* . *
  • About
  • Advertise
  • Privacy & Policy
  • Contact
Tuesday, September 23, 2025
Earth-News
  • Home
  • Business
  • Entertainment
    Caesars Entertainment (CZR): Assessing Valuation After Times Square Casino Setback and Mounting Investor Concerns – simplywall.st

    Caesars Entertainment Faces Times Square Casino Hurdles as Investor Concerns Mount

    Why Hilaria Baldwin Has Found the ‘DWTS’ Process ‘Embarrassing’ At Times – WFXG

    Hilaria Baldwin Opens Up About the Embarrassing Moments on Her ‘DWTS’ Journey

    Harvest Fest 2025 – yadkinripple.com

    Celebrate the Bounty: Harvest Fest 2025 is Coming!

    Fox News Entertainment Newsletter: Kate Middleton stuns during Trump state visit, Brett James dead at 57 – Fox News

    Kate Middleton Stuns During Trump State Visit; Remembering Brett James at 57

    Lara Beitz to headline Oshkosh show with top comedians at Time Community Theater Sept. 27 – Yahoo

    Lara Beitz to Headline Star-Studded Oshkosh Comedy Night on September 27

    Shakespeare (with a twist) in Grand Junction – Yahoo

    Experience Shakespeare Like Never Before in Grand Junction

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    Meta to expand Montgomery data hub, pushing total investment to $1.5 billion – Alabama Department of Commerce

    Meta to Supercharge Montgomery Data Hub with $1.5 Billion Investment

    Agentic AI and the future of work: navigating technological promise and the risk of increased automation – Equal Times

    Agentic AI and the Future of Work: Embracing Innovation While Navigating Automation Challenges

    Technology alliance introduces system for stable recycling quality – RECYCLING magazine

    Innovative Technology Alliance Unveils Breakthrough System for Consistent Recycling Quality

    Pepper Pike council considers upgrading technology for streaming meetings, remote meeting participation – Cleveland.com

    Pepper Pike Council Explores Upgrading Technology for Enhanced Streaming and Remote Participation

    How Michelin Uses Technology to Rethink Tire Manufacturing: Interview – Motor1.com

    How Michelin’s Tech-Driven Revolution Is Transforming Tire Manufacturing

    Analysts Offer Insights on Technology Companies: Avnet (AVT), Nvidia (NVDA) and Atlassian (TEAM) – The Globe and Mail

    Experts Share Key Insights on Avnet, Nvidia, and Atlassian’s Future Prospects

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
  • Home
  • Business
  • Entertainment
    Caesars Entertainment (CZR): Assessing Valuation After Times Square Casino Setback and Mounting Investor Concerns – simplywall.st

    Caesars Entertainment Faces Times Square Casino Hurdles as Investor Concerns Mount

    Why Hilaria Baldwin Has Found the ‘DWTS’ Process ‘Embarrassing’ At Times – WFXG

    Hilaria Baldwin Opens Up About the Embarrassing Moments on Her ‘DWTS’ Journey

    Harvest Fest 2025 – yadkinripple.com

    Celebrate the Bounty: Harvest Fest 2025 is Coming!

    Fox News Entertainment Newsletter: Kate Middleton stuns during Trump state visit, Brett James dead at 57 – Fox News

    Kate Middleton Stuns During Trump State Visit; Remembering Brett James at 57

    Lara Beitz to headline Oshkosh show with top comedians at Time Community Theater Sept. 27 – Yahoo

    Lara Beitz to Headline Star-Studded Oshkosh Comedy Night on September 27

    Shakespeare (with a twist) in Grand Junction – Yahoo

    Experience Shakespeare Like Never Before in Grand Junction

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    Meta to expand Montgomery data hub, pushing total investment to $1.5 billion – Alabama Department of Commerce

    Meta to Supercharge Montgomery Data Hub with $1.5 Billion Investment

    Agentic AI and the future of work: navigating technological promise and the risk of increased automation – Equal Times

