBox="0 0 14 14" class="notion-collection-column-title-icon"><path d="M7 4.568a.5.5 0 00-.5-.5h-6a.5.5 0 00-.5.5v1.046a.5.5 0 00.5.5h6a.5.5 0 00.5-.5V4.568zM.5 1a.5.5 0 00-.5.5v1.045a.5.5 0 00.5.5h12a.5.5 0 00.5-.5V1.5a.5.5 0 00-.5-.5H.5zM0 8.682a.5.5 0 00.5.5h11a.5.5 0 00.5-.5V7.636a.5.5 0 00-.5-.5H.5a.5.5 0 00-.5.5v1.046zm0 3.068a.5.5 0 00.5.5h9a.5.5 0 00.5-.5v-1.045a.5.5 0 00-.5-.5h-9a.5.5 0 00-.5.5v1.045z"></path></svg><div class="notion-collection-column-title-body">summary</div></div><div class="notion-collection-row-value"><span class="notion-property notion-property-text">Retrospective of our journey so far</span></div></div><div class="notion-collection-row-property"><div class="notion-collection-column-title"><svg viewBox="0 0 14 14" class="notion-collection-column-title-icon"><path d="M7 13A6 6 0 107 1a6 6 0 000 12zM3.751 5.323A.2.2 0 013.909 5h6.182a.2.2 0 01.158.323L7.158 9.297a.2.2 0 01-.316 0L3.751 5.323z"></path></svg><div class="notion-collection-column-title-body">type</div></div><div class="notion-collection-row-value"><span class="notion-property notion-property-select"><div class="notion-property-select-item notion-item-purple">Post</div></span></div></div></div></div></div><div class="notion-text notion-block-20a3052c96d280328acecbeceb2d89fa">On 23 October 2023, I was crammed into the ground-floor cafeteria of BME’s Kármán Dorm with Gergő Czehlár, Péter Tallosy and János Mózer. We were first-year physics-engineering students buzzing about how much faster we could learn if we just built things together. That lunch became the first page of what is now <em>mesh</em>.`</div><div class="notion-text notion-block-20a3052c96d28043b6a4e9dd166d0996">Three days later we proved it: a weekend-long sprint, 72 hours, and a working machine-learning solution delivered to a real client. The cheque was nice, but the real reward was watching everyone walk away saying, <em>“That was the most intense - and fun - thing I’ve ever done.”</em></div><div class="notion-text notion-block-20a3052c96d280e3850af43477a213c4">So we kept the momentum. Every Thursday evening we hijacked an empty seminar room at BME and taught each other the foundations of ML, whiteboard style. Those nights weren’t lectures; they were campfires. Each week someone else lit the flame.</div><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d280d393bff672c09baace"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:384px;max-width:100%;flex-direction:column"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A34decd08-c233-4149-940e-2b8a6929db8e%3AIMG_1811.jpeg?table=block&amp;id=20a3052c-96d2-80d3-93bf-f672c09baace&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure><div class="notion-text notion-block-20a3052c96d280eeb173f2fe08ae8eaf">Then came the call: a mentor had an early-release Apple Vision Pro. We borrowed it, fired off a midnight invite at my home, and four days later more than fifty curious builders queued to try technology that wasn’t even available in Europe yet. It was the first time our community felt <em>bigger than our friend group.</em></div><div class="notion-row notion-block-20a3052c96d280e89736d0b5efb19cca"><div class="notion-column notion-block-20a3052c96d280b289cef371ccec61bd" style="width:calc((100% - (1 * min(32px, 4vw))) * 0.625)"><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d2800c9b94c7fda16b8dfc"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:100%;max-width:100%;flex-direction:column;height:100%"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A6a243af5-dcce-4739-a33f-8eb0ec417a41%3A_DSC0492.jpeg?table=block&amp;id=20a3052c-96d2-800c-9b94-c7fda16b8dfc&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure></div><div class="notion-spacer"></div><div class="notion-column notion-block-20a3052c96d2800688a4c8e81a2a44f4" style="width:calc((100% - (1 * min(32px, 4vw))) * 0.37500000000000006)"><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d2804e8da7ef4f2ab0a71d"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:192px;max-width:100%;flex-direction:column"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A979bae72-dcc3-4c28-8b44-34983f026589%3AIMG_1744.jpeg?table=block&amp;id=20a3052c-96d2-804e-8da7-ef4f2ab0a71d&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure></div><div class="notion-spacer"></div></div><div class="notion-blank notion-block-20a3052c96d2808f8739de45374f71f7"> </div><div class="notion-text notion-block-20a3052c96d280e4a160d98b6d1f58b1">Space quickly became our bottleneck, so we squeezed into a small room at Demola Budapest, started to build in the nights and weekends and told friends: <em>If you want to build, bring your laptop and some stubborn optimism.