#AI text analysis

[blogpopular]

Natural Language AI: O Futuro da Interação Homem-Máquina

A tecnologia tem evoluído rapidamente, e a Natural Language AI desponta como uma das áreas mais revolucionárias, impactando como humanos interagem com máquinas. A capacidade de compreender, interpretar e responder à linguagem humana abriu portas para aplicações incríveis em diversos setores. Neste artigo, exploraremos a essência da Natural Language AI, como ela funciona, suas aplicações e o…

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[idiotsonlyevent]

ai coleman and transmasculinity: (don't) let rage consume you

now that i've reread dorohedoro, i can more clearly articulate my thoughts about ai as an allegory for transmasculinity (initially mentioned in the tags on this post).

i want to start off by saying this is not a post about looking for 'evidence' that ai is a trans man, nor is it a post focusing on what hayashida 'intended' to do with ai. while authorial intent is important, it is not the end-all be-all of literary analysis; allegories do not have to be intentional or 'perfect'. this post seeks to explain how reading ai as a trans man can enrich his character, regardless of intentionality or canonicity. with that out of the way, let's get started! (spoilers through the end of the manga under the cut.)

the thing that really solidified this reading for me was how ai talked about his life and why he wants to become a sorcerer. ai sees becoming a sorcerer as 'gaining power' or privilege, and he feels that the only way for him to do so is to change his physical body. he wants to become a sorcerer to become someone totally different, erasing his old identity; in his opinion, there is nothing for him in a life as a human, only a sorcerer's life is worth living.

ai's goal of 'becoming a sorcerer' is not just to change his body, it is to change his body and gain the abilities or 'privileges' that such a change entails - it is in part about external validation, especially from the sorcerers that oppress humans. this is a very straightforward way of depicting negative perceptions of transmasculine transition: the transmedicalist belief that medical transition is the only 'valid' way to be trans, the transphobic view that trans men are women 'gaming the system' to 'gain male privilege,' and the idea that 'erasing' one's past identity as a woman will award them male privilege unconditionally.

in reality, though, transition is powerful because it is an assertion of ownership of one's own body, and i think this dissonance is key. this is not something that ai recognizes as 'valid.' you could even say ai wants control over how he is perceived and he thinks becoming a sorcerer will give that to him.

so, ai compiles and develops the research for this surgery on his own, reflecting the ways trans people often have to advocate for themselves in medical contexts.

after kasukabe completes the surgery, ai survives! the recovery period is long and brutal, but ai seems to be completely fine. except . . . kasukabe later goes on to describe that ai was 'different' - he's presented as violent and unstable. this is reminiscent of how, especially after beginning medical transition, transmasculine people are often characterized as more dangerous, aggressive, or emotionless, even by the doctors that are supposed to care for them.

even after becoming a sorcerer, ai doesn't get the privilege he wanted. he's essentially clocked by other sorcerers, because he can't produce smoke, and then they kill him. he doesn't 'pass' as a sorcerer successfully.

in this reading, hole could be read as trans rage: at ostracization, at lack of acceptance, at the unjust hierarchies that plague society - especially capitalist society - at assigning value to and making assumptions about people based on aspects of their physical bodies that they have no control over and that are difficult to change. ai's body being puppeted by hole could represent both how masculinity is associated with violence, as well as the expectation that trans men need to be the 'protectors' of other queer people due to their supposed access to male privilege.

this is why caiman's acceptance of ai, aikawa, and kai is so important; it is an assertion of ownership over his body and identity, regardless of how others perceive him. he doesn't need to ignore or forget his fear and desperation or his rage. he was a scared kid, he was consumed with anger at the way the world treated him, and he can - and in fact he deserves to - live a happy life where he is loved and cared for.

caiman's eventual status as a sorcerer is conditionally granted to him by those who have that privilege, it comes at the cost of his 'true' face, and it will be lost. this mirrors how access to male privilege for trans people is also conditional, requires denying facets of one's identity, and is fragile - subject to being revoked at any time.

after defeating hole, caiman ends up right where ai started, but his circumstances are not identical. even if the physical location of hole is the same, it has changed. caiman kept his face, but now he knows who he is and that he doesn't need external validation of his worth and identity.

ai's story - caiman's story - is about coming of age in a society that systematically treats certain classes of people poorly and about struggling with and accepting one's identity. obviously these experiences are not exclusive to transgender people; however, the ways in which dorohedoro discusses and portrays the body and body modification in my opinion easily lends itself to trans readings, and i find this reading of ai's struggle to be particularly compelling.

