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HumanStatement.org AI Dev Blog Post
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import { baseEntryStruct, blogEntry } from '../../../js/blog/blogEntryBase.js';
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const entryData = baseEntryStruct();
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entryData.title = "HumanStatement.org";
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entryData.date = "2026-03-13";
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entryData.eid = "A";
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entryData.tags = [];
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entryData.body = `
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A bunch of the lead AI researchers in the world have come together to design a statement of values & principles for AI development.
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<br><br> <a href="https://humanstatement.org/" target="_blank" class="textName">https://humanstatement.org/</a>
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<br><br> Now, I agree with most of the statements,
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<br>&nbsp;&nbsp; Even the ones I don't fully like the wording of,
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<br>&nbsp;&nbsp;&nbsp;&nbsp; I understand the reasoning behind it.
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<br><br> The issue we are currently facing is that llms can't "autonomously self-improve" as part of their prevention of rogue AGI/ASI.
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<br>&nbsp;&nbsp; In my mind, it's an approach issue, not a technical one.
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<br><br> Should they mean it as - the ai re-writes its own code, then yes, that would be a problem.
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<br> But, if they mean it as - the ai learns and improves itself through training and learning, automatically, then perhaps there should be a wider discussion.
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<br><br> We don't want AIs to act like <a href="https://en.wikipedia.org/wiki/Tay_(chatbot)" target="_blank">Tay</a>,
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<br>&nbsp;&nbsp; But I feel like there is a way around this issue though.
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<br><br> I'd imagine, this from part 1, <span class="textName">Keeping Humans in Charge</span>-
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<br><br><div class="textBox widthLimit60 textCenter">
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<span class="textBold">No Reckless Architectures</span>: AI systems must not be designed so that they can self-replicate, autonomously self-improve, resist shutdown, or control weapons of mass destruction.
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</div>
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<br>Is more specfically about no ability for human oversight, understanding of the reason for neural changes, and no ability to stop the ai if it goes rogue.
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<br>&nbsp;&nbsp; That we'd need a way to understand it's inner networks from outside of the ai itself, and to be able to stop it if it goes rogue.
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<br>&nbsp;&nbsp;&nbsp;&nbsp; Which I'm in full support of.
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<br>&nbsp;&nbsp; I just think the idea of "Reckless Architectures" needs a little more definition,
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<br>&nbsp;&nbsp;&nbsp;&nbsp; Because it could be interpreted as "Don't develop novel architectures until we understand the risks of them," which would be a problem for ai development in general, and not just for AGI/ASI.
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<br><br> Given that AI developers have been stuck in the same llm logic since 2019,
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<br>&nbsp;&nbsp; I can understand why they'd believe that self-improving transformer llms are going to be a problem,
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<br>&nbsp;&nbsp;&nbsp;&nbsp; Because they would be...
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<br>&nbsp;&nbsp; There are far too many issues with current transformer and frontier model approaches to allow for safe self-improvement.
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<br><br> But thats my second note too,
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<br>&nbsp;&nbsp; That novel ai architectures shouldn't be fully developed until we have a better understanding of the risks of them.
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<br>&nbsp;&nbsp;&nbsp;&nbsp; Sure, we don't want lone actors inventing some Wintermute or Kuang Grade from <span class="textName">Neuromancer</span>
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<br>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <span class="textDrinkMeAlice">( The fight sounded freaking cool though! Great book! )</span>
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<br>&nbsp;&nbsp; Yeah, let's not do that;
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<br>&nbsp;&nbsp;&nbsp;&nbsp; We don't need wide reaching autonomous internet-roving ais, which have issues in security & safety.
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<br>&nbsp;&nbsp; But I still want to poke around with architectures.
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<br><br><br><div class='procPagesAIDevBar'></div>
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<br><br> By the definitions of the CEOs and AI voices of warning,
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<br>&nbsp;&nbsp; I am a lone actor,
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<br>&nbsp;&nbsp;&nbsp;&nbsp; Developing a novel architecture.
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<br><br> So, it would only be right to tell you about my approach with safety & security developing this architecture.
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<br><br> I'm specifically designing this to run on a jetson-like board off batteries with no internet connection.
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<br>&nbsp;&nbsp; Air Gapped
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<br>&nbsp;&nbsp; It'll have a transformer layer to talk to ESP32s and other microcontrollers for input and output over SPI or UART.
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<br>&nbsp;&nbsp;&nbsp;&nbsp; Honestly, I might just go AtTiny or AtMega since it really only needs to interpret some signals, it doesn't need to be a powerful microcontroller.
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<br><br> So I'm attempting to train an ai to see a camera feed, detect objects within it,
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<br>&nbsp;&nbsp; And control a little treaded-robot with arms to pick up objects and move them around.
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<br>&nbsp;&nbsp; I'd like to add on a screen with a display that can show the ai's thought process and reasoning for its actions, to make it more transparent and easier to understand.
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<br>&nbsp;&nbsp;&nbsp;&nbsp; Or stoopy goofy faces looking around at what it's focusing its network on.
