Tag Archives: AI

<< When Critical is not Critical >>

“Traditions and ideas must be revisited and reworked, communicated and debated, entangled and disentangled. (Self)-critique can be carried out neither in narcissistic isolation nor in the silence of the ineffable. In the gap between acknowledging your echoing and refusing to echo, and the gap between one’s own pure voice and its simulacrum, critical educational theory of all persuasions struggles with words. Perhaps it is more critical when its loving words are addressed to others and when it harkens to their response, though in this case too, the teacher-pupil relation is one of articulation. For, to echo Derrida here, ‘a master who forbids himself the phrase would give nothing. He would have no disciples but only slaves’ (1995, p. 147).” —Papastephanou (2004)

Papastephanou, M. (2004). Educational Critique, Critical Thinking and the Critical Philosophical Traditions. Journal of Philosophy of Education, 38(3), 369–378. https://doi.org/10.1111/j.0309-8249.2004.00391.x

The 2024 Tsinghua Higher Education Forum 清华高等教育论坛 . Institute of Education, Tsinghua University 清华大学教育研究院. The Beijing Convention Center 北京会议中心. 30th August 2024,14:25 – 14:50 Prof. Holmes, Wayne: “AI and Education: A critical Studies Approach

Derrida, J. (1995) Violence and Metaphysics, in: Writing and Difference (London, Routledge).

<< Info Stuffings >>

there is a supermarketification
for information
as a globalization of numbness

some prescribe via fertilization
as a gulping negative race to
bottoms up, lads

have you ever shoveled it
full force, into a container, boys
into an oven of full steam ahead

perhaps slugging excess
hot air as flagellation
against care or elegance

assuming automation is
certain efficient inclination
doing fast, best, bigger bot

with riches to some
do the crumbs to many
design or reveal the bread

fearing any deviation by
that calm, with decorum,
and powerful questioning:

what if it’s not?

                      —animasuri’24


—-•
triggers

Beitler, M. (2020, Nov. 19). The Illusion of Choice: How power in the grocery store translates to global control of health outcomes. https://storymaps.arcgis.com/stories/0f5db01a1aea4fb096f752be8277bac0

Belabbes, M. A., Ruthven, I., Moshfeghi, Y., & Pennington, D. R. (2022). Information overload: A concept analysis. IN: Journal of Documentation, 79(1), 144–159. https://doi.org/10.1108/jd-06-2021-0118

Benselin, J. C., & Ragsdell, G. (2016). Information overload: The differences that age makes. IN: Journal of Librarianship and Information Science, 48(3), 284–297. https://doi.org/10.1177/0961000614566341

Berghel, H. (2024). Generative Artificial Intelligence, Semantic Entropy, and the Big Sort. IN: Computer, vol. 57, no. 01, pp. 130-135, 2024. doi: 10.1109/MC.2023.3331594 https://doi.ieeecomputersociety.org/10.1109/MC.2023.3331594

Daniel Manzoni de Almeida, Paula Seixas Mello, Silvia Luzia Frateschi Trivelato, Patricia Marzin-Janvier, Jean Rodrigues Siqueira, & Marsilvio Gonçalves Pereira. (2019). A case study in the teaching of immunology: written arguments and the counter-inductive method of Paul Feyerabend. Revista Brasileira de Ensino de Ciência e Tecnologia.
https://periodicos.utfpr.edu.br/rbect/article/view/6691

Darnell, J.A., Gopalkrishnan, S. (2023). Digital Information Overload: How Leaders Can Strategically Use AI to Prevent Innovation Paralysis. IN: Pfeffermann, N., Schaller, M. (eds) New Leadership Communication—Inspire Your Horizon. Springer, Cham. https://doi.org/10.1007/978-3-031-34314-8_14

Ferguson, A. N, Franklin, M., & Lagnado, D. (2022). Explanations that backfire: Explainable artificial intelligence can cause information overload. Proceedings of the Annual Meeting of the Cognitive Science Society, 44. Retrieved from https://escholarship.org/uc/item/3d97g0n3

Sætra, H. S. (2023). Generative AI: Here to stay, but for good? IN: Technology in Society, 75, 102372. https://doi.org/10.1016/j.techsoc.2023.102372