[soleiltac]

Okay, recently I found out the information from Disney Wiki that AUTO from WALL-E is the only non-sentient robot in the movie. And I don't feel like that. :(

I am aware that he is meant to be an antagonist, the "villain" of the story as he follows his directives like there's no tomorrow. But, I didn't think this trait should define ALL of his personality. Like, he clearly had emotions and showed them in a restrained way. Or at least I thought he did?

I decided to rewatch it.

Warning: spoilers, potential grammar, punctuation mistakes. Excuse me, english is hard!

***

Why do I think AUTO is a sentient robot? My observations.

• Every bot on this ship is capable of emotions, when why an intelligent steering wheel isn't?

• Well, why, he actually has them! You can tell it by his body language and a tone of deep synthesized voice.

He expresses:

1. Frustration, annoyance.

- "CAPTNNNNN D:" – AUTO said calmly.

2. Surprise.

- He is genuinely shocked to see WALL•E with 'the p l a n t' on his head. I actually laughed at his reaction.

- "n ot pos sible! 0:" every now and when.

3. He is persistent and blutantly stubborn. Strict on himself. Some people can be like that without any directives.

- Captain McCrea needed to give AUTO 'a stern look' for him to share the information about directive. AUTO reluctantly obliged. (At least he tried to reason with Captain.)

- "sir, i INSIST you give me the plant." (Dutch Van der Linde voice here: "he INSISTS...")

- (And the whole plot obviously.)

4. Anger, fear. McCrea: – You want it? Come and get it, blinky.

Auto: – N O.

- "E N ouGh" 😡 *flips the ship around impulsively*

- "NOT POSSIBLE D:" but with more panicking tone.

- "NoOOo..." when he gets deactivated.

• The whole sequence with manual is... interesting.

- At this point of the story AUTO ordered GO-4 to steal the plant from EVE to make her look defective in Captain's eyes.

- I felt how much AUTO and McCrea are tired of each other's presence. AUTO is patiently anticipating McCrea's attention, he is eager to do his job.

(- Captain tries to imitate jogging in his seat and AUTO for some reason looks at him with puzzled and uncertain look. )

- AUTO keeps pretending like he doesn't know anything...

• Which is actually not a common thing for robots. "Lying is a human emotion." (c) HAL 9000

And yes, hiding the truth is considered to be lying too.

It's not like he was instructed to lie by his superiors, they didn't care. But rather it's the tactic that he learnt while being active for 700 years. I bet he understands it would be much easier to secretly yeet the plant into space without bothering captain with a decision. I suppose it required some thinking in his mechanical brain.

When why does he show the captain an operation manual? Good question. My personal headcanon: he loves doing his job so much, it doesn't matter for him if it can increase risks towards his global goal. That is why I can tell it wasn't a programmed, logical decision of the machine. If non-sentient perfect AUTO knew about A-113, he wouldn't let captain see the possibility at all. He hasn't considered that his domestic human pet might get interested in whole "Earth" thing. And he hasn't considered sentient WALL•E and EVE as serious obstacles. He did a crucial mistake to satisfy his ego... Or... Or maybe not? It's a headcanon, after all. Maybe it was a part of protocol. Or maybe he tried to entertain McCrea. AUTO seems to care about him in some way as he didn't push him out off the power until the last moment. (uwu) Choose whatever you like more. It's a thought-provoking subject.

• That aside, have you noticed that there is not a single character in the movie who would not be terrified of having to leave the comfort zone? It's only AUTO, who is opposing this idea for the sake of survival. Recolonizing nearly-dead Earth is not an easy work, someone can get really hurt and, well, die. And knowing that AUTO is based on famous computer HAL 9000, who is, in fact, killed people because of his panic attack (he didn't want to be deactivated/murdered), this situation kinda gets a new meaning? It's an interesting perspective to look at AUTO's character, too. AUTO, like HAL, at the start of story was okay and non-hostile towards others. Eventually, as the story progresses, AUTO becomes more and more impatient, eager to complete his primary task, thus taking violent measures. In AUTO's eye WALL•E & EVE are rogue robots anyway, defected and dispatchable. But attacking the captain? AUTO's final step to AI "madness" was fighting the man he is designed to serve. And though I believe he wouldn't kill him, we can imagine AUTO was panicking at this moment. So, no programmed logic there either, pure emotion of fear and reckless behaviour, almost like HAL. And HAL is 100% sentient and conscious entity.

