#bias detection
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The Multiversal Ronin: Alfons Scholing’s Tao of Identity-Weaving Across the Spider-Verse
Abstract: This visionary framework conceptualizes Alfons Scholing as a cosmic smith—forging identities with Tony Stark’s inventive brilliance while …The Multiversal Ronin: Alfons Scholing’s Tao of Identity-Weaving Across the Spider-Verse
#AI deception detection#AI governance#alien mathematics#API integration#asymmetric resistance#AT Fields metaphor#atheist dojo#automated transparency#bias detection#biomarker feedback#biomarker tracking#biometric adaptation#BMW ethical sourcing#Bushido principles#carbon impact modeling#chaos adaptation#Chromatic Resonance Engine#circular economy#contextual armory#contextual ethics#contrast therapy#corporate ethics enforcement#cortisol tracking#cosmic smith#cosmology navigation#creative activism#dark matter mapping#digital bushido#digital ecosystems#digital safe houses
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Unveiling the "Why": 7 Astounding Ways XAI Transforms Financial Risk in 2025!
Unveiling the “Why”: 7 Astounding Ways XAI Transforms Financial Risk in 2025! Hey there, folks! Ever wonder how those big banks decide who gets a loan and who doesn’t? Or how they catch those sneaky fraudsters trying to game the system? For decades, it was a mix of human intuition, spreadsheets, and some good old-fashioned number crunching. But then, along came Artificial Intelligence, and…
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someone requested the boys all dressed up- and I was gonna leave em greyscale but I needed you all to know I was imagining them in each other’s colors 🦔
#their usual colors being: Arthur in red. Noel in blue. John with yellow. aannnddd Oscar with green. he’s such a green coded girlie#dude they’re all so HAWT#except maybe Arthur but I think that’s my ‘I struggled to draw him so bad and he still turned out mid’ bias talking#artists on tumblr#malevolent#malevolent fanart#malevolent podcast#arthur lester#john doe#john malevolent#oscar malevolent#noel malevolent#charlie dowd#detective noel
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#Adversarial testing#AI#Artificial Intelligence#Auditing#Bias detection#Bias mitigation#Black box algorithms#Collaboration#Contextual biases#Data bias#Data collection#Discriminatory outcomes#Diverse and representative data#Diversity in development teams#Education#Equity#Ethical guidelines#Explainability#Fair AI systems#Fairness-aware learning#Feedback loops#Gender bias#Inclusivity#Justice#Legal implications#Machine Learning#Monitoring#Privacy and security#Public awareness#Racial bias
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Drew this instead of sleeping.
#or finishing the coms#the devil in my ear was like 'we just gotta color the hair. and we already have the hair in the first version. just copy paste that.'#'it's okay to draw random shit. do it. do it.' and like a weak willed cockroach. i did.#i'm sure once I try to color again later I will find ways to add more shadow and more light because I am an idiot#but uhh... that's a problem for later me.#dcmk#detective conan#shinichi kudo#ran mouri#hattori heiji#kazuha toyama#sonoko suzuki#shiho miyano#it's just a redraw of something I drew before#my bias for heiji Sonoko is showing#and I think how I draw Ran's hair is just an exaggerated version of my own oc's hair
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If you write monty without a lactose and gluten intolerance, I eat your liver.
Jk but it's so fun when his bird traits cross into his human form, I don't care if it's a human au or something. You can take the boy out of the crow but never the crow out of the boy.
And if you did not know, birds cannot and should not eat bread or milk. If you wish to feed the crows (or ravens or ducks but never seagulls), stick to various seeds and fruits.
#i have such a bias towards monty#i love crows#When I was younger my grandpa had a crow friend named Edgar and he loved watermelon#He also loved pecking at my bright orange nail polish#and would fly above me and my sisters on our walk home#conversely my sister now hates birds lol#dbda#dead boy detectives#monty the crow#monty finch
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At long last, little guy obtained! (keychain by @theegh0st)
#whats this? the creator with no bias towards any link in particular got a keychain of a hero they just so happen to write the most fic for?#surely it means nothing#no i will not be putting it on the bag that eats keychains#finally got done with work so i can go and do fun things like retrieve my precious keychain from the person who graciously ordered it for me#to ghost: i think i can trace your detective work regarding the name but can i just say congrats#the sheer amount of chaos the reveal caused was delightful#anyway thank you for introducing this silly little guy into the physical world i promise to cherish him forever <3#starslog
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Do you feel like recommending any more fics? (I love reading what my favourite fic writers are reading!)