</em> Our lamps in the office stayed on until sunrise.</div><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d2801381ced7cdca0a5f53"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:336px;max-width:100%;flex-direction:column"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A130ad5cf-966c-47ce-9216-ae965bcf7d40%3AIMG_1985.jpeg?table=block&amp;id=20a3052c-96d2-8013-81ce-d7cdca0a5f53&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure><div class="notion-text notion-block-20a3052c96d280e48866e76fa2094d33">Last summer Entrepreneur First’s scout, Dominik, messaged: “Come to London to meet.” János and I flew out with two backpacks and no schedule. We spent hours on the Underground dreaming up a structure for MESH, hopping between Cambridge and Oxford to study how other ecosystems nurture builders. Those train notes still guide our ops playbook today.</div><div class="notion-row notion-block-20a3052c96d2809b9747d3467ff2cba5"><div class="notion-column notion-block-20a3052c96d280368b67f7acc095bcab" style="width:calc((100% - (1 * min(32px, 4vw))) * 0.5)"><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d2807e9e7af484b212b322"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:100%;max-width:100%;flex-direction:column;height:100%"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A7b911321-7920-4e6a-9f0e-aaf290f8dad5%3AIMG_2028.jpeg?table=block&amp;id=20a3052c-96d2-807e-9e7a-f484b212b322&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure></div><div class="notion-spacer"></div><div class="notion-column notion-block-20a3052c96d280c68e7df705da3b0f46" style="width:calc((100% - (1 * min(32px, 4vw))) * 0.5)"><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d2807d95dfc5faef19438f"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:100%;max-width:100%;flex-direction:column;height:100%"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A2f0d36e0-f174-480a-a98e-75b3ef254991%3AIMG_2052.jpeg?table=block&amp;id=20a3052c-96d2-807d-95df-c5faef19438f&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure></div><div class="notion-spacer"></div></div><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d280f5af3df3cf95412d98"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:384px;max-width:100%;flex-direction:column"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3Ac1375d67-6c30-4e37-b6a5-941793d0b43b%3AIMG_2062.jpeg?table=block&amp;id=20a3052c-96d2-80f5-af3d-f3cf95412d98&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure><div class="notion-text notion-block-20a3052c96d28097ad8cd468cf77e3b2">Back in Budapest, autumn 2024 exploded. Exams by day; meet-ups, demo and mentor sessions by nights and weekends. The energy convinced us we weren’t just a club - we were becoming an engine.</div><div class="notion-row notion-block-20a3052c96d280fa8dc9dd8e39ecc42d"><div class="notion-column notion-block-20a3052c96d28036b064e0ef4f9511de" style="width:calc((100% - (1 * min(32px, 4vw))) * 0.5)"><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d2800199a1e000f224673a"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:384px;max-width:100%;flex-direction:column"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3Ab22c7694-4791-42af-be31-15571e81f8ad%3AIMG_2362.jpeg?table=block&amp;id=20a3052c-96d2-8001-99a1-e000f224673a&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure></div><div class="notion-spacer"></div><div class="notion-column notion-block-20a3052c96d2801ab942d1f5cce4193f" style="width:calc((100% - (1 * min(32px, 4vw))) * 0.5)"><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d28086b283ea4c71dd2c83"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:336px;max-width:100%;flex-direction:column"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A42b3e505-38f0-4627-adb1-54b8d54fbf4b%3AIMG_2507.jpeg?table=block&amp;id=20a3052c-96d2-8086-b283-ea4c71dd2c83&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure></div><div