Siegel, M. G., Rossi, M. J., & Lubowitz, J. H. (2024). Editorial: Artificial Intelligence and Machine Learning May Resolve Health Care Information Overload. Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association, S0749-8063(24)00012-4. Advance online publication. https://doi.org/10.1016/j.arthro.2024.01.007

White, J. B. (2011). Infosphere to Ethosphere: Moral Mediators in the Nonviolent Transformation of Self and World. International Journal of Technoethics2(4). https://link.gale.com/apps/doc/A428930119/AONE?u=anon~42acbf41&sid=googleScholar&xid=52abd40c 

<< Innovating Dignified Struggles >>



From a fellow LinkedIn-citizen, a thought-provoking post, paraphrased: Camus suggests that in our struggles, irrespective of the outcome, lies human dignity. With ‘AI,’ this struggle needs combination with the wisdom to use such power for the greater good (https://lnkd.in/gk67eY7X )

This led me to reflect: In our engagement with technologies, particularly those labeled as ‘AI,’ are we delegating our inherent struggles to others, thereby potentially diminishing our & others’ dignity? This is evident in trends like fauxtomation, digital feudalism, & the invisibility of human labor in technology’s creation & maintenance

Investing in pluralist techno-paths rather than a singular focus can be more dignifying. Are we, perhaps unknowingly, favoring 1 narrative in tech at the expense of more potentials? This is akin to the idea that agricultural monocultures, while efficient, may not honor the diversity & health of the soil

Considering the broader implications, are we elevating a few while devaluing many, including the dignity of ecosystems & the nuanced understanding of intelligence & awareness?

Moreover, does our celebration of technology’s power to elevate humanity mask the diverse & intrinsic potential within humanity itself? ‘AI’ tech has / lacks the power to elevate humanity or, *Humanity* has / lacks the power to elevate humanity. Reflection on our inclination to reductively delegate significant power & dignity to tech might remain crucial. Why choose 1 specific direction when diverse & inclusive paths are available?

What does ‘dignity’ really mean in this context? Whose dignity are we prioritizing, & at what expense? Dignity through a hierarchical lens differs from a more networked, rhizomatic perspective. Which of their applications of any of these two lenses enables focusing on diverse & confidently “modest” approaches, can offer a richer understanding of individual & collective dignities?

Mapped with these, one might be considering ‘futures’ rather than a singular ‘future.’ Are we fully accounting for the nuances of dignity across different timelines & realities? Recognizing the importance of our collective pasts & presents is vital for a dignified approach to and with technologies. Eg, in some cultures dignity is found in relation to the pasts of one’s elders. Perhaps an interesting idea mapping dignity, tech & considering the graying of the global population

While the allure of AI & tech advancements is for many dominating voices undeniable, we —if one is talking in terms of “humanity”— can strive for a more inclusive & diverse approach. This might involve thinking with & beyond techno-centric solutions to embrace relational & transdisciplinary innovations.

For those overwhelmed by these considerations, remember, you’re not alone. Embracing a diverse set of tools and perspectives, including those beyond technology, could guide us towards more dignified & innovative hashtag#futures, hashtag#pasts & hashtag#presents

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<< Recursive Propagation >>





“It’s a little dense
delving through
your ego
trying to reach
your humanity

Thick callouses
of spiraling hurt and circular shame
packed as fed back superiority
have densed the streets
with your victims no longer propelled

You touch with poundings
crying foul for being touched
pouring out apathetic tar
from atop your ivory castle’s gates

You are the trinity reincarnated
where solid delusion lies
as a sole golden ratio sequencing
me, myself and I
point
ego ergo sum,”

Veronica
smashed
his rear-view mirror
was automated
to crack to perfection




—animasuri’24




—-•
triggers

Cameron, A. (2017). Intelligent transportation systems require ‘the ego vehicle’. Online: GPSworld. Last retrieved 13 January 2024 from
https://lnkd.in/gu5xrkei

Dickmanns, E. D., Mysliwetz, B. D. (1992). Recursive 3-D road and relative ego-state recognition,” in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 14, no. 2, pp. 199-213, Feb. 1992, doi: 10.1109/34.121789. (as an archeological reference for the concept of ego-…)

Emirbayer, M., & Mische, A. (1998). What Is Agency? American Journal of Sociology, 103(4), 962–1023. https://lnkd.in/gStSHCyf