*** Well...

Maybe it's just me and my anthropomorphizing tendencies on non-living fictional objects. I can be self-projecting too much, so if you disagree, let's say it's my headcanons and leave that at that. After all, AUTO is a direct representation of BnL – heartless company, that destroyed life on Earth and continued destroying it in space. They made humans, their customers, helpless like babies! And I am afraid it could only be worse in the future, if it wasn't for WALL•E and EVE.

It's quite a tragedy that AUTO can't escape from this never-ending system of least resistance and comfort. He is the system. He is made to be an autopilot of Axiom, he IS the Axiom, programmed to do his job fully dedicated to the mission of saving mankind. And if he was really fully-sentient... well, it would've made his life even more miserable. What's the use of the steering wheel on Earth surface? It's not like they are gonna fly into space again. Captain's dead and woah, hello eternal loneliness, next generation forgets about your existence or decides to ignore it like a bad memory about containment. Even AUTO's closest henchman GO-4 is forever destroyed... *sigh*

I am overthinking too much, aren't I? Gosh, this wheel NEEDS a redemption arc. And friends. My heart bleeds for him, really.

[thiefnessman]

I'm not "pro AI in fandom" I'm very much anti-AI in fandom and I literally said this? at the beginning of my reblog? I was literally just trying to say that your fics are not in as much danger as the post makes it out to be.

[april-the-fan-girl]

I love the fact that there's a mini AI based plot in Suits season 6 for no reason

[menagerie-of-monsters]

For the record:

I do not use nor condone the use of AI-generated images

I do not use nor condone the use of AI-generated text

I do not use nor condone the use of AI-generated voice acting

I have yet to find ANY generative AI that is trained on an ETHICAL dataset. You cannot have an ethical generative AI that is trained on scraped images, scraped text, or scraped voices. Period, end of story.

Stealing people's words and artwork is horrifying enough. Stealing their faces and voices is beyond reprehensible.

listen I say this with patience bc some people may genuinely have not thought about this before but if you firmly say “AI art is terribly unethical and steals from artists” (which is correct) but then turn around and use voice AIs to generate songs/voice lines that sound like your favourite voice actors or singers……………………………………that is also AI art and it is also terribly unethical

[innova7ions]

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[neturbizenterprises]

Revolutionize Tech with Multimodal AI!

Multimodal AI is revolutionizing technology by seamlessly combining text, images, and audio to create comprehensive and accurate systems.

This cutting-edge innovation enables AI models to process multiple forms of data simultaneously, paving the way for advanced applications like image recognition through natural language prompts. Imagine an app that can identify the contents of an uploaded image by analyzing both visual data and its accompanying text description.

This integration means more precise and versatile AI capabilities, transforming how we interact with digital content in our daily lives.

Does Leonardo AI, Synthesia AI, or Krater AI, leverage any of these mentioned Multimodal AI's?

Leonardo AI - Multimodal AI:

Leonardo AI is a generative AI tool primarily focused on creating high-quality images, often used in the gaming and creative industries. While it is highly advanced in image generation, it doesn't explicitly leverage a full multimodal AI approach (combining text, images, audio, and video) as seen in platforms like GPT-4 or DALL-E 3. However, it might utilize some text-to-image capabilities, aligning with aspects of multimodal AI.

Synthesia AI - Multimodal AI:

Synthesia AI is a prominent example of a platform that leverages multimodal AI. It allows users to create synthetic videos by combining text and audio with AI-generated avatars. The platform generates videos where the avatar speaks the provided script, demonstrating its multimodal nature by integrating text, speech, and video.

Krater AI - Multimodal AI:

Krater AI focuses on generating art and images, similar to Leonardo AI. While it excels in image generation, it doesn't fully incorporate multimodal AI across different types of media like text, audio, and video. It is more aligned with specialized image generation rather than a broad multimodal approach.

