This same idea scales up in modern AI systems:
learn from data → predict.

Linear regression isn’t about complexity.
It’s about building intuition — and realizing you can understand how intelligent systems learn.

#sameidea #linearregression #intelligentsystems #intelligentsystem #scaleup

As a science, we have to adopt rigorous evaluations that identify what #IntelligentSystem #AIAgent #Agent behavior should be & measure if it works as intended. Move beyond a 𝘱𝘳𝘰𝘣𝘭𝘦𝘮-𝘢𝘨𝘯𝘰𝘴𝘵𝘪𝘤 metric (accuracy) on a 𝘵𝘢𝘴𝘬-𝘢𝘨𝘰𝘯𝘴𝘵𝘪𝘤 benchmark. Adopt practices from #HCI, #psychology, #economics. (2/8)

#AI #ML evals measure accuracy on benchmarks, telling us how algorithms compare with each other. But, not much about how an #IntelligentSystem should be built. How do we make evals more informative? (1/8)

📖 Paper: arxiv.org/abs/2402.00234
🎥Talk: drive.google.com/file/d/1m79W...

Alternate version of Paper Mario : Color splash where in addition to causing the loss of the colors of Barbouille island, Bowser kidnapped the princesses Rosalina and Peach by sequestering them in a section of his castle.

Princesses Rosalina and Peach prisoners

#PaperMarioColorSplash #Nintendo #Intelligentsystem #PrincesseHarmonie #PrincessRosalina #PrincessPach #blondes #longhair #bondage #ropes #otmgag #otmgaggedwomen #boundandgaggedwomen #prisoners #hostages #captivity #kidnapping #womeninperil

Princess Rosalina having been kidnapped by count Niark of Super Paper Mario having failed a few years ago to develop her plan having been dismantled by the Mario brothers, princess Peach and Bowser. To satisfy his perversion and twisted mind, he bewitched Rosalina to force her to wear a sadomasochistic suit so that he could better understand the beauty of his body after having firmly tied/gagged her.

Rosalina sadomaso

#SuperPaperMario #Nintendo #Intelligentsystem #PrincesseHarmonie #PrincessRosalina #blonde #longhair #ponytail #bondage #ropes #hogtied #kidnapping #prisoner #hostage #captivity #womanindistres #womaninperil #latexsuit

Yesterday I finished Seer's Snare and my Goldmary went all crazy after the first row of Skills and with Merrin's support she was unstoppable!
#FEH #FireEmblemHeroes #Fireemblem #Intelligentsystem #Nintendo

youtu.be/4Rct5xKn-FQ
I uploaded a new soundtrack to my YouTube channel.
#Fireemblem #Nintendo #Intelligentsystem #FEH

One turn clear with Gullveig, the foes couldn't even move an inch.
#FEH #Fireemblemheroes #Nintendo #Gullveig #Intelligentsystem

Finally, I'm all done with this! All thanks to my Tablet and auto clicker. I was able to do other things while farming HM, like go for a walk, do preparations and more.

#FEH #Fireemblemheroes #Fireemblem #Nintendo #Intelligentsystem