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Thursday, July 31, 2025
Techcratic
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  • AI
    Artificial Intelligence

    Amazon Nova Act SDK (preview): Path to production for browser automation agents

    Artificial Intelligence

    Benefits of Using LiteLLM for Your LLM Apps

    Artificial Intelligence

    5 Fun Generative AI Projects for Absolute Beginners

    Artificial Intelligence

    Vibe Coding Something Useful with Repl.it

    Artificial Intelligence

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    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

  • Apple
    One AI-powered iOS app can tidy up your gallery, contacts, and even your email

    One AI-powered iOS app can tidy up your gallery, contacts, and even your email

    iPhone 16 Pro, M4 iPad Pro, Apple Pencil, Mac Studio, more 9to5Mac

    iPhone 16 Pro, M4 iPad Pro, Apple Pencil, Mac Studio, more 9to5Mac

    Shortcuts in iOS 26: Everything new coming to your iPhone, more

    Shortcuts in iOS 26: Everything new coming to your iPhone, more

    Apple’s Passwords app gets a key iOS 26 fix for a common issue

    Apple’s Passwords app gets a key iOS 26 fix for a common issue

    The M4 MacBook Pro has dropped to its best price after a whopping $300 discount

    The M4 MacBook Pro has dropped to its best price after a whopping $300 discount

    iPhone users are more reckless online says study, here’s why

    iPhone users are more reckless online says study, here’s why

    Dropbox Passwords is shutting down, and you have to act fast

    Dropbox Passwords is shutting down, and you have to act fast

    This bounty hunter reported a critical bug to Apple. He got $1,000

    This bounty hunter reported a critical bug to Apple. He got $1,000

    July 30, 2025 – iOS 18.6 now available, Apple Card news

  • ComputerWorld
    AI’s long-term impact on IT jobs still unclear, Microsoft study suggests

    AI’s long-term impact on IT jobs still unclear, Microsoft study suggests

    Meta is offering big-dollar salaries to some Thinking Machines Lab workers

    Meta is offering big-dollar salaries to some Thinking Machines Lab workers

    Microsoft is turning Edge into an AI browser

    Microsoft is turning Edge into an AI browser

    Driverless cars are becoming jerks — and they’re safer because of it

    Driverless cars are becoming jerks — and they’re safer because of it

    Zhipu launches GLM-4.5 model as China ramps up open-source AI race

    Zhipu launches GLM-4.5 model as China ramps up open-source AI race

    Alibaba unveils AI-powered smart glasses

    Alibaba unveils AI-powered smart glasses

    Why firewalls and VPN are bad for security

    Why firewalls and VPN are bad for security

    Leena AI unveils conversational AI ‘colleagues’ for the enterprise

    Leena AI unveils conversational AI ‘colleagues’ for the enterprise

    IT buyers are investing in AI PCs — with no clue how to use them

    IT buyers are investing in AI PCs — with no clue how to use them

  • Gaming
    Forspoken PS5 Unboxing & Gameplay In Hindi (steelbook edition) – Hindi Unboxing

    Forspoken PS5 Unboxing & Gameplay In Hindi (steelbook edition) – Hindi Unboxing

    Linus Torvalds has apparently met Bill Gates for the first time in person and before you ask, no he didn’t clock him in the face

    PC’s sky-high growth has carried Japan’s games market on its back for 7 years, but the forecast is it’s set to slow down

    FNAF Movie vs Game – Official Trailers Comparison & Film Teasers (Five Nights at

    FNAF Movie vs Game – Official Trailers Comparison & Film Teasers (Five Nights at

    Auriza's Hero Grave | Elden Ring Dungeon Walkthrough

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    Elgato’s new 4k60 Facecam might just become our new favourite, featuring a new a lens, sensor, and analogue filters

    Elgato’s new 4k60 Facecam might just become our new favourite, featuring a new a lens, sensor, and analogue filters

    Is This The GREATEST Weapon in ELDEN RING?! (Part 1)

    Is This The GREATEST Weapon in ELDEN RING?! (Part 1)

    I still believed ‘cheap’ controllers were a last resort until I picked up this amazing 8BitDo pad, now at its lowest price ever for Amazon Prime Day

    This sci-fi horror racer is one of my favorite PC games, and it’s currently going for less than a fiver during the Steam racing fest

    14 hours straight and 521 vs Tree Sentinel. | Elden Ring

    14 hours straight and 521 vs Tree Sentinel. | Elden Ring

    Let's Talk about Rules (DnD5e/PF2e)

    Let's Talk about Rules (DnD5e/PF2e)

  • Retro Rewind
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    Retro Rewind: Video Game Trader Winter 2014

    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

  • Tech Art
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    Healthy Food Pyramid model project | DIY Food pyramid 3D model | How to make a food pyramid model

    I Finally Found the BEST Laptop for Graphic Design in 2024!

