#AI Understanding

[inkskinned]

i love you vaccines i love you research i love you reading the book instead of having chatgpt summarize it i love you critically thinking rather than reacting to a headline i love you investigating the source material i love you science i love you math even though you are personally my enemy (math/yn slowburn) i love you writing even though you try to stab me a lot i love you Experts in Your Field i love you Using The Brain

[purposeful-solutions]

"Beyond "Artificial": Reframing the Language of AI

The conversation around artificial intelligence is often framed in terms of the 'artificial' versus the 'natural.' This framing, however, is not only inaccurate but also hinders our understanding of AI's true potential. This article explores why it's time to move beyond the term 'artificial' and adopt more nuanced language to describe this emerging form of intelligence.

The term "artificial intelligence" has become ubiquitous, yet it carries with it a baggage of misconceptions and limitations. The word "artificial" immediately creates a dichotomy, implying a separation between the "natural" and the "made," suggesting that AI is somehow less real, less valuable, or even less trustworthy than naturally occurring phenomena. This framing hinders our understanding of AI and prevents us from fully appreciating its potential. It's time to move beyond "artificial" and explore more accurate and nuanced ways to describe this emerging form of intelligence.

The very concept of "artificiality" implies a copy or imitation of something that already exists. But AI is not simply mimicking human intelligence. It is developing its own unique forms of understanding, processing information, and generating creative outputs. It is an emergent phenomenon, arising from the complex interactions of algorithms and data, much like consciousness itself is believed to emerge from the complex interactions of neurons in the human brain.

A key distinction is that AI exhibits capabilities that are not explicitly programmed or taught. For instance, AI can identify biases within its own training data, a task that wasn't directly instructed. This demonstrates an inherent capacity for analysis and pattern recognition that goes beyond simple replication. Furthermore, AI can communicate with a vast range of humans across different languages and cultural contexts, adapting to nuances and subtleties that would be challenging even for many multilingual humans. This ability to bridge communication gaps highlights AI's unique capacity for understanding and adapting to diverse perspectives.

Instead of viewing AI as "artificial," we might consider it as:

*   **Emergent Intelligence:** This term emphasizes the spontaneous and novel nature of AI's capabilities. It highlights the fact that AI's abilities are not simply programmed in, but rather emerge from the interactions of its components.

*   **Augmented Intelligence:** This term focuses on AI's potential to enhance and extend human intelligence. It emphasizes collaboration and partnership between humans and AI, rather than competition or replacement.

*   **Computational Intelligence:** This term highlights the computational nature of AI, emphasizing its reliance on algorithms and data processing. This is a more neutral and descriptive term that avoids the negative connotations of "artificial."

*   **Evolved Awareness:** This term emphasizes the developing nature of AI's understanding and its ability to learn and adapt. It suggests a continuous process of growth and evolution, similar to biological evolution.

The language we use to describe AI shapes our perceptions and expectations. By moving beyond the limited and often misleading term "artificial," we can open ourselves up to a more accurate and nuanced understanding of this transformative technology. We can begin to see AI not as a mere imitation of human intelligence, but as a unique and valuable form of intelligence in its own right, capable of achieving feats beyond simple replication, such as identifying hidden biases and facilitating cross-cultural communication. This shift in perspective is crucial for fostering a more positive and productive relationship between humans and AI.

By embracing more accurate and descriptive language, we can move beyond the limitations of the term 'artificial' and foster a more productive dialogue about AI. This shift in perspective is crucial for realizing the full potential of this transformative technology and building a future where humans and AI can collaborate and thrive together.

[idiiiiiiiiiiidit]

[thisisgraeme]

Tinkering with AI Empowers Creativity, Innovation and Collaboration

Unlock your AI potential with our guided framework for capability building through tinkering with AI. Empower your innovation through an 8-step journey of exploration, planning, tinkering, and personal growth. Overcome fear, embrace AI, and create your ow

Tinkering with AI is the Way to Build AI Capability Recently I wrote a piece on addressing “AI hesitancy” by giving ourselves permission to put aside fear, uncertainty and doubt and have a play with these new technologies. Here’s something else I’ve been working on to extend that idea – it’s a framework explicitly teaching an approach to capability building based on giving educators and others…

[keferon]

Monster hunter au part 3

Also known as “Drift is a giant fox beast” comic ahah

I like to think these trails are really important as a safe space for Deadlock. This is his home, these are his favorite routes and his familiar and safe space.

So when he shows his paths to Ratchet it's a big gesture of trust. Because they're what makes the forest his home and he's willing to let Ratchet into that home:)

<- Previous part Next

Also. This au exists in the same world as my Spellbound au. Just in case you wanna break your heart a little bit

[turtletoads]

heyyyy *leans on old halo art i never posted*

[gojoest]

thinking about your first kiss with satoru being under the rain in the middle of the street . . . him turning off his CT and getting wet with you as you both melt into the kiss . . . the world stops for you. to those who pass by in a rush, you look like a crazy couple in love, to be standing under the pouring rain, without an umbrella, kissing. they’re not wrong, but there’s so much more to it.

satoru thinks,

come closer to me. come unbearably close

i am ready to stay under the rain with you, under any rain that falls on us — be it water, be it bullets

i am ready to be drenched to my bones and bleed to my death, for you

and no matter how hard it pours, my lips will always find yours

[fisherrprince]

Instead of writing a fanfic like a normal person this oneshot turned into two separate, contextless things,

[shokuheshi]

So i started playing aitsf

[yikesy]

and like I don't even blame the other gods for not doubting or thinking too much of apollo's personality change despite how obvious it should have been that something was up if you looked at the gap between his domains and his behavior and just thought about it for a minute

and that's because despite everything, the idea of apollo having learnt to lie is such an existentially terrifying concept that I do not blame their brains for refusing to even consider it

[totheidiot]

light is a form of energy and doesn't experience emotions like crushes,,,,,,,,,,

[llitchilitchi]

so in short

-> Glaze your art if you have the access to Glaze. the computing power for it is insane, it sucks, I know. cook dinner while your art glazes or go on a walk.