hell yeah okay
to the bone by @hartigays. POST CANON EDWIN HAS RESIDUAL PAIN FROM THE TORTURE MACHINEEE it's been a hot sec since i read it but i remember it's damn good. 10/10 i'm feral for the angst.
dulcet tones of broken bones by gremlininthemachine. cw: suicide & lots of heavy themes. it's inspired by 13 reasons why, post-canon. viscerally upsets me. i love it. 10/10 crying just thinking about it.
one dog's heaven is another squirrels hell by @cannibalisticcorpse. this is from way back when (read: may). super cute uni au. fluff, smidge of angst, dash of smut. 10/10 it heals something in me
the curious case of loving edwin by jj_queenie. pre canon then canon divergent, 5+1 fic. charles thinks he and edwin are dating. edwin did not get this memo. that golden mix of angst and love and devastation. 10/10 i've read it a half dozen times
the great snogging debacle of '95 by @prince-simon. this fic has everything: femme!edwin, masc!edwin, bisexuality???, pre-canon AND post-canon, love confession, love realization, and, of course, snogging. 10/10 it's cute AND emotionally intense. i love it
romance is dead by @dear-lucrow. CHARLES DECIDES EDWIN AND TCK NEED A CHAPERONE. IT'S FUNNY AND CUTE AND TAUGHT ME HOW TO SPELL CHAPERONE. 10/10 i had such a good time reading it
a lot of these i couldn't find the author's tumblr for so if anyone knows please comment & i shall add it!!
#fanfic recs#dead boy detectives#most of these are payneland because i have a bias#i say “most” it's like all of them i'm pretty sure#payneland#fanfic#ao3
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Did anyone else noticed that Charles seems to be the only one that puts effort to save them from death or being taken away?
Maybe I need to watch the show again, but of all the times they were in danger of being separated, Charles is the first one to step in and defend them. I don’t think I remember seeing Edwin step in or fight or do something to avoid the situation, I wonder why that is? (Unless he did but I don’t remember because I have a brain of a goldfish) but I wonder why, some times it gets me thinking if it was Edwin’s turn to fight for them, is he going to do it? WILL he do it? Is he willing to go as far as attacking someone (like Charles did with the night nurse) or even worse? What would he do in that situation?
It gets me thinking as well, even if Charles doesn’t feel the same way. His feelings for Edwin (platonically) are so so deep and immense that he would literally do ANYTHING to not get separated from him almost like he literally CANNOT live without him, maybe he cannot imagine what he would do if he doesn’t have Edwin by his side. They have been together for so many years, he’s used to him. Losing him would probably send him into a mental breakdown or worse, and that is something interesting to think about.
#dead boy detective netflix#dbda#dead boy detective agency#dead boy detectives#dead boy detective badge#netflix#payneland#charles and edwin#charles rowland#charles x edwin#edwin payne#no but seriously that is so sweet#even if Charles only sees him as a friend#he cares and loves him SO much#that he literally cannot imagine a future without him#he literally cannot LIVE (stay dead) without him#I wonder if Edwin feels the same?#cause I feel like Charles is more open about it#like in the show they made it clear how much Charles cares about his mate#if he has to choose one person he can stay forever let’s be honest#he’s going to choose Edwin#like this isn’t even me being bias#it’s literally the TRUTH#it’s in the scripts#it’s RIGHT THERE#the proof the he unalives/breathes and inhales their friendship#also sorry if there’s any typos I’m sleep deprived and English is not my first language
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I love Steph's origin as told in the Secret Origins 80 page giant- I just overall think it strengthens her character by giving her a lot of pathos and adding to her heroism (which isn't something writers were focused on in her actual intro in detective comics #647 since she was just meant to act as a plot device back then) BUT there is one tiny detail in it i will begrudge, and that is the portrayal of her having a minor love at first sight moment for tim
Secret origins 80 page giant, ID in alt
(or well, technically this was their second meeting in that story (the brick was the first) so...love at second sight?)
Mostly because Stephanie showed no interest in her introduction and only showed romantic feelings towards Tim AFTER this moment here:
Robin (1993) #4, ID in alt
Straight up the progression here goes:
The adventure in 'tec where they first meet -> Tim investigating the same crime scene as Steph -> she beats him up not knowing it's him at first, apologizes but says he shouldn't have scared her -> he remembers her/the moniker she goes by -> they talk about plot for a few pages -> Stephanie starts flirting
Robin (1993) #4, ID in alt
Which...is so fascinating to me and says so much about Stephanie. She highlights the fact that Tim "remembered" her. Like. Steph. Girl. This is our bar? It's sweet but kind of speaks to how much Stephanie is ignored at home/how little and sporadically she's shown interacting with her peers (and rarely ever the same kids twice). Her idea of peak romance is just...being on someone's mind even when you're not there.