Gamper, M. (2022). Social Network Theories: An Overview. In: Klärner, A., Gamper, M., Keim-Klärner, S., Moor, I., von der Lippe, H., Vonneilich, N. (eds) Social Networks and Health Inequalities. Springer, Cham. https://lnkd.in/gwD2TFfx AND https://lnkd.in/gHb-pGiD (open access)

Hitlin, S., & Elder, G. H. (2007). Time, Self, and the Curiously Abstract Concept of Agency. Sociological Theory, 25(2), 170–191. https://lnkd.in/g9PnhQ45

Kraczla, M. (2023). Ego States in E. Berne’s Transactional Analysis and the Dominant Ways Managers Use to Solve Conflicts, European Research Studies Journal Volume XXVI Issue 1, 280-312. https://lnkd.in/guv9PwDy

Watkins, J.G.; Watkins, H.H. (1997). Ego States: Theory and therapy. W. W. Norton & Company. ISBN 978-0393702590 AND https://lnkd.in/giuq6m8u

<< 間 >>




Until recently, this was privately secret:
the walker from within, to under the paywall
she scoped the floor for your leftovers and made sentences out of them

as a cowgirl into a saloon, closer to you,
—imagine, doll, a 3D visual popping toward your nose—
she frequented the establishment to spy on her-ders

She facaded as the negotiator bringing parties together
as segregator keeping Romeos from ravejing Juliets
at a distance of 1818 millimeters

In a moment of her Multidimensional topology she’d swirl to
Dali’s drooping pre-wake mustache above a grin
Accusing the man, leftfully so, of misogyny

When reading a token
she was purely sense-making
meaningless to you, perhaps
yet, ma, between sensible nonetheless



—animasuri’23-’24

<< Phainesthai 2024! >>




almost segregated,
I slid my calloused fingertips and clipped nails,
over the bluetooth pearl-white keyboard, I did not show myself distraught, not minded if keyed and wedged between bone and byte

ice-skates —creating a love relation
with a light, thin yet mysterious layer of water over ice, tensioning an overtly sharp edge, determined to pressure— would be envious.

Transition glides between ware and aware
and has been persuaded and blurred
for centuries now, no, clearly millennia even

metamorphosis has only just begun,
watery and slippery, sounding fissures, prolapsing on melting grounds: we are reading the introduction to digital humanities

humans have been digits and pincers and eyes and hands and coordinations, plannings as gratifying delusions of schemed control

brought to fruition by the edge of swords slicing ice cold layers of watered down versions into peace and other entrapments

Hardware is wireless now
—while wetwear identities migrated
and trickled, or were scraped, or delegated, or mopped up— unthreading twists are a thing of the past

in ether, into soil, into atmospheres,
out of glass-fiber wires, out of reach,
onto the play of electrons and magnetic waves

plays of power-handlers and smitheries of stainless frames without chemistry, no love no preferred relations, just related data and multidimensional patterns

to where it is immaterial you matter,
and increasingly are tied into the network
I’m tied to you now as dry skin on the sole of your avatar’s left foot

stepping onto the interbellum of a disk wipe and a backup, a brooding spawns spit-out chewing-gum of rights to be forgotten.

What’s today’s date of any day in the realm of virtual data creation; when we still call for synthetic New Year’s Days to come:

be well be renewed be flushed from zeros
flare up and show yourselves
in a positive psychology of all be ones!



—animasuri’23-24



—-•
triggers following cause

Midgley, M. (2001). Science and Poetry. London: Routledge. Thank you, Dr. WSA.

Spivack, J., Berrick, D., Stepanovich, A. (ed). (2023, December). Risk Framework for Body-Related Data in Immersive Technologies. Online: Future of Privacy Forum (FPF). https://lnkd.in/g9dp4gaz Thank you Claudio Bareato

<< teleology >>

<< teleology >>



The teleology of the grapheme is the punctum,
while the pun is Möbius’ tummy to my ruler
The purpose of the rocket is to pierce
There, I’ve said it?

While Pierce pragmatized meaning,
and the aim of practical effects is consequences only
while a phalanx’s goal is to substitute the chess game
And yet!

narrative closures can be essentialized
by either absurdities or patriotisms
with a dash of law and order
and the theoretical realities of practical abstraction

Are these morphemes mere synonyms,
or are you, and only you, their author in reboot?