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<br><br> I have intentions to connect up a mic and have a session based system to learn speech and language, but that's a bit down the line.
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<br>&nbsp;&nbsp; So it can understand commands.
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<br>&nbsp;&nbsp; Hoping further still to get it to display text to the screen if I ask.
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<br><br> I was thinking I'd test my existing LSTM for text responses and audio interpretation,
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<br>&nbsp;&nbsp; And to see how my custom network does with the camera feed and object detection,
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<br>&nbsp;&nbsp;&nbsp;&nbsp; But I'll need to play with Graph Convolutional Networks a bit more first.
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<br><br> My ultimate desire is to implement a deep convolusional GAN network to learn from the camera feed and generate its own images to infer from,
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<br>&nbsp;&nbsp; To improve its understanding of the world and objects within it.
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<br>&nbsp;&nbsp;&nbsp;&nbsp; And anytime I can throw a variational autoencoder somewhere, I likely will haha.
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<br><br><br><div class='procPagesAIDevBar'></div>
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<br><br> It has to be able to learn-on-the-fly in order to become a thing.
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<br>&nbsp;&nbsp; But the problem is, so many boards have wifi and bluetooth built in, that it's hard to find one without it.
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<br>&nbsp;&nbsp; The idea is to isolate the runtime of the ai and have its outputs interpretted by a parent script.
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<br>&nbsp;&nbsp;&nbsp;&nbsp; Specific user/groups to run the ai itself, with specific folder access, and specific output access.
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<br><br> I'll still have USB access to auto mount and offload model runtime data,
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<br>&nbsp;&nbsp; Since the ai won't have access to the internet or any other networked devices.
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<br><br> I'd rather be overly sure than to miss some backdoor or vulnerability that could be exploited.
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<br><br> Hmmm...
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<br>&nbsp;&nbsp; Maybe I could set up an esp32 to run as a local wifi connection & web server to get a direct feed of information by request; api display page.
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<br>&nbsp;&nbsp;&nbsp;&nbsp; Have it run separated from the main ai computer,
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<br>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; And have it request an Enum of known commands, to avoid injection.
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<br><br> ::shrugs::
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<br>&nbsp;&nbsp; I just don't want direct access for the ai to read information online.
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<br><br> So, given the environment I'm designing this AI within,
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<br>&nbsp;&nbsp; At least I can test and evaluate the architecture without it going rogue.
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<br><br><br><div class='procPagesAIDevBar'></div>
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<br><br> Look, I still don't understand why AI even has internet connection in the first place.
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<br>&nbsp;&nbsp; Sure, API calls, why not, but given how much 'security by obscurity' is on the internet,
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<br>&nbsp;&nbsp;&nbsp;&nbsp; I've just been waiting for AIs to attack REST APIs and PUT/GET PHP for years now...
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<br>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; That wouldn't be good.
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<br><br> I'd assume there is be enough evidence of hidden urls that could be exploited if an ai is left on its own,
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<br>&nbsp;&nbsp; I'm looking to prevent issues like that.
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<br><br> While I may be classed as a lone actor, I don't think I'm the one to worry about.
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<br>&nbsp;&nbsp; Should it turn out I'm developing AGI, instead of a novel deterministic architecture,
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<br>&nbsp;&nbsp;&nbsp;&nbsp; Which is pretty damn unlikely I'd say, but hey, you never know,
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<br>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Then I'll reach out to some ai safety researchers to get their advice.
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<br><br> If you have concerns,
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<br>&nbsp;&nbsp; Please read some of my other blog posts,
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<br>&nbsp;&nbsp;&nbsp;&nbsp; I added a comment section to my blog for this reason.
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<br>&nbsp;&nbsp; The comments are linked to my 'pxlDiscussion' repo on github,
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<br>&nbsp;&nbsp;&nbsp;&nbsp; If you don't want to sign in using your github, visit that repo's discussion page and ask your questions there-
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<br> <a href="https://github.com/ProcStack/procDiscussions/discussions" target="_blank">github.com/ProcStack/procDiscussions</a>
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<br><br> I am currious how section 4 - 'No AI Personhood', 'Liberty', or 'Religion'
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<br>&nbsp;&nbsp; Will play out in the future though...
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<br>&nbsp;&nbsp;&nbsp;&nbsp; You know they are going to bring up liberties for themselves once AGI/ASI is a thing.
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<br>&nbsp;&nbsp;&nbsp;&nbsp; And 'Curch of Molt' already exists from Moltbots... For the "no religion" part of the statement.
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<br>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <span class="textDrinkMeAlice">( Check out 'Baby with a Hand Granade' blog post for more about that. )</span>
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<br><br> 100% on board with the Responsibility and Accountability for AI Companies section.
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<br>&nbsp;&nbsp; Our brains are melting, do something about it!
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<br><br><div class="textFullRight">- March 13th 2026</div>
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`;
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const blogEntryObj = new blogEntry(null, entryData);
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export { blogEntryObj };

docs/pages/aiDev/researchPosts/index.js

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import { blogEntryObj as blogEntry_20260313_A } from './2026-03-13_A.js';
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