    Agentic AI and the Future of Work: Embracing Innovation While Navigating Automation Challenges

    Technology alliance introduces system for stable recycling quality – RECYCLING magazine

    Innovative Technology Alliance Unveils Breakthrough System for Consistent Recycling Quality

    Pepper Pike council considers upgrading technology for streaming meetings, remote meeting participation – Cleveland.com

    Pepper Pike Council Explores Upgrading Technology for Enhanced Streaming and Remote Participation

    How Michelin Uses Technology to Rethink Tire Manufacturing: Interview – Motor1.com

    How Michelin’s Tech-Driven Revolution Is Transforming Tire Manufacturing

    Analysts Offer Insights on Technology Companies: Avnet (AVT), Nvidia (NVDA) and Atlassian (TEAM) – The Globe and Mail

    Experts Share Key Insights on Avnet, Nvidia, and Atlassian’s Future Prospects

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
Earth-News
No Result
View All Result
Home Business

Investors use AI to find out what executives really think

November 14, 2023
in Business
Investors use AI to find out what executives really think
Share on FacebookShare on Twitter

Mr DeSouza resigned less than two months later.

The idea that audio recordings could provide tips on executives’ true emotions has caught the attention of some of the world’s largest investors.

Many funds already use algorithms to trawl through transcripts of earnings calls and company presentations to glean signals from executives’ choice of words – a field known as “Natural Language Processing” (NLP). Now they are trying to find further messages in the way those words are spoken.

“The idea is that audio captures more than just what is in text,” said Mike Chen, head of alternative alpha research at Robeco, the asset manager. “Even if you have a sophisticated semantic machine, it only captures semantics.”

Hesitation and filler words tend to be left out of transcripts, and AI can also pick up some “microtremors” that are imperceptible to the human ear.

Robeco, which manages over $US80 billion in algorithmically driven funds, making it one of the largest quants, began adding audio signals picked up through AI into its strategies earlier this year. Mr Chen said it had added to returns, and that he expected more investors to follow suit.

The use of audio represents a new level in the game of cat and mouse between fund managers and executives.

“We found tremendous value from transcripts,” said Yin Luo, head of quantitative research at Wolfe Research. “The problem that has created for us and many others is that overall sentiment is becoming more and more positive . . . [because] company management knows their messages are being analysed.”

Multiple research papers have found that presentations have become increasingly positive since the emergence of NLP, as companies adjust their language to game the algorithms.

A paper co-written by Mr Luo earlier this year found that combining traditional NLP with audio analysis was an effective way to differentiate between companies as their filings become increasingly “standardised”.

Although costs have come down, the approach can still be relatively expensive. Robeco spent three years investing in a new technology infrastructure before it even began work on incorporating audio analysis.

Mr Chen spent years trying to use audio before joining Robeco, but found the technology was not advanced enough. And while the insights available have improved, there are still limitations.

To avoid jumping to conclusions based on different personalities – some executives may just be more naturally effusive than others – the most reliable analysis comes from comparing different speeches by the same individual over time. But that can make it harder to judge the performance of a new leader – arguably a time when insight would be particularly useful.

“A limitation even in NLP is that a CEO change messes up the overall sentiment [analysis],” said one executive at a company that provides NLP analysis. “This disruption effect has got to be stronger with voice.”

Developers must also avoid adding their own biases into algorithms based on audio, where differences such as gender, class or race can be more obvious than in text.

“We are very careful in making sure the conscious biases that we’re aware of don’t make it in, but there could still be subconscious ones,” said Mr Chen. “Having a large and diverse research team at Robeco helps.”

Algorithms can give misleading results if they try to analyse someone speaking in a non-native language, and an interpretation that works in one language may not work in another.

Just as companies have tried to adapt to text analysis, Mr Pope predicted investor relations teams would start coaching executives to monitor voice tone and other behaviour that transcripts miss.