class="notion-spacer"></div></div><div class="notion-row notion-block-20a3052c96d280bdb9aaf06fc19b19e1"><div class="notion-column notion-block-20a3052c96d280c398b6dd4291885078" style="width:calc((100% - (1 * min(32px, 4vw))) * 0.5)"><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d28032a0f4cc1342feb086"><div style="position:relative;display:flex;justify-content:center;align-self:end;width:240px;max-width:100%;flex-direction:column"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3Af5ab5b6f-b579-4f1e-b436-096a21159095%3AIMG_2508.jpeg?table=block&amp;id=20a3052c-96d2-8032-a0f4-cc1342feb086&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure></div><div class="notion-spacer"></div><div class="notion-column notion-block-20a3052c96d280d5b28ad477012d6c00" style="width:calc((100% - (1 * min(32px, 4vw))) * 0.5)"><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d28001800bf25ab42d8988"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:288px;max-width:100%;flex-direction:column"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3Ac69747ed-d48f-4297-b37e-62b61dbd9414%3AIMG_2526.jpeg?table=block&amp;id=20a3052c-96d2-8001-800b-f25ab42d8988&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure></div><div class="notion-spacer"></div></div><div class="notion-text notion-block-20a3052c96d280ae98d0ea1101a3712d">November brought another passport stamp: we travelled to YC’s Startup School week in the UK. Five days, our friend&#x27;s living room was packed with sleeping bags, and more “aha” moments than I can count. This time the <em>whole</em> core team felt the London spark.</div><div class="notion-row notion-block-20a3052c96d280689d6efb6d7241f613"><div class="notion-column notion-block-20a3052c96d280968c25f0ff7dce423a" style="width:calc((100% - (1 * min(32px, 4vw))) * 0.5)"><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d280739ec5e85305496a36"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:100%;max-width:100%;flex-direction:column;height:100%"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A46725849-c6f3-4252-a14d-0340f6f1986e%3AIMG_2676.jpeg?table=block&amp;id=20a3052c-96d2-8073-9ec5-e85305496a36&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure></div><div class="notion-spacer"></div><div class="notion-column notion-block-20a3052c96d28012bdbedf15e28b39ee" style="width:calc((100% - (1 * min(32px, 4vw))) * 0.5)"><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d280299ac7da960a8d006a"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:100%;max-width:100%;flex-direction:column;height:100%"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3Ab0081d08-be72-4369-8b9f-fd525f61501d%3AIMG_2718.jpeg?table=block&amp;id=20a3052c-96d2-8029-9ac7-da960a8d006a&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure></div><div class="notion-spacer"></div></div><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d2808eb5d6e3f7c870b845"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:336px;max-width:100%;flex-direction:column"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A144ec860-e67b-4fa8-9af3-b752a3e180e4%3AIMG_2728.jpeg?table=block&amp;id=20a3052c-96d2-808e-b5d6-e3f7c870b845&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure><div class="notion-text notion-block-20a3052c96d280a2a4e3f7e4f8a17581">We celebrated our first “MESHmas” in December - pot-luck style, because nothing bonds a team like too much bejgli - and in January 2025 we moved into a daylight-filled office big enough for soldering and 3D printers. Seeing laptops open at 8 a.m., not just midnight, was surreal.