Lmst

I fed a book chapter I wrote into #notebooklm and got some nice infographic and slides, with some hallucinations.
Article "Automated surface mapping via #unsupervised learning and classification of #Mercury Visible–Near-Infrared #reflectance spectra"
https://www.sciencedirect.com/science/chapter/edited-volume/abs/pii/B9780128187210000161
Not really happy with feeding Elsevier, but my boss was ok with it....

infographic generated by notebooklm on the linked paper: a cloud of point is fed from a satellite to a data reduction pipeline and results in surface maps of different colors

@ai6yr

When I was young, kids up the street came down, asked,

"Can we have some crabapples?"

"Uh, sure."

Hauled off a few kilos.

In their yard, a cannon made from a coffee can, braised small pipe in front, bipod legs under, metal screw cap on top, cord running to back with glow wire inside.

Thimbleful of gasoline inside, cap on, slap train transformer lever, and "Boomp!"

Flaming crabapples arc high over the house across the street!

Yeah. Not good.

My #unsupervised #childhood

This 100% happens. I visited a bookstore with a friend. She went to the bathroom, leaving me along, among the shelves. She came back 10 minutes later. I had armfuls of books. Her fault. Not mine. That's my story and I'm sticking to it! #unsupervised #books #booklovers #amreading

I let my AI agents run unsupervised and they burned $200 in 2 hours

https://blog.justcopy.ai/p/i-let-my-ai-agents-run-unsupervised

#HackerNews #AI #Agents #Unsupervised #Burned #Cash #Experiment

🤯 Behold the digital equivalent of #scribbling on a napkin with equations: a 464-character #chaos masquerading as 'art.' 🌪️ This fever dream of code is what happens when you leave math #unsupervised after dark. 🖥️🔢
https://blog.pkh.me/p/45-code-golfing-a-tiny-demo-using-maths-and-a-pinch-of-insanity.html #digitalart #mathcode #creativity #HackerNews #ngated

Researchers have finally discovered that if you leave language models #unsupervised, they turn into unruly teenagers who refuse to clean their rooms or do anything useful. 🤖🧹 Meanwhile, the Simons Foundation is still trying to figure out which member institutions actually support this academic circus. 🎪🎓
https://arxiv.org/abs/2506.10139 #languagemodels #research #academiccircus #AIbehavior #HackerNews #ngated

Unsupervised Elicitation of Language Models

https://arxiv.org/abs/2506.10139

#HackerNews #Unsupervised #Elicitation #of #Language #Models #LanguageModels #AIResearch #NaturalLanguageProcessing #MachineLearning #HackerNews

I put up an essay on my blog: "Unsupervised AI Children". It's about the issue of unsupervised AI doing self-directed learning.

https://netsettlement.blogspot.com/2025/05/unsupervised-ai-children.html

#AI #learning #unsupervised #UnsupervisedLearning #LLM #LLMs #ethics #AIEthics #safety #technology #risk #AlphaEvolve #MachineLearning #EvolutionaryProgramming

#Zoomposium with Dr. #Patrick #Krauß: Building instructions for #artificial #consciousness

Transferring the various stages of #Damasio's #theory of consciousness 1:1 into concrete #schematics for #deeplearning. To this end, strategies such as #feedforward connections, #recurrent #connections in the form of #reinforcement learning and #unsupervised #learning are used to simulate the #biological #processes of the #neuronal #networks.

More at: https://philosophies.de/index.php/2023/10/24/bauanleitung-kuenstliches-bewusstsein/

or: https://youtu.be/rXamzyoggCo

#Zoomposium mit Dr. #Patrick #Krauß: „Bauanleitung #Künstliches #Bewusstsein“

Die verschiedenen Stufen von #Damasios #Theorie des Bewusstseins 1:1 in konkrete #Schaltpläne für ein #DeepLearning zu überführen. Hierzu werden Strategien wie #feedforward connections, #recurrent #connections in Form von #reinforcement learning und #unsupervised learning angewendet, um die #biologischen #Prozesse der #neuronalen #Netze zu simulieren.

Mehr auf: https://philosophies.de/index.php/2023/10/24/bauanleitung-kuenstliches-bewusstsein/

oder: https://youtu.be/rXamzyoggCo

SciTech Chronicles. . . . . . . . .Feb 11, 2025
- - -

https://bit.ly/stc021125
- - -

#Hezingen #diobolgeldæ #Wodan #Stapol #core #deep-Earth #Yellowknife #deformation #SWATH #sailboat #autonomous #self-sufficient #LIGO #multi-messenger #KAGRA #IceCube #Torque-Clustering #learning #Unsupervised #parameter-free

SciTech Chronicles. . . . . . . . .Feb 11, 2025

https://bit.ly/stc021125

#Hezingen #diobolgeldæ #Wodan #Stapol #core #deep-Earth #Yellowknife #deformation #SWATH #sailboat #autonomous #self-sufficient #LIGO #multi-messenger #KAGRA #IceCube #Torque-Clustering #learning #Unsupervised #parameter-free

Someone filmed young #boys and #girls left #unsupervised for five days to see what happened

https://www.upworthy.com/experiment-leaves-boys-and-girls-unsupervised-for-five-days-ex1

Someone just shared this awesome comic with me. Does anyone know the original source? (I can't read the small signature.) 3 Complaining #machinelearning robots 🤖 : #SupervisedLearning - they gave me so much to read, and test! #unsupervised - Me too. But at least they told you the answers. #reinforcementlearning - At least you don't get punished for every wrong action. 😆

May I kindly draw your attention to this scientific paper in the #JournalOfWebSemantics, since my fate was to read many versions of it and to comment extensively:

›A simple and efficient approach to #unsupervised #InstanceMatching and its application to #LinkedData of #PowerPlants‹

→ https://doi.org/10.1016/j.websem.2024.100815

1/4

🌺

🏷️ #MachineLearning #InstanceMatching #RecordLinkage #OntologyMatching #ArtificialIntelligence #AutoCal #MatChain #PyPI #WorldAvatar #DigitalTwin #Python #WebSem #KnowledgeGraph

“Building High-level Features Using Large Scale Unsupervised Learning”

🔗https://arxiv.org/abs/1112.6209

#cat #face #Unsupervised #learning #2012 #QuocVLe

Äsh, barnet hamnade hos en kompis… jag passar på att jobba lite till #unsupervised

Da série vi na rede ao lado (LinkedIn) perfil do pessoal do Instituto Brasileiro de Neuromarketing e Neuroeconomia.

O artista Refik Anadol realizou a exposição #Unsupervised no #Museu de #Arte Moderna (MoMA) de Nova York, colaborando com uma equipe de neurocientistas para investigar como as tecnologias mais recentes permitem a compreensão da resposta do cérebro humano à arte.