Voice analysis struggles with trained actors who can convincingly stay in character, but replicating that may be easier said than done for executives.

“Very few of us are good at modulating our voice,” he said.

“It’s much easier for us to choose our words carefully. We’ve learned to do this since we were very young to avoid getting in trouble.“

>>> Read full article>>>
Copyright for syndicated content belongs to the linked Source : Australian Financial Review – https://www.afr.com/technology/investors-use-ai-to-find-out-what-executives-really-think-20231113-p5ejjd

Tags: businessexecutivesInvestors
Previous Post

Crackdown on Auckland hospitality and retail sectors for exploiting migrant workers

Next Post

MONSTA X And “CEO-dol Mart” Cast Send Off Hyungwon As He Enlists In The Military

Meta to expand Montgomery data hub, pushing total investment to $1.5 billion – Alabama Department of Commerce

Meta to Supercharge Montgomery Data Hub with $1.5 Billion Investment

September 23, 2025
Packers’ Josh Jacobs dealing with a super concerning rushing stat – Yahoo Sports

Packers’ Josh Jacobs dealing with a super concerning rushing stat – Yahoo Sports

September 23, 2025
U.S. and Israel against the world as Palestine dominates UN week – Axios

U.S. and Israel against the world as Palestine dominates UN week – Axios

September 23, 2025
Global economic outlook weakens as policy uncertainty weighs on demand – OECD

Global economic outlook weakens as policy uncertainty weighs on demand – OECD

September 23, 2025
Caesars Entertainment (CZR): Assessing Valuation After Times Square Casino Setback and Mounting Investor Concerns – simplywall.st

Caesars Entertainment Faces Times Square Casino Hurdles as Investor Concerns Mount

September 23, 2025
AI Tool Predicts Health Problems in Patients 20 Years Before They Emerge – eWeek

AI Tool Detects Health Issues Two Decades Before Symptoms Appear

September 23, 2025
Germany’s €80B Rearmament Plan Sidelines US Weapons – politicstoday.org

Germany’s €80B Rearmament Plan Sidelines US Weapons – politicstoday.org

September 23, 2025
FOCUS | SCIO holds press conference on promoting high-quality development through high-level ecological & environmental protection – Xinhua

FOCUS | SCIO holds press conference on promoting high-quality development through high-level ecological & environmental protection – Xinhua

September 23, 2025
Researcher on Tylenol-Autism Connection: Not the Best Science – Managed Healthcare Executive

Researcher Questions the Science Behind Tylenol-Autism Link

September 23, 2025
Da Vinci’s Genetic Secrets May Soon Be Revealed by Ambitious DNA Project – ScienceAlert

Unlocking Da Vinci’s Genetic Mysteries: The Ambitious DNA Project Set to Reveal All

September 23, 2025

Categories

Archives

September 2025
MTWTFSS
1234567
891011121314
15161718192021
22232425262728
2930 
« Aug    
Earth-News.info

The Earth News is an independent English-language daily published Website from all around the World News

Browse by Category

  • Business (20,132)
  • Ecology (832)
  • Economy (853)
  • Entertainment (21,731)
  • General (17,196)
  • Health (9,896)
  • Lifestyle (865)
  • News (22,149)
  • People (855)
  • Politics (863)
  • Science (16,063)
  • Sports (21,353)
  • Technology (15,836)
  • World (837)

Recent News

Meta to expand Montgomery data hub, pushing total investment to $1.5 billion – Alabama Department of Commerce

Meta to Supercharge Montgomery Data Hub with $1.5 Billion Investment

September 23, 2025
Packers’ Josh Jacobs dealing with a super concerning rushing stat – Yahoo Sports

Packers’ Josh Jacobs dealing with a super concerning rushing stat – Yahoo Sports

September 23, 2025
  • About
  • Advertise
  • Privacy & Policy
  • Contact

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

Go to mobile version