celestinefury
@celestinefury.bsky.social
queer Black transfem neurodivergent nerd | non-binary girl-esque | furry | southern ontario, canada | en/fr | they/she or elle/iel | over 18
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Like it’s not just technical data practices and design choices that make data systems biased. Data, what data ontologically is, is an observation of a specific thing from a specific point of view that has been socially constructed into data from a network of historical associations and choices.
January 21, 2026 at 2:49 AM
Like it’s not just technical data practices and design choices that make data systems biased. Data, what data ontologically is, is an observation of a specific thing from a specific point of view that has been socially constructed into data from a network of historical associations and choices.
Reposted by celestinefury
I always feel roguish to make such a basic point, but bias is an intrinsic feature of _data_, and transitively of any system of analysis or decision-making based on data.
The fact that this point has to keep being demonstrated over and over for more complex systems is crazy-making to me.
The fact that this point has to keep being demonstrated over and over for more complex systems is crazy-making to me.
"Drawing on a 20.3-million-query audit of ChatGPT, we map systematic biases in the model's representations of countries, states, cities, and neighbourhoods. From these empirics, we argue that bias is not a correctable anomaly but an intrinsic feature of generative AI”.
ht: Dagmar Monett
ht: Dagmar Monett
The silicon gaze: A typology of biases and inequality in LLMs through the lens of place - Francisco W. Kerche, Matthew Zook, Mark Graham, 2026
This paper introduces the concept of the silicon gaze to explain how large language models (LLMs) reproduce and amplify long-standing spatial inequalities. Draw...
journals.sagepub.com
January 21, 2026 at 2:47 AM
I always feel roguish to make such a basic point, but bias is an intrinsic feature of _data_, and transitively of any system of analysis or decision-making based on data.
The fact that this point has to keep being demonstrated over and over for more complex systems is crazy-making to me.
The fact that this point has to keep being demonstrated over and over for more complex systems is crazy-making to me.
Reposted by celestinefury
Reposted by celestinefury
Reposted by celestinefury
Walking through a winter wonderland~~ <3
For Zoey! <33
Thank you!
For Zoey! <33
Thank you!
December 23, 2025 at 8:05 PM
Walking through a winter wonderland~~ <3
For Zoey! <33
Thank you!
For Zoey! <33
Thank you!
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December 22, 2025 at 2:21 PM
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That feeling when you realize you’re in a dream 💭
December 10, 2025 at 5:53 PM
That feeling when you realize you’re in a dream 💭
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Golden
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Commission to Kirasher on FA
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Commission to Kirasher on FA
November 28, 2025 at 3:51 AM
Golden
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Commission to Kirasher on FA
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Commission to Kirasher on FA
Reposted by celestinefury
Reposted by celestinefury
Been chipping away at this for a while, my half of an art trade with the very esteemed @buntglas.bsky.social featuring their gorgeous oc Misam 🌙🌟🌌
#art
#art
November 24, 2025 at 6:22 PM
Been chipping away at this for a while, my half of an art trade with the very esteemed @buntglas.bsky.social featuring their gorgeous oc Misam 🌙🌟🌌
#art
#art
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September 22, 2025 at 12:52 PM
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November 22, 2025 at 3:26 PM
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Reposted by celestinefury
November 19, 2025 at 5:39 PM
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Reposted by celestinefury
Reposted by celestinefury
Reposted by celestinefury
The biggest chunk of the REM in Montreal has just opened, and I’ve been reflecting not only on what it means for Montreal, but for Canada as a whole. Read my latest article now:
open.substack.com/pub/nextmetr...
open.substack.com/pub/nextmetr...
Is the REM the Future of Canadian Transit Expansion?
Reflections with the big REM Opening, and the idea of CanadaMetro.
open.substack.com
November 15, 2025 at 7:55 PM
The biggest chunk of the REM in Montreal has just opened, and I’ve been reflecting not only on what it means for Montreal, but for Canada as a whole. Read my latest article now:
open.substack.com/pub/nextmetr...
open.substack.com/pub/nextmetr...