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  • AI
    Artificial Intelligence

    The Lifecycle of Feature Engineering: From Raw Data to Model-Ready Inputs

    Artificial Intelligence

    Building End-to-End Data Pipelines: From Data Ingestion to Analysis

    Artificial Intelligence

    How Rapid7 automates vulnerability risk scores with ML pipelines using Amazon SageMaker AI

    Artificial Intelligence

    Build a conversational data assistant, Part 2 – Embedding generative business intelligence with Amazon Q in QuickSight

    Artificial Intelligence

    Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping

    Artificial Intelligence

    Overcoming Vocabulary Constraints with Pixel-level Fallback

    Artificial Intelligence

    Uphold ethical standards in fashion using multimodal toxicity detection with Amazon Bedrock Guardrails

    Artificial Intelligence

    10 Surprising Things You Can Do with Python’s datetime Module

    Artificial Intelligence

    New capabilities in Amazon SageMaker AI continue to transform how organizations develop AI models

  • Apple
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    Corning’s EU compliance changes exempts Apple products

    Corning’s EU compliance changes exempts Apple products

    Apple exempt from Corning’s EU antitrust probe deal

    Apple exempt from Corning’s EU antitrust probe deal

    ASUS ProArt 6K Display for Mac users will be available in August, at a compelling price

    ASUS ProArt 6K Display for Mac users will be available in August, at a compelling price

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    HSBC says Apple’s AI fumble may stretch iPhone upgrade cycle

    HSBC says Apple’s AI fumble may stretch iPhone upgrade cycle

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    Brad Pitt F1, Ocean’s Eleven, hit, blockbuster

    One of the iPhone 17 Pro colors might literally be Liquid Glass

    One of the iPhone 17 Pro colors might literally be Liquid Glass

  • ComputerWorld
    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

    Wait a minute — developers who use genAI tools are slower?

    Wait a minute — developers who use genAI tools are slower?

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    The car as Office: Mercedes integrates Teams, Intune and Copilot

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    How AI is reshaping Slack

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    Hands on: An early look at Comet — and how AI browsers could change the internet

    LLMs bow to pressure, changing answers when challenged: DeepMind study

    LLMs bow to pressure, changing answers when challenged: DeepMind study

    This will be the name of OpenAI’s rumored browser

    This will be the name of OpenAI’s rumored browser

    4 AI-powered visual search tricks – Computerworld

    4 AI-powered visual search tricks – Computerworld

    Rushing into genAI? Prepare for budget blowouts and broken promises – Computerworld

    Rushing into genAI? Prepare for budget blowouts and broken promises – Computerworld

  • Gaming
    The Bear Cave – Legend of Zelda – Breath of the Wild Walkthrough – Part Two – The Great Plateau

    The Bear Cave – Legend of Zelda – Breath of the Wild Walkthrough – Part Two – The Great Plateau

    BOTW – Lost Woods – Walkthrough 48, pt. 6

    BOTW – Lost Woods – Walkthrough 48, pt. 6

    Elder Scrolls fans are bringing the card game back from digital oblivion

    Elder Scrolls fans are bringing the card game back from digital oblivion

    Unboxing $400 BLACK MYTH WUKONG Collector's Edition – Steam Deck, ROG Ally X Gameplay

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    Is The Callisto Protocol Any Good??

    Is The Callisto Protocol Any Good??

    ‘We remain convinced that AI represents an incredible opportunity’: Netflix used AI special effects in original series instead of paying VFX artists

    ‘We remain convinced that AI represents an incredible opportunity’: Netflix used AI special effects in original series instead of paying VFX artists

    A DIY mad scientist from Poland built his own CPU out of dozens of ancient memory chips

    A DIY mad scientist from Poland built his own CPU out of dozens of ancient memory chips

    Forspoken Review

    Forspoken Review

    The Only Direction is Forward | Sonic Frontiers Update 3 Review

    The Only Direction is Forward | Sonic Frontiers Update 3 Review

  • Retro Rewind
    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 57 April 1994

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

  • Tech Art
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    Beyond Meta and Apple Vision Pro, I Saw the Future of AR Glasses

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    How To Print Your Own Printed Tissue Collage Paper For Mixed Media Art Journalling

    SFMOMA: San Francisco Museum of Modern Art | 4K Virtual Walkthrough Tour

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    Social Media Platforms Logo Pancake Art – Youtube, TikTok, X, Facebook etc

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    The Secret to REAL DIGITAL PENCILS: The Fluffy Look Fast & Easy in Clip Studio Paint

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  • Techs Got To Eat
    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

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    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

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    Bacon Fried Rice Mug: 5-Minute Microwave Meal

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    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

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  • Tesla
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  • AI
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    Artificial Intelligence

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    Artificial Intelligence

    How Rapid7 automates vulnerability risk scores with ML pipelines using Amazon SageMaker AI

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    Artificial Intelligence

    New capabilities in Amazon SageMaker AI continue to transform how organizations develop AI models

  • Apple
    These are the best iPad deals right now, just in case iPadOS 26 made you rethink things

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    Corning’s EU compliance changes exempts Apple products

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    ASUS ProArt 6K Display for Mac users will be available in August, at a compelling price

    ASUS ProArt 6K Display for Mac users will be available in August, at a compelling price

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    Windows 11 Pro for under $10? Yes, it’s a deal so good you might not believe it

    HSBC says Apple’s AI fumble may stretch iPhone upgrade cycle

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    One of the iPhone 17 Pro colors might literally be Liquid Glass

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  • ComputerWorld
    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

    Wait a minute — developers who use genAI tools are slower?

