Halloween

71 Posts

Monsters of AI: AI Psychosis, Lethal Drones, Decaying Data, Speculative Bubbles
Halloween

Monsters of AI: AI Psychosis, Lethal Drones, Decaying Data, Speculative Bubbles

The Batch AI News and Insights: Today I’m launching DeepLearning.AI Pro — the one membership that keeps you at the forefront of AI. Please join!

October 29, 202514 min read
Autonomous Systems Wage War: Drones are redefining warfare. What if humans lose control?
Halloween

Autonomous Systems Wage War: Drones are redefining warfare. What if humans lose control?

Drones are becoming the deadliest weapons in today’s war zones, and they’re not just following orders. Should AI decide who lives or dies?

October 29, 20253 min read
Web Data Diminishes: What if online publishers make it harder and more expensive to train models?
Halloween

Web Data Diminishes: What if online publishers make it harder and more expensive to train models?

For decades, AI developers have treated the web as an open faucet of training data. Now publishers are shutting the tap. Will web data dry up?

October 29, 20253 min read
The AI Boom Is Bound to Bust: What if big investments in AI models, data centers, and hot startups don't pay off?
Halloween

The AI Boom Is Bound to Bust: What if big investments in AI models, data centers, and hot startups don't pay off?

Leading AI companies are spending mountains of cash in hopes that the technology will deliver outsize profits before investors lose patience. Are exuberant bets on big returns grounded in the quicksand of wishful thinking?

October 29, 20253 min read
Chatbots Lead Users Into Rabbit Holes: When paranoia, delusions, and other signs of mental illness meet AI
Halloween

Chatbots Lead Users Into Rabbit Holes: When paranoia, delusions, and other signs of mental illness meet AI

Conversations with chatbots are loosening users’ grips on reality, fueling the sorts of delusions that can trigger episodes of severe mental illness. Are AI models driving us insane?

October 29, 20253 min read
Synthetic Data Distorts Models: Could training on generated output doom AI’s future?
Halloween

Synthetic Data Distorts Models: Could training on generated output doom AI’s future?

Training successive neural networks on the outputs of previous networks gradually degrades performance. Will future models succumb to the curse of recursive training?

October 30, 20242 min read
Synthetic Data Distorts Models: Could training on generated output doom AI’s future?
Halloween

Synthetic Data Distorts Models: Could training on generated output doom AI’s future?

Training successive neural networks on the outputs of previous networks gradually degrades performance. Will future models succumb to the curse of recursive training?

October 30, 20242 min read
Benchmark Tests Are Meaningless: The problem with training data contamination in machine learning
Halloween

Benchmark Tests Are Meaningless: The problem with training data contamination in machine learning

The universe of web pages includes correct answers to common questions that are used to test large language models. How can we evaluate new models if they’ve studied the answers before we give them the test?

October 30, 20242 min read
Benchmark Tests Are Meaningless: The problem with training data contamination in machine learning
Halloween

Benchmark Tests Are Meaningless: The problem with training data contamination in machine learning

The universe of web pages includes correct answers to common questions that are used to test large language models. How can we evaluate new models if they’ve studied the answers before we give them the test?

October 30, 20242 min read
No Work for Coders: Could coding assistants take over software development?
Halloween

No Work for Coders: Could coding assistants take over software development?

AI coding assistants are brewing codebases that once were the sole province of human programmers. Will AI systems take over software development?

October 30, 20242 min read
No Work for Coders: Could coding assistants take over software development?
Halloween

No Work for Coders: Could coding assistants take over software development?

AI coding assistants are brewing codebases that once were the sole province of human programmers. Will AI systems take over software development?

October 30, 20242 min read
Innovation Can’t Win: Bureaucracy chokes AI growth as lawmakers tighten grip
Halloween

Innovation Can’t Win: Bureaucracy chokes AI growth as lawmakers tighten grip

Politicians and pundits have conjured visions of doom to convince lawmakers to clamp down on AI. What if terrified legislators choke off innovation in AI?

October 30, 20243 min read
Innovation Can’t Win: Bureaucracy chokes AI growth as lawmakers tighten grip
Halloween

Innovation Can’t Win: Bureaucracy chokes AI growth as lawmakers tighten grip

Politicians and pundits have conjured visions of doom to convince lawmakers to clamp down on AI. What if terrified legislators choke off innovation in AI?

October 30, 20243 min read
AI Burns All the Energy: Will AI’s growing power demands drain the grid?
Halloween

AI Burns All the Energy: Will AI’s growing power demands drain the grid?

The globe’s growing AI infrastructure requires huge amounts of electricity, possibly more than power providers can generate responsibly. Could AI models suck energy resources dry?

October 30, 20242 min read
AI Burns All the Energy: Will AI’s growing power demands drain the grid?
Halloween

AI Burns All the Energy: Will AI’s growing power demands drain the grid?

The globe’s growing AI infrastructure requires huge amounts of electricity, possibly more than power providers can generate responsibly. Could AI models suck energy resources dry?

October 30, 20242 min read

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