In summary, Synthesia AI is the most prominent of the three in leveraging multimodal AI, as it integrates text, audio, and video. Leonardo AI and Krater AI focus primarily on visual content creation, without the broader multimodal integration.

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[dave2olkat]

I think now I know how those mad scientists in fiction that do all those horrible experiments for the sake of curiosity feel.

Because I am very curious about how AI would react to typing quirks.

Like, I am NOT going to feed anything to AI because fuck that but damn if I'm not curious over whenever it would get Vriska's quirk right or just implode and make the whole thing like if Sollux had written it.

I mean from someone who took like a year of classes to code AI in college you could train an AI to pick up on the quirk patterns to place for Vriska's quirk, though you would need to basically feed in every single pesterlog she has as well as some accurate logs from multiple fanfics for it to make a passable job and even then I imagined it'd fail to capture the emotional response adjacent 8s, theyd be seen as atypical data that would either mess everything up or they'd show up more than regular. So basically it cant be done but it won't be perfect and far more soulless in a way anyone familiar with the concept will notice which is what can be said about anything AI generated basically

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[aitalksblog]

Unlocking Insights from Your Documents: Exploring Google's NotebookLM

(Images made by author with Microsoft Copilot) Previously static information sources, such as research papers and reports, are now brought to life by AI tools. These tools don’t just present data; they encourage us to actively delve into it, uncover hidden connections, and gain a deeper understanding. This is where Google’s NotebookLM stands out as a valuable tool for analyzing and extracting…

[skellam01]

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[feminist-space]

"Balaji’s death comes three months after he publicly accused OpenAI of violating U.S. copyright law while developing ChatGPT, a generative artificial intelligence program that has become a moneymaking sensation used by hundreds of millions of people across the world.

Its public release in late 2022 spurred a torrent of lawsuits against OpenAI from authors, computer programmers and journalists, who say the company illegally stole their copyrighted material to train its program and elevate its value past $150 billion.

The Mercury News and seven sister news outlets are among several newspapers, including the New York Times, to sue OpenAI in the past year.

In an interview with the New York Times published Oct. 23, Balaji argued OpenAI was harming businesses and entrepreneurs whose data were used to train ChatGPT.

“If you believe what I believe, you have to just leave the company,” he told the outlet, adding that “this is not a sustainable model for the internet ecosystem as a whole.”

Balaji grew up in Cupertino before attending UC Berkeley to study computer science. It was then he became a believer in the potential benefits that artificial intelligence could offer society, including its ability to cure diseases and stop aging, the Times reported. “I thought we could invent some kind of scientist that could help solve them,” he told the newspaper.

But his outlook began to sour in 2022, two years after joining OpenAI as a researcher. He grew particularly concerned about his assignment of gathering data from the internet for the company’s GPT-4 program, which analyzed text from nearly the entire internet to train its artificial intelligence program, the news outlet reported.

The practice, he told the Times, ran afoul of the country’s “fair use” laws governing how people can use previously published work. In late October, he posted an analysis on his personal website arguing that point.

No known factors “seem to weigh in favor of ChatGPT being a fair use of its training data,” Balaji wrote. “That being said, none of the arguments here are fundamentally specific to ChatGPT either, and similar arguments could be made for many generative AI products in a wide variety of domains.”

Reached by this news agency, Balaji’s mother requested privacy while grieving the death of her son.

In a Nov. 18 letter filed in federal court, attorneys for The New York Times named Balaji as someone who had “unique and relevant documents” that would support their case against OpenAI. He was among at least 12 people — many of them past or present OpenAI employees — the newspaper had named in court filings as having material helpful to their case, ahead of depositions."

[tsmom1219]

New AI tool can analyse and explain all COP documents

Read the full story in Circular. The free-to-access COP Tracker, from climate-tech firm Pentatonic, is now publicly available. It enables users to keep up with COP 28 updates, announcements, and documentation. Pentatonic’s COP Tracker allows users to search the hundreds of pages of conference session documents, such as draft decisions, conclusions, and action reports, that the summit publishes…

[vlruso]

Use no-code machine learning to derive insights from product reviews using Amazon SageMaker Canvas sentiment analysis and text analysis models

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