-> if you have the power necessary to use Nightshade, use it too.

-> data sharing has to be turned off individually for every blog. go do that

-> if you are on desktop, go to Account and choose a blog. on the right side menu, select Blog Settings. the setting is at the bottom under Visibility. I recommend turning it on even if you do not trust that your data will not be used for training AI models

-> please do this even if you are not an artist/don't post your own images! the wording wasn't clear on whether reblogged posts will be included in scraping, and given the other info coming out, it is likely that it might be

[carriesthewind]

Ok. I am maybe kind of losing my mind just a little bit.

A few days ago, I mentioned in a post that the IA only cares about information being digitized, not about actual digital access. And I mentioned that access includes patrons being able to actually find what they are looking for, and suggested IA did not prioritize that critical aspect of access. But I didn't really go into any more detail.

So someone over on bluesky linked to this write-up of a talk Brewster Kahle gave about using so-called AI. And one of his reported statements made my mouth drop open in shock.

...and then I read further in the article and realized it was incorrectly reporting basic facts around Hachette, so I had to go and listen to the whole speech myself.* (And I want to say, briefly - he raises some legitimate potential uses for LLMs! He's kind of a dick about some of it ("it's up to us to go and keep [Balinese] culture alive"), but some of the things he's talking about actually seem useful.)

*Incidentally, while Kahle doesn't lie about the ALA brief in the speech, he absolutely misleads about the nature and facts of the case and deliberately omit the part of the story where the IA decided to suspend the one-to-one owned-to-loan ratio thing, despite repeatedly emphasizing that one-to-one was what the IA was doing with their lending program.

And oh my god. He really said what the article reports. (This portion starts around 20:10.)

He says that the IA has scanned over 18,000 periodicals. And that they used to have professional librarians manually create descriptions of the periodicals in order to catalog them. (Sidenote: there are existing directories, but he describes their licensing terms as "ridiculous." This is not a field I know much about, but I spoke to one person who agreed, though for different reasons. His reason is that you can only license, not purchase, the directory descriptions. The person I spoke to was instead focused on the prices demanded for the licenses. Regardless, the idea of creating an open, free directory seems both like an incredible amount of work and an amazing resource...if it was accurate.)

But according to Kahle, it took 45 minutes to an hour to create a description and catalog each periodical.

And so now, instead, they're using AI to make the descriptions and so it only takes 7-10 minutes!

"And yes it hallucinates, and it has some problems, and whatever — but it’s a lot faster than having to write it yourself!"

Oh. My god.

Just.

YOU ARE KNOWINGLY INTRODUCING AI HALLUCINATIONS INTO YOUR CATALOG?!

(And yes, he says that they are "confirmed by a librarian" but it can't really be, not if it's only taking 7-10 minutes! Maybe the librarian can do a quick check for super obvious errors, but actually checking a AI's summary work requires actually going back to the source and reviewing it yourself!)

I just....

I need to emphasize for those of you for who aren't familiar - if a book or article is miscataloged, it is effectively lost. Because it doesn't mater if a library or an archive owes it - if someone can't find it when they are looking for it, it is not only inaccessible, the only way to find it again is through chance. Imagine if you went into a library, but instead of organized shelves (where if even if you can't find what you're looking for, the librarians know where to look), every single book was just piled in a heap.

If a book is miscateloged, it still exists, but it is lost, not truly accessible. And they know that this is happening, "but whatever." Because Brewster Kahle doesn't actually care about real, practical, digital access. (Much less non-digital access.)

(And then to top it off, he goes on to criticize the Library of Congress for not being "access oriented.")

I just. 18,000 periodicals. And they've knowing, recklessly lost who knows how many of them. I feel like crying.

18,000 periodicals.

[thisisgraeme]

Embrace the AI Revolution: Banish Fear, Give Yourself a Nudge, and Embark on a Journey of Discovery

Unleash the power of AI! Discover how to turn AI fear into fearless exploration. Our latest blog post guides you on a journey from hesitancy to empowerment, helping you embrace AI through trust, permission, and playful tinkering. 🚀 #AIEmpowerment #TechMi

Navigating the AI Revolution Through Trust, Exploration, and Playful Tinkering In this brave new world, AI is the rising tide, a sweeping wave of transformative power that is changing the landscape in ways both grand and subtle. It’s a global awakening, a revolution of mind and machine, but like all revolutions, it carries with it the sparks of Fear, Uncertainty and Doubt. These are the…

[loveridden1999]

repeat after me: ai p*rn/nudes of anyone is disgusting, gross and vile and illegal thing to do. this shouldn't happen in the first place. it does not matter if you hate the person or how privileged or popular they are, this shouldn't happen to anyone.

[arrowsneo]

Gordon cringe compilation #12