    I Finally Found the BEST Laptop for Graphic Design in 2024!

    How to Create Clip Art of Stunning Curvy, Plus Size Women with ChatGPT DALL-E

    How to Create Clip Art of Stunning Curvy, Plus Size Women with ChatGPT DALL-E

    x2 Marlon Dyer Sound Design Visual Avant Garde Experimental Computer Art

    x2 Marlon Dyer Sound Design Visual Avant Garde Experimental Computer Art

    What do you actually need for Digital Art? Beginner Vs. Pro Set Up

    What do you actually need for Digital Art? Beginner Vs. Pro Set Up

    Everyone's Roles Got Swapped?! | THE AMAZING DIGITAL CIRCUS EP2 Animation | Pomni,Jax,Gummigoo

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    PVZ OJOS DE PLANTA (final) -JHGcomics- #animation #pvzgameplay #plantsvszombie

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    Buku Mewarnai Augmented Reality

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    Cara Edit Vector Art | Cartoon Portrait Logo – Picsart Tutorial

    Cara Edit Vector Art | Cartoon Portrait Logo – Picsart Tutorial

  • Tech Deals
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    Call of Duty: Ghosts – Nintendo Wii U

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    Sonic Mania + Team Sonic Racing Double Pack – Nintendo Switch

    Sonic Mania + Team Sonic Racing Double Pack – Nintendo Switch

    Seagate Enterprise Capacity 3.5 HDD 6TB 7200 RPM 512e SATA 6Gb/s 128MB-Cache 3.5-Inch…

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    PRAISUN 47 X 24 Inch Computer Desk with Deeper Desktop, Gaming Office Writing Work Desk…

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    Redragon K707 PRO GB 80% Gasket RGB Gaming Keyboard, 3-Modes Wireless TKL Mechanical…

    Redragon K707 PRO GB 80% Gasket RGB Gaming Keyboard, 3-Modes Wireless TKL Mechanical…

    MSI MPG 321CURX QD-OLED 32-inch 3840 x 2160 (UHD) Computer Monitor, 240Hz,…

    MSI MPG 321CURX QD-OLED 32-inch 3840 x 2160 (UHD) Computer Monitor, 240Hz,…

  • Techs Got To Eat
    Strawberry Shortcake Mug Cake: In Minutes Your Summer Bliss Dessert

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    Molten Bacon Lasagna Mug: Crispy, Cheesy & Ready In 5 Minutes

    Molten Bacon Lasagna Mug: Crispy, Cheesy & Ready In 5 Minutes

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

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    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

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    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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    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

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    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

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  • Tesla
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  • UFO
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    THE MOST HAUNTED HOUSE IN THE WORLD |  REAL PARANORMAL

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    Super Bright 250w UFO LED High Bay Light 35000lm with Plug 5ft Cable (Eqv.1000w Mh/Hps/Hid),5000k High Bay Led Shop Lights Garage Lighting for Garage Factory Workshop Warehouse Barn -6pack

    Super Bright 250w UFO LED High Bay Light 35000lm with Plug 5ft Cable (Eqv.1000w Mh/Hps/Hid),5000k High Bay Led Shop Lights Garage Lighting for Garage Factory Workshop Warehouse Barn -6pack

    The Anunnaki : Gods, Angels, or Ancient aliens?

    The Anunnaki : Gods, Angels, or Ancient aliens?

  • AI
    Artificial Intelligence

    Amazon Nova Act SDK (preview): Path to production for browser automation agents

    Artificial Intelligence

    Benefits of Using LiteLLM for Your LLM Apps

    Artificial Intelligence

    5 Fun Generative AI Projects for Absolute Beginners

    Artificial Intelligence

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    Artificial Intelligence

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    Artificial Intelligence

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    Artificial Intelligence

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    Artificial Intelligence

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    Artificial Intelligence

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

  • Apple
    One AI-powered iOS app can tidy up your gallery, contacts, and even your email

    One AI-powered iOS app can tidy up your gallery, contacts, and even your email

    iPhone 16 Pro, M4 iPad Pro, Apple Pencil, Mac Studio, more