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#deeplearning

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Miguel Afonso Caetano

"You can only throw so much money at a problem.

This, more or less, is the line being taken by AI researchers in a recent survey. Asked whether "scaling up" current AI approaches could lead to achieving artificial general intelligence (AGI), or a general purpose AI that matches or surpasses human cognition, an overwhelming 76 percent of respondents said it was "unlikely" or "very unlikely" to succeed.

Published in a new report, the findings of the survey, which queried 475 AI researchers and was conducted by scientists at the Association for the Advancement of Artificial Intelligence, offer a resounding rebuff to the tech industry's long-preferred method of achieving AI gains — by furnishing generative models, and the data centers that are used to train and run them, with more hardware. Given that AGI is what AI developers all claim to be their end game, it's safe to say that scaling is widely seen as a dead end."

futurism.com/ai-researchers-te

Futurism · Majority of AI Researchers Say Tech Industry Is Pouring Billions Into a Dead EndBy Frank Landymore
#AI#GenerativeAI#AGI
Public
💧🌏 Greg Cocks

Earth's Oceans Are Filled With What Scientists Are Calling ‘Dark Vessels’ | Satellite Mapping Reveals Extensive Industrial Activity At Sea
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earth.com/news/dark-vessels-mo <-- shared technical article
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doi.org/10.1038/s41586-023-068 <-- shared paper
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dialogo-americas.com/articles/ <-- shared opinion piece
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#GIS #spatial #mapping #remotesensing #satellite #illegalfishing #tracking #AI #statesponsored #deeplearning #darkvessels #GPS #transmitters #AIS #turnedoff #maritime #marine #vessels #foodsecurity #sustainability #global #globalsecurity #transponders #smuggling #illegal #commercialfishing #transport #energy #oil #gas #shipping #resources #Sentential #Sentential1 #spatialanalysis #spatiotemporal #realtime #model #modeling #neuralnetwork #accuracy #radar #SAR #cargoship #infrastructure #ocean #worldwide #humanrights #MPAs #coast #coastal #EEZs #tankers #industrial #sea #windfarms

photo - Chinese fishing boats leaving port en masse
maps and charts - The growing footprint of offshore development extends far beyond the fixed infrastructure
maps & charts - About 75% of global industrial fishing and 25% of other vessel activity is not publicly tracked
maps - High-resolution mapping reveals detailed patterns of fishing activity not publicly tracked
Public
Dr. Carlotta A. Berry, PhD

#AI #MachineLearning #BiasInAI #STEMSaturday #DeepLearning #ComputerVision #Robotics #ReinforcementLearning

Meet the editors of "Mitigating Bias in Machine Learning" Dr. Carlotta Berry and Dr. Brandeis Hill Marshall (Brandeis Marshall, PhD)
This practical guide shows, step by step, how to use machine learning to carry out actionable decisions that do not discriminate based on numerous human factors, including ethnicity and gender.
On Sale On Amazon a.co/d/dtMizVH

Public
Coach Pāṇini ®

I keep forgetting about the impending bubble collapse that was going to get blamed on #KamalaHarris:

A few days ago, the well-known venture capitalist #MarcAndreesen started to spill the beans, saying on a podcast “we're increasing [graphics processing units] at the same rate, we're not getting the intelligent improvements at all out of it” – which is basically VC-ese for “#deeplearning is hitting a wall.”
garymarcus.substack.com/p/conf

Marcus on AI · CONFIRMED: LLMs have indeed reached a point of diminishing returnsBy Gary Marcus
Public
Rami Krispin :unverified:

Large Language Models Course 🚀

Large Language Models is a new course by Prof. Tanmoy Chakraborty from IIT Delhi and researchers from IBM Research, Microsoft, and DA-IICT. This full semester course (26 lectures) covers topics such as:
✅ Introduction to NLP
✅ Word2Vec
✅ Core deep learning models for NLP applications (RNN, LSTM, GRU, etc.)
✅ Tokenizing
✅ Instruction tuning
✅ Vision Language Models

📽️ youtube.com/playlist?list=PLqG

#AI#LLM#Data
Public
Altreconomia

Scatole oscure o intelligenze aliene? Il caso del software AlphaGo e i fantasmi di Italo Calvino altreconomia.it/scatole-oscure #Intelligenzaartificiale #reinforcementlearning #scatoleoscure #deeplearning #italocalvino #alanturing #samaltman #Opinioni #deepmind #alphago #chatgpt #Harari #go

Altreconomia · Scatole oscure o intelligenze aliene? Il caso del software AlphaGo e i fantasmi di Italo CalvinoAlphaGo è un’Intelligenza artificiale creata dalla società DeepMind, oggi controllata da Google, per battere gli esseri umani al gioco orientale del Go. Nel 2016 ha sconfitto il campione mondiale con una mossa ritenuta "sbagliata", spingendo diversi osservatori a parlare di intelligenza quasi magica. Una visione "tecnoentusiasta" che agita l'imperscrutabile ma dimostra di ignorare la statistica. E non solo
Continued thread
Public
Stuart Gray

I've had a long-time interest in AI (I prefer the terms Machine Intelligence or Machine Learning) and Procedural Generation (ProcGen). Mostly the practical applications and implementation of them, rather than novel research, things like Large Language Models (LLMs), Natural Language Processing (NLP), Image Generation & Diffusion, Computer Vision, Object Recogntion, and Deep Learning.

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#AI#MachineIntelligence#MachineLearning
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