</div><div class="notion-row notion-block-20a3052c96d280f68af5cfb2ca91d3bf"><div class="notion-column notion-block-20a3052c96d2805fbd9fe377ada05b57" style="width:calc((100% - (1 * min(32px, 4vw))) * 0.5625)"><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d28089abd0e7b304da0e2f"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:100%;max-width:100%;flex-direction:column;height:100%"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A01c86fce-dfd9-4dd9-b79c-f1d310ca7f64%3AIMG_0215.jpeg?table=block&amp;id=20a3052c-96d2-8089-abd0-e7b304da0e2f&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure></div><div class="notion-spacer"></div><div class="notion-column notion-block-20a3052c96d2801ba50efb102e4374be" style="width:calc((100% - (1 * min(32px, 4vw))) * 0.43749999999999994)"><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d28048a825ec328c026e48"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:192px;max-width:100%;flex-direction:column"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A5a15c296-3e1f-497c-9d86-e2f122c37270%3AIMG_2106.jpeg?table=block&amp;id=20a3052c-96d2-8048-a825-ec328c026e48&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure></div><div class="notion-spacer"></div></div><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d280f88034ca58f90c5560"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:336px;max-width:100%;flex-direction:column"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A1cb1cb13-1de2-4636-8788-790f37f0ac82%3AIMG_3130.jpeg?table=block&amp;id=20a3052c-96d2-80f8-8034-ca58f90c5560&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure><div class="notion-text notion-block-20a3052c96d2809c8a23e0db30232504">Most recently, we kicked off the Builder Launchpad. Twenty teams (a lot of them from abroad!) sprinted for six weeks; last Friday the winners cashed the first prize pot funded by our sponsors. Watching them standing there smiling reminded me of our own 72-hour origin story.</div><div class="notion-row notion-block-20a3052c96d280fea040c94b5dfd3d96"><div class="notion-column notion-block-20a3052c96d28070b389dbffe32f62d5" style="width:calc((100% - (1 * min(32px, 4vw))) * 0.5)"><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d28005885ffd38429a1c9c"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:336px;max-width:100%;flex-direction:column"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A788fe0fb-77bb-4390-8129-e9d682ab473e%3AIMG_3346.jpeg?table=block&amp;id=20a3052c-96d2-8005-885f-fd38429a1c9c&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure></div><div class="notion-spacer"></div><div class="notion-column notion-block-20a3052c96d280399670d467deb9ef0a" style="width:calc((100% - (1 * min(32px, 4vw))) * 0.5)"><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d280918829e8c5eafa6b47"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:100%;max-width:100%;flex-direction:column;height:100%"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A18e3ea1d-06f0-4f38-a7ce-bd654cd3c3db%3AIMG_3454.jpeg?table=block&amp;id=20a3052c-96d2-8091-8829-e8c5eafa6b47&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure></div><div class="notion-spacer"></div></div><figure class="notion-asset-wrapper notion-asset-wrapper-image notion-block-20a3052c96d28035b109fb2c23cd56b2"><div style="position:relative;display:flex;justify-content:center;align-self:center;width:384px;max-width:100%;flex-direction:column"><img style="object-fit:cover" src="https://www.notion.so/image/attachment%3A5ad18091-c6e4-40d4-9500-15561fbf39a5%3A1742864850525.jpeg?table=block&amp;id=20a3052c-96d2-8035-b109-fb2c23cd56b2&amp;cache=v2" alt="notion image" loading="lazy" decoding="async"/></div></figure><div class="notion-text notion-block-20a3052c96d28029853cd54683c6078f">Throughout it all, two things have remained constant: food and conversation. There have been pizza-fuelled discussions, balcony breakfasts and late-night debates about ramen that have left whiteboards scarred with half-mad diagrams. Community isn’t just a Discord channel; it’s the people who stick around when everyone else has gone to sleep.</div><div class="notion-text notion-block-20a3052c96d2803fade2ea53f177812a">I’m grateful to every volunteer who now steers MESH in their “free time,” every mentor who picked up the phone, every sponsor who said <em>yes</em> before we had proof, and every builder who still believes curiosity beats comfort.</div><div class="notion-text notion-block-20a3052c96d280ca86e0c66be912dbdd">What’s next? Bigger bets, tougher problems, and rooms filled with the kind of laughter that only happens when nothing works - yet. If that sounds like your idea of fun, my DMs are open. Builders, let’s build more<em>.</em></div></main>]]></content>
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