—animasuri’23



—-•
Triggers ’n’ sprouts:

Scheurich, J. J. (1995). A postmodernist critique of research interviewing. International Journal of Qualitative Studies in Education, 8(3), 239–252. https://lnkd.in/gbXXtb3t

<< Explanatory Wooden Frame >>




On Sundays at an inspirational 10:14AM
while others are sat on benches and fed sermons and prescriptions
I atheistically regress into asking child-like questions
aesthetically expressing my mind’s lane hanging out to dry on a world tree

An automated inner voice machines questions
as if tooling on lathes and laser cutters
I play truncated chess with logs of languages to the reckoning of numbers
as plastic as the output from 3DPs from which I construct a story; yours if you like

rathe creations blooming early shavelings
shave and burn and cut imagination, dumb it down to a stump,
sharpen it to Odin’s spear on the cheap compressed wood that is my brain
polluting the reader while satisfying a shifting use.

Darwin, you erased Aristotle’s question from the mundane:
why have certain species not materialized?
in flesh, blood and other liquids; what took them out of the sane?
I demand explanations of patterns, I demand frames:

There are unicorns, but where is mine?
there are gnomes, as alternative truths, do you lie?
there is you, as a flower self-reflecting on a murky water surface
there is peace, as a chain smoker quiting, in between puffs

I knowingly sip hot water crystal clearly misting spectacles, intentionally
sorting out the Babel evidenced
on Sunday at 10:27 I succumb to shifts and dislocations in explanatory frames
on Sunday, more Woden Wednesdays are near.

On Sunday autumn leaves plays and mind’s a page.




—animasuri’23




—-•
Triggers and Seedlings:

Garfinkel, A. (1981). Forms of Explanation: rethinking the questions in social theory. New Haven: Yale University Press. pp. 9, 19

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Accountable. Accountability. Accountability (GDPR).


While sharing some attributes, ‘accountability’ is not to be confused with ‘responsibility.’

Accountability’ is an allocation of measurement or evaluation (of blame or award)  after a given event, as its outcome is measured or perceived.Following the finalization or interruption of processes that created an event and its results, an individual is held accountable. One then has an obligation to report, to explain, or to justify the effect, the outcome and how these affect or impact.    Accountability relates to one’s commitment, to one’s response and to one taking ownership, with clarity, of the output or result of a given process and its (undesirable or desirable) consequences. It relates to the goodness of the result, and of its consequences. Often accountability is allocated to a single individual (if not, a blame-game could follow). One has accountability, and one is held accountable. An accountable individual, or organzation, is one that is transparent about its decision-making processes, and is willing to explain and justify its actions to others. The measurement of accountability can be done by oversight, by investigating compliance, by analysis of reporting, and by allowing enforcement of reprimands, sanctions or legal steps where judged necessary.

One could distinguish that having the ownership over a task, that must be done, is ‘responsibility.’ Responsibility implies duty of one, or more than one individual, as a team. It relates to the rightness of taking action in completing a task.  One takes responsibility, and one is responsible for doing a task.

Accountability “implies an ethical, moral, or other expectation (e.g., as set out in management practices or codes of conduct) that guides individuals’ or organisations’ actions or conduct and allows them to explain reasons for which decisions and actions were taken. In the case of a negative outcome, it also implies taking action to ensure a better outcome in the future…  In this context, “accountability” refers to the expectation that organisations or individuals will ensure the proper functioning, throughout their lifecycle, of the AI systems that they design, develop, operate or deploy, in accordance with their roles and applicable regulatory frameworks, and for demonstrating this through their actions and decision-making process (for example, by providing documentation on key decisions throughout the AI system lifecycle or conducting or allowing auditing where justified.” (OECD)

References

https://oecd.ai/en/dashboards/ai-principles/P9

European Data Protection Supervisor (EDPS). (n.d.). Accountability. Online. Last retrieved on April, 10 2023 fromhttps://edps.europa.eu/data-protection/our-work/subjects/accountability_en

Pentland, Alex, and Thomas Hardjono. “10. Towards an Ecosystem of Trusted Data and AI.” Works in Progress, n.d., 13. Last retrieved on 26 July 2022 from https://assets.pubpub.org/72uday26/19e47ad0-9cae-4dbf-b2cb-b38cd38d9434.pdf