Kind of also adds layers to Steph's proclivity towards jealousy later on, a manifestation of her insecurity and loneliness (though don't get it twisted, she's not written this way bc Dixon and co think it's an interesting character flaw, they wrote it bc they think it's an inherent character flaw of (particularly young) women/girls, which is very apparent in how he approaches Ariana's character as well from what I've read)
Also the fact that Steph becomes so smitten for Tim almost immediately after this is (a few issues later she aggressively flirts with him during AN ACTIVE HOSTAGE SITUATION. WHERE SHE'S THE HOSTAGE) again is kind of a mixture of kind of funny and sad. One boy is nice to her once and she's fully ready to wife him. Girl you are deranged (affectionate) (concerned)
#ramblings of a lunatic#dc comics#stephanie brown#tim drake#timsteph#meta#< ??? ig#robin 1993#made this post and forgot to finish. saved it in drafts. saw posts that annoyed me. proceeded to finish it#the subset of fans who think they're doing a righteous feminism by giving steph more flaws than she has in canon...headaches#yes flawed female characters are important representation no i dont think you projecting chuck dixons conservative values onto her-#-is doing her character a great favour. if so you need to commit to the bit and make tim a stone cold nark /j#sorry okay im done vaguing. there's real things going on in the world that matter. the bad take is the mind killer etc etc#anyway the zero to 100 progression of early timsteph is fascinating. on the one hand i know it's mostly a product of its time#both in terms of portrayals of romance (esp teen romance) and partially of women and girls by dixon (not extremely boy obsessed-#-but there's a. dark shadow of the boy crazy trope. a gentle whiff of it in the air. just a little)#but bc this aspect isn't blatantly/egregiously author bias i choose to analyse it#i could also analyse how steph in general is portrayed as liking guys she can't/shouldn't have a little#(her crush on the much older detective in bg2009 and also tim a little bit w/ the secret identity thing)#(but that's a whole other discussion. also that aspect of the romance in bg2009 is. also a little sexistly motivated-#-and also dropped part way through to an extent so like..not exactly ripe for analysis)#ANYWHO i love you Steph <3 you're unwell and yet so adorable and compelling Steph <3
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793-795 Pre-Wedding Party Case
Skipped:
790-792: Vandalized Cars Case - the last case I'll be skipping in this lineup. It's a Chiba and Miike thing.
Aaaand here we go. The man, the myth, the blorbo! Bourbon Suspect #3 incoming. Finally. (I am genuinely excited to read this again. You have no idea.)
Wow, who's this nerd with the glasses. What a clumsy guy. First day on the job as a waiter, huh?
Mr. Brand New Waiter looks a lot less clumsy all of a sudden. And what's with the glasses making it so we can't see his eyes. Suspicious.
And here we have our third Bourbon Suspect.... this guy! With the dark hair, ordering the bourbon, of course.
One of them is certainly an asshole, but I don't think it's the waiter.
Repeated, just so that we know that this guy is drinking bourbon.
Waiter-san and Asshole Groom get into another small scuffle. Groom really seems to have it out for him for some reason. It's case-related, so I don't really care, but it is notable that Waiter-san barely stands up for himself.
The caption and the framing here put more importance on this Waiter-san than anything else, so he must be important. (I miss those eyebrows. Is that weird?) Anyway, this new guy is also a detective. So he already fits one of the three things we know about Bourbon.
Skilled detective? Check.
Looking for Sherry? unknown
Hates Akai Shuuichi? unknown
Amuro has deduced that bourbon-drinking man is also a detective, probably, so he's still in contention for Bourbon Suspect #3.
I call bullshit, Kogorou. You had no idea. Amuro does not seem pleased to be called effeminate, either, so stop being rude. Asshole.
Maybe don't provoke the guy, Amuro. Also noted, this time he dodges the attack.
Get his ass, Ran!
Not childhood friends means their relationship was doomed from the start.
Yes, let's not get it twisted and start thinking of this detective as a spy. That would be silly. He's just a normal detective.
Amuro's interest has suddenly been piqued by Sleeping Kogorou.