    Wait a minute — developers who use genAI tools are slower?

    The car as Office: Mercedes integrates Teams, Intune and Copilot

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    How AI is reshaping Slack

    How AI is reshaping Slack

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    Hands on: An early look at Comet — and how AI browsers could change the internet

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    LLMs bow to pressure, changing answers when challenged: DeepMind study

    This will be the name of OpenAI’s rumored browser

    This will be the name of OpenAI’s rumored browser

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    Rushing into genAI? Prepare for budget blowouts and broken promises – Computerworld

    Rushing into genAI? Prepare for budget blowouts and broken promises – Computerworld

  • Gaming
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    The Bear Cave – Legend of Zelda – Breath of the Wild Walkthrough – Part Two – The Great Plateau

    BOTW – Lost Woods – Walkthrough 48, pt. 6

    BOTW – Lost Woods – Walkthrough 48, pt. 6

    Elder Scrolls fans are bringing the card game back from digital oblivion

    Elder Scrolls fans are bringing the card game back from digital oblivion

    Unboxing $400 BLACK MYTH WUKONG Collector's Edition – Steam Deck, ROG Ally X Gameplay

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    Is The Callisto Protocol Any Good??

    Is The Callisto Protocol Any Good??

    ‘We remain convinced that AI represents an incredible opportunity’: Netflix used AI special effects in original series instead of paying VFX artists

    ‘We remain convinced that AI represents an incredible opportunity’: Netflix used AI special effects in original series instead of paying VFX artists

    A DIY mad scientist from Poland built his own CPU out of dozens of ancient memory chips

    A DIY mad scientist from Poland built his own CPU out of dozens of ancient memory chips

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    The Only Direction is Forward | Sonic Frontiers Update 3 Review

  • Retro Rewind
    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 57 April 1994

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

  • Tech Art
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    Beyond Meta and Apple Vision Pro, I Saw the Future of AR Glasses

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    Atomic Weapon Connection (S1, E5) | Unidentified: Inside America's UFO Investigation | Full Episode

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Home Hacker News

Mushroom learns to crawl after being given robot body

Hacker News by Hacker News
July 19, 2025
in Hacker News
Reading Time: 6 mins read
129
A A
0

2025-07-17 06:43:00
www.the-independent.com

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Engineers have created a new type of robot that places living fungi behind the controls.

The biohybrid robot uses electrical signals from an edible type of mushroom called a king trumpet in order to move around and sense its environment.

Developed by an interdisciplinary team from Cornell University in the US and Florence University in Italy, the machine could herald a new era of living robotics.

“Living systems respond to touch, they respond to light, they respond to heat, they respond to even some unknowns, like signals,” said Anand Mishra, a research associate in the Organic Robotics Lab at Cornell.

“That’s why we think, OK, if you wanted to build future robots, how can they work in an unexpected environment? We can leverage these living systems, and any unknown input comes in, the robot will respond to that.”

Researchers from Cornell University in the US and the University of Florence in Italy placed a species of edible mushroom within a robot body
Researchers from Cornell University in the US and the University of Florence in Italy placed a species of edible mushroom within a robot body (Robert Shepherd)

Different inputs, such as ultraviolet light, resulted in different outcomes for the way the robot moved. A video of one of the mushroom-controlled robots shows it moving slowly across a surface by pumping its robotic legs. Another biohybrid robot uses a wheeled system in order to move around.

Combining this mobility with the fungi’s ability to sense chemical and biological signals could prove useful in a range of applications, according to the researchers.

“By growing mycelium into the electronics of a robot, we were able to allow the biohybrid machine to sense and respond to the environment,” said Rob Shepherd, a professor of mechanical and aerospace engineering at Cornell.

“The potential for future robots could be to sense soil chemistry in row crops and decide when to add more fertiliser, for example, perhaps mitigating downstream effects of agriculture like harmful algal blooms.”

Details of the biohybrid robot were published in the journal Science Robotics, in a study titled ‘Sensorimotor control of robots mediated by electro-physiological measurements of fungal mycelia’.

It is not the first time a living organism has been placed inside a robot body, though the use of mushrooms could offer a major breakthrough in the field of biohybrid robotics due to their ability to grow and survive in harsh conditions.

Previous experiments have included an artificial worm brain placed inside a Lego robot, which was able to recreate the creature’s movements and intentions.

Earlier this year, researchers from Massachusetts Institute of Technology (MIT) created a machine that was integrated with living muscle tissue in order to sense and adapt to its environment.

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