The Batch: Happy Halloween! Neural Nets Awaken, Foundation Models Go Rogue, Bots Take Over the Office, GPUs Dry Up
Halloween

The Batch: Happy Halloween! Neural Nets Awaken, Foundation Models Go Rogue, Bots Take Over the Office, GPUs Dry Up

The Batch - AI News & Insights. Each year, AI brings wondrous advances. But, as Halloween approaches and the veil lifts between the material and ghostly realms, we see that spirits take advantage of these developments at least as much as humans do.

October 26, 202210 min read
Your Coworkers Aren’t Human: Confronting the Fear of a White Collar AI Takeover
Halloween

Your Coworkers Aren’t Human: Confronting the Fear of a White Collar AI Takeover

The new remote administrative assistant is a little too perky, hardworking, and efficient. Is it because he’s a bot?

October 26, 20221 min read
Your Coworkers Aren’t Human: Confronting the Fear of a White Collar AI Takeover
Halloween

Your Coworkers Aren’t Human: Confronting the Fear of a White Collar AI Takeover

The new remote administrative assistant is a little too perky, hardworking, and efficient. Is it because he’s a bot?

October 26, 20221 min read
Inhuman Resources: Confronting the Fear of AI-Powered Hiring in 2022
Halloween

Inhuman Resources: Confronting the Fear of AI-Powered Hiring in 2022

Companies are using AI to screen and even interview job applicants. What happens when out-of-control algorithms are the human resources department?

October 26, 20222 min read
Inhuman Resources: Confronting the Fear of AI-Powered Hiring in 2022
Halloween

Inhuman Resources: Confronting the Fear of AI-Powered Hiring in 2022

Companies are using AI to screen and even interview job applicants. What happens when out-of-control algorithms are the human resources department?

October 26, 20222 min read
No More GPUs: Confronting the Fear of a Global Chip Shortage
Halloween

No More GPUs: Confronting the Fear of a Global Chip Shortage

Advanced AI requires advanced hardware. What if the global supply of high-end AI chips dries up? Most of the world’s advanced AI processors are manufactured in Taiwan, where tension with mainland China is rising.

October 26, 20222 min read
The Black Box Awakens: Confronting the Fear of Self-Aware AI in 2022
Halloween

The Black Box Awakens: Confronting the Fear of Self-Aware AI in 2022

AI researchers are starting to see ghosts in their machines. Are they hallucinations, or does a dawning consciousness haunt the trained weights?

October 26, 20222 min read
No More GPUs: Confronting the Fear of a Global Chip Shortage
Halloween

No More GPUs: Confronting the Fear of a Global Chip Shortage

Advanced AI requires advanced hardware. What if the global supply of high-end AI chips dries up? Most of the world’s advanced AI processors are manufactured in Taiwan, where tension with mainland China is rising.

October 26, 20222 min read
The Black Box Awakens: Confronting the Fear of Self-Aware AI in 2022
Halloween

The Black Box Awakens: Confronting the Fear of Self-Aware AI in 2022

AI researchers are starting to see ghosts in their machines. Are they hallucinations, or does a dawning consciousness haunt the trained weights?

October 26, 20222 min read
Artistry Is Obsolete: Is AI Making Human Artists Obsolete?
Halloween

Artistry Is Obsolete: Is AI Making Human Artists Obsolete?

Is human creativity being replaced by the synthetic equivalent? The fear: AI is cranking out increasingly sophisticated visual, musical, and literary works. AI-generated media will flood the market, squeezing out human artists and depriving the world of their creativity.

October 27, 20212 min read
Artistry Is Obsolete: Is AI Making Human Artists Obsolete?
Halloween

Artistry Is Obsolete: Is AI Making Human Artists Obsolete?

Is human creativity being replaced by the synthetic equivalent? The fear: AI is cranking out increasingly sophisticated visual, musical, and literary works. AI-generated media will flood the market, squeezing out human artists and depriving the world of their creativity.

October 27, 20212 min read
Democracies Embrace Surveillance: AI Increasingly Spies on Citizens of Western Democracies
Halloween

Democracies Embrace Surveillance: AI Increasingly Spies on Citizens of Western Democracies

What if AI-enabled monitoring isn’t just for dictators and despots?The fear: Under the pretext of maintaining law and order, even countries founded on a commitment to individual rights allow police to take advantage of smart-city infrastructure and smart-home devices.

October 27, 20211 min read
Democracies Embrace Surveillance: AI Increasingly Spies on Citizens of Western Democracies
Halloween

Democracies Embrace Surveillance: AI Increasingly Spies on Citizens of Western Democracies

What if AI-enabled monitoring isn’t just for dictators and despots?The fear: Under the pretext of maintaining law and order, even countries founded on a commitment to individual rights allow police to take advantage of smart-city infrastructure and smart-home devices.

October 27, 20211 min read
New Models Inherit Old Flaws: Foundation models can pass along biases to their  fine-tuned progeny.
Halloween

New Models Inherit Old Flaws: Foundation models can pass along biases to their fine-tuned progeny.

Is AI becoming inbred? The fear: The best models increasingly are fine-tuned versions of a small number of so-called foundation models that were pretrained on immense quantities of data scraped from the web.

October 27, 20211 min read
New Models Inherit Old Flaws: Foundation models can pass along biases to their  fine-tuned progeny.
Halloween

New Models Inherit Old Flaws: Foundation models can pass along biases to their fine-tuned progeny.

Is AI becoming inbred? The fear: The best models increasingly are fine-tuned versions of a small number of so-called foundation models that were pretrained on immense quantities of data scraped from the web.

October 27, 20211 min read

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