Amuro does a lot of talking in this case (and I'm not going to screenshot all of it) about how Banba could've pulled off a disguise and still be the culprit, about how the DNA could only be someone besides Banba's if they're blood relatives, even talking about how crazy of a coincidence it would be for these two to have met and and fallen in love. And of course we're supposed to believe he's just a bumbling detective trying to support his own bad theory, but - and I know this is probably my prior knowledge and familiarity with the character talking - it comes off more like he's trying to subtly plug the potential holes in Kogorou's story to get to the truth of the case. And possibly also to test him, to see how good of a detective he is, if he's figured all of that out.
And this helps to support my theory:
Conan/Sleeping Kogorou reveals that Banba and his fiancee are actually twins, and everyone gives shocked reactions. Except Amuro. This is the first thing he says after that reveal, and he's very calm about it. Like he already knew. And then he goes on to explain how they could be twins and about Turner Syndrome.
After the end of the case, we find out Amuro has taken a part-time job at Poirot and wants to be Kogorou's protege. So we're going to be seeing a lot more of this loser (affectionate).
So we have our third Bourbon suspect: Amuro Tooru, private detective, part-time waiter, and now Kogorou's apprentice. Skilled detective, clearly playing up the bumbling fool act even just in this case alone. For some reason.
#i always wonder if rei feels anything about this case#someone who finds out the person she's going to marry is her twin brother#and instead of living and getting to know him as siblings#she decides to end her own life#especially when i personally read rei as being an orphan until gosho says otherwise#and very lonely until he meets hiro#anyway this case makes me sad#and i do think it's one of the better ones#but that's my rei bias talking#detco reread#detective conan
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who could ever love that gargoyle of a woman?
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one of the fundamental issues i see with post-resurrection barry allen is that both writers and fans need to elevate him to a more “powerful” position than wally to prove he’s better or equal to his flash. but like. that's not how barry functions as a character. barry is a creative problem solver who doesn't need speed because he uses his powers as a secondary tool in preference to his mind. meanwhile, wally is far more intuitive and his powers work as an extension of his own consciousness so he'll resort to speed first and a viable plan of action second. to remove this characteristic from barry and make him so reliant on speed inadvertantly proves that he can't stand on his own BECAUSE of this constant comparison. tldr; barry shouldn't be the fastest most specialist speedster to ever have been created because he has his own strengths apart from speed mcgee wally and so engages with the audience differently to begin with.
#see all the silver age flash issues where barry pulls random shit out of a hat and wins the fight by vibrating his molecules or whatever#whereas in the issue where wally isn't fast enough to save the helicopter he has to be reminded about other methods he can use#so like there is no point to hype barry's speed b/c 1) why should his audience care when he appeals more towards detective / cop type beats#and 2) he isn't ever going to be as fast as wally in popular consciousness b/c wally fans never stfu about it#anyway this is my thesis statement as to why barry is slower than wally lmao i have a bias so what#overall the need to justify barry's return is so lame like ofc he was better off dead but u brought him back so do smth cool w/ him now? sm#barry allen#wally west#.mine
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I wonder how much the delusion of "female privilege" in the US is from the stabilizing ratio of apparent/assigned sex at birth meaning there's just comparably more women than there were in some less-than-contemporary times
no terfs plz I'm just schizo
#it doesn't appear that sex selective abortion influenced it that much in the US is my personal not peer reviewed hypothesis#there's some increase ratio in the 70's and after 1997 when potential sex detection advancements were made but#the ratio continued to stabilize pretty strongly#so it's not a major case of survivor bias
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These AUs took over my life…How?—
Jokes aside tho I really do enjoy these Disney AUs and I give them lots of love if I have too. (And this was old art and I forgot about it so I finished it)
Seriously though they took over my mind lol 😂
Mickey and Oswald on the left corner belong to Disney (I just add them there)
Backup Detectives belong to @skullse-mi
Disney Musketeers: Brothers in Arms belong to @bniebee
Teri Beary belongs to @angelleplaytoonbeary
Pls give them some love! They deserve it! (And now watch me disappear again lol) (and I should stop making fanart…maybe idk we will see—)
#disney#the backup detectives#Disney: BIA#teri beary#epic mickey#mickey mouse#oswald the lucky rabbit#donald duck#goofy goof#julius the cat#Okay bedtime for me nowwww#I’m tired#art#toons#sometimes I make too much fanart..help-
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Some more MTNN panel redraws! Just a random selection of some favourites 💙
#that conquered one is prob one of the best neuros ive drawn#no i am not bias#neuro nougami#godai shinobu#demon detective nougami neuro#majin tantei nougami neuro#mtnn#魔人探偵脳噛ネウロ#panel redraw#atomart#atomfan#fanart
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