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Amazon's Halo wearable, with Tone feature enabled on a smartphone. Photo courtesy of Amazon.

Amazon's new Halo health wearable device will track your physical activity, your sleep patterns — and, by listening to your voice, your emotional tone.

Why it matters: The device's tone-tracking service raises questions about user privacy, but it's also part of a growing industry that employs AI and voice-recognition to analyze the emotional affect in a human voice.

How it works: In many ways, the $99.99 Halo is a standard wearable, tracking a user's health with the help of an accompanying smartphone app.

  • What sets it apart is a small mic on the band that can record snippets of your voice, which is analyzed using machine-learning to take into account pitch, intensity, tempo and rhythm.
  • Those bits of speech are timestamped and identified with labels like "content" or "hesitant," as well as measured for "positivity" and "energy level."

Not surprisingly, the idea of a device from one of the biggest tech companies analyzing the emotional tone of a user's voice raised "Black Mirror" comparisons.

Yes, but: Users have to opt in to the tone feature, and Amazon emphasized that speech samples are recorded locally on the phone — not shared on the cloud — and are automatically deleted after processing so that no one can listen to them.

Still, what's known as "sentiment analysis" is increasingly being used by businesses in voice communication, often to help sales agents interact with customers — a need that has grown as agents carry out their work remotely during the pandemic.

  • But even some of those in the field caution that machines lag behind humans when it comes to interpreting emotion. "It's natural for people to be empathetic," says Zayd Enam, the co-founder of Cresta, an AI startup that coaches sales agents in real time. "Our goal is to give agents the answers so they can focus on the human component."

The bottom line: It's still best to let human beings — not machines — police your tone.

Go deeper

Bryan Walsh, author of Future
Updated Aug 29, 2020 - Technology

Elon Musk's Neuralink wants to read your brain

Illustration: Eniola Odetunde/Axios

Elon Musk gave the world a progress update on his brain-machine interface startup Neuralink on Friday, showcasing a small implant that can read and transmit the neural activity of a pig.

Why it matters: The Neuralink implant still has yet to be tested in human beings, but it's part of a wave of brain-machine interface technologies that aim to address neurological diseases and injuries, and eventually directly link human brains to the internet.

Updated 44 mins ago - Politics & Policy

Coronavirus dashboard

Illustration: Sarah Grillo/Axios

  1. Health: Coronavirus may have been in U.S. in December 2019, study finds — Hospital crisis deepens as holiday season nears.
  2. Politics: Bipartisan group of senators unveil $908 billion COVID stimulus proposalFDA chief was called to West Wing to explain why agency hasn't moved faster on vaccine — The words that actually persuade people on the pandemic
  3. Vaccine: Moderna to file for FDA emergency use authorizationVaccinating rural America won't be easy — Being last in the vaccine queue is young people's next big COVID test.
  4. States: Cuomo orders emergency hospital protocols as New York's COVID capacity dwindles.
  5. World: European regulators to assess first COVID-19 vaccine by Dec. 29
  6. 🎧 Podcast: The state of play of the top vaccines.

Bipartisan group of senators unveils $908 billion COVID stimulus proposal

Sens. Joe Manchin (D-W.Va.) and Susan Collins (R-Maine) in the Capitol in 2018. Photo: Tom Williams/CQ Roll Call

A bipartisan group of senators on Tuesday proposed a $908 billion coronavirus stimulus package, in one of the few concrete steps toward COVID relief made by Congress in several months.

Why it matters: Recent data shows that the economic recovery is floundering as coronavirus cases surge and hospitals threaten to be overwhelmed heading into what is likely to be a grim winter.