stefan, to machinelearning avatar
XRobotsUK, to machinelearning avatar
yoginho, to Life avatar

Here's a little cheat sheet, by Marcus and me, #life vs. #machine.

What would you add?

ai6yr, to ArtificialIntelligence avatar
ai6yr, avatar
TRZPhotography, to art avatar
nono2357, to web
cdarwin, to Artificial avatar

Before a drug is approved by the U.S. Food and Drug Administration (FDA), it must demonstrate both safety and efficacy.

However, the #FDA does not require an understanding a drug’s mechanism of action for approval.

This acceptance of results without explanation raises the question of whether the "#blackbox" decision-making process of a safe and effective #artificial #intelligence model must be fully explained in order to secure FDA approval.

This topic was one of many discussion points addressed on Monday, Dec. 4 during the 🔸"MIT Abdul Latif Jameel Clinic for Machine Learning in Health AI and Health Regulatory Policy Conference", 🔸which ignited a series of discussions and debates amongst faculty; regulators from the United States, EU, and Nigeria; and industry experts concerning the regulation of AI in health.

As #machine #learning continues to evolve rapidly, uncertainty persists as to whether regulators can keep up and still reduce the likelihood of harmful impact while ensuring that their respective countries remain competitive in innovation.

To promote an environment of frank and open discussion, the Jameel Clinic event’s attendance was highly curated for an audience of 100 attendees debating through the enforcement of the Chatham House Rule, to allow speakers anonymity for discussing controversial opinions and arguments without being identified as the source.

Rather than hosting an event to generate buzz around AI in health, the Jameel Clinic's goal was to create a space to keep regulators apprised of the most cutting-edge advancements in #AI, while allowing faculty and industry experts to propose new or different approaches to #regulatory frameworks for AI in #health, especially for AI use in #clinical settings and in #drug #development.

AI’s role in medicine is more relevant than ever, as the industry struggles with a post-pandemic labor shortage, increased costs (“Not a salary issue, despite common belief,” said one speaker), as well as high rates of burnout and resignations among health care professionals.
One speaker suggested that priorities for clinical AI deployment should be focused more on operational #tooling rather than patient diagnosis and treatment.

One attendee pointed out a “clear lack of #education across all constituents — not just amongst developer communities and health care systems, but with patients and regulators as well.”
Given that medical doctors are often the primary users of clinical AI tools, a number of the medical doctors present pleaded with regulators to consult them before taking action.

#Data #availability was a key issue for the majority of AI researchers in attendance.
They lamented the lack of data to make their AI tools work effectively.
Many faced barriers such as intellectual property barring access or simply a dearth of large, high-quality datasets.
“Developers can’t spend billions creating data, but the FDA can,” a speaker pointed out during the event.
“There’s a price uncertainty that could lead to underinvestment in AI.”
Speakers from the EU touted the development of a system obligating governments to make health data available for AI researchers.

nono2357, to machinelearning

Your could be sending 3.7 GB of a day — LG washing machine owner disconnected his from after noticing excessive outgoing daily data

maleandroids, to scifi avatar

I took my OfficeBot 3000 to the museum with me today to see its ancestors. some things, like body design, processing power, & battery life have come a long way. other things, like its obedience, servile personality, & ocular LEDs remain the same 💙

unit: fitguymike on Instagram

nono2357, to machinelearning
gyokusai, to China avatar

District 798, Beijing, China. May 2014, iPhone 5s.

#vintagestyle #china #beijing #industrial #art #factory #machine #brutalism #concrete

J12t, to machinelearning avatar

Is it just me, or is the percentage of papers written by Chinese (or authors whose names, to me, sound Chinese) way out of proportion to authors with different backgrounds?

drahardja, to llm avatar

Plagiarism for me, but not for thee

“OpenAI suspends ByteDance’s account after it used GPT to train its own AI model”

kkarhan, avatar

@drahardja It's not plagiarism because a #machine can't create copyrightable works!

Wolfaro, to ArtificialIntelligence Spanish

He is @TorlionDragon
He is Strooong~
Beat him and Won~
This Karaoke Night~

First of the Snes Raffle Consolation Prize Pictures~

#Wolfaroart #TFEveryday #Robot #Innanimate #Transformation #Machine #ChronoTrigger #Snes #Videogame #CharacterTF

KissAnne, to machinelearning avatar

"Grandma" shouting in a strong dialect has already prevented several mooses from jumping onto the road. #invention #machine #voice #suomimastodon #finland
Vahvalla murteella huutava ”mummo” estänyt jo useita hirviä loikkimasta tielle – vakuutusyhtiö kiinnostui

bsm, to Battlemaps German avatar
victorvicpal, to coffee
le_technicien, to machinelearning French avatar

Ce fut plus complexe que prévu, MAIS ! La voici !
Merveille d'ingénierie dans le domaine de l'étalage du beurre demi-sel sur des tartines grillées, mesdames, messieurs, mesneutres, voici LA VAPOBEURRE !

Machine à vapeur de qualité supérieure, elle tartinera avec talent et précision vos toasts !

Et pour ne laisser personne de côté, cette incroyable mécanique utilise AUSSI de l'huile d'olive ! (Pour faire plaisir à @leto ET @DoctriZ )

Le beurre et les tartines ne sont pas fournis, mais doivent être aux normes FIB™ et MAVAEB™, comme vous vous en doutez.

le_technicien, to art French avatar

Vous l'aviez rêvé, attendu, fantasmé même, et enfin le voici : LE pédalo intersidéral* ! Entièrement propulsé à la lumière produite par la dynamo, vous pourrez faire des pointes de quelques micromètres par milliard d'années !

*(État quasi-neuf, me contacter si interessé.e.s)

NoelJPenaflor, to pics
le_technicien, to art French avatar

Useless machine #1 🍜🚀

Qui n'a jamais rêvé d'avoir un drone intersidéral qui livre des ramen en gravité zéro ?

Ce noddle-o-matic protège votre repas des radiations stellaire grâce à des boucliers en plomb et se déplace à vitesse grand V avec ses deux moteurs cryogénique télescopique !

Les sauces sont en sus.

Pour me voir dessiner en live la prochaine invention révolutionnaire : le pédalo spatiale, rdv tout à l'heure à 20h30 sur !

#art #twitchart #space #spaceship #fusée #sf #machine #ramen #noodles #dessin #mastoart #illustration

itnewsbot, to retrocomputing avatar

Paper Punching Machine Looks Like Cute Piece of Computer History Past - Computing used to run on punch cards. Great stacks of cards would run middling pro... - #retrocomputing #mechanism #papertape #punchcard #machine

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