Different screenshots of Create with Alexa feature displayed on a tablet
Language

How Alexa Says Goodnight: Amazon Echo uses generative AI to create bedtime stories.

Too exhausted (or unimaginative) to tell your child a bedtime story? Amazon’s smart displays can spin bespoke tales on demand. A feature called Create with Alexa generates children’s stories complete with illustrations, music, and sound effects on the Amazon Echo Show device.
List of ChatGPT's examples, capabilities and limitations
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More Plausible Text, Familiar Failings: ChatGPT hasn’t overcome the weaknesses of other large language models

Members of the AI community tested the limits of the ChatGPT chatbot, unleashing an avalanche of tweets that made for sometimes-great, sometimes-troubling entertainment.
Image of body parts in Hokkien, map showing Hokkien speaking regions across the world and Model architecture of S2ST
Language

Translating a Mostly Oral Language: How Meta Trained an NLP Model to Translate Hokkein

Most speech-to-speech translation systems use text as an intermediate mode. So how do you build an automated translator for a language that has no standard written form? A new approach trained neural networks to translate a primarily oral language.
Charts showing performance scaling of TPU vs GPU on MLPerf-Transformer and Cerebras GPT-3 XL Performance
Language

Built to Scale: Andromeda Supercomputer from Cerebras Speeds up AI

A new computing cluster delivers more bang per chip. Cerebras unveiled Andromeda, a supercomputer based on its processors. Unlike conventional clusters, the system’s processing speed rises linearly with additional processors.
Dependency between compute budget and number of parameters
Language

Right-Sizing Models for the Dataset: Finding the Best Data-To-Parameter Ratio for NLP Models

The route to improving transformer-based language models like GPT-3 and Gopher, which are trained on immense quantities of text scraped from the web, has been to increase their size. But research shows that, given a processing budget, bigger doesn’t necessarily mean better.
A series of screen captures from the Social Sentinel platform
Language

When Safety Becomes Surveillance: Colleges Track Students Using AI Designed to Monitor Mental Health

United States colleges tracked activists using a natural language processing system intended to monitor their mental health.
Plot demonstrating the relative sizes of parallel and monolingual examples
Language

Massively Multilingual Translation: Machine Learning Model Trained to Translate 1,000 Languages

Recent work showed that models for multilingual machine translation can increase the number of languages they translate by scraping the web for pairs of equivalent sentences in different languages. A new study radically expanded the language repertoire through training on untranslated web text.
Different logos from companies like OpenAI, Stability.ai, Jasper and the dollar sign
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Generating Investment: Generative AI Startups Raise Hundreds of Millions in Funding

The generative gold rush is on. Venture capitalists are betting hundreds of millions of dollars on startups that use AI to generate images, text, and more, Wired reported.
Illustration of Frankenstein connected to many chemical elements inside of a lab
Language

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?
Technical components of No Language Left Behind and how they fit together
Language

The Net Speaks in Many Tongues: NLP Model Translates 200 Different Languages

Sentence pairs that have equivalent meanings in different languages — typically used to train machine translation systems — have been available in sufficient quantities for only around 100 languages. New work doubled that number and produced a more capable model.
AI-generated image of Joe Rogan interviewing Steve Jobs
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All Synthetic, All the Time: Joe Rogan Meets Steve Jobs in an AI-Generated Podcast

For the debut episode of a new podcast series, Play.ht synthesized a 19-minute interview between the rock-star podcaster and late Apple CEO.
Example of a video produced from a story-like description
Language

Long-Form Videos from Text Stories: Google's Phenaki Generates Long-Form Video from Text

Only a week ago, researchers unveiled a system that generates a few seconds of video based on a text prompt. New work enables a text-to-video system to produce an entire visual narrative from several sentences of text.
Robot with an arm, camera, and gripper handing over a plastic bottle to a person
Language

Parsing Commands Into Actions: NLP Helps Google Robot Understand Spoken Instructions

A new method enables robots to respond helpfully to verbal commands by pairing a natural language model with a repertoire of existing skills.
Different Nvidia cloud-computing services
Language

Chipmaker Boosts AI as a Service: Nvidia Launches Cloud Service for NLP Models

Nvidia, known for chips designed to process AI systems, is providing access to large language models. Nvidia announced early access to NeMo LLM and BioNeMo, cloud-computing services that enable developers to generate text and biological sequences respectively.
Illustration of a laughing robot
Language

Toward Machines That LOL: Scientists Teach a Speech Recognition Robot to Laugh

Even if we manage to stop robots from taking over the world, they may still have the last laugh. Researchers at Kyoto University developed a series of neural networks that enable a robot engaged in spoken conversation to chortle along with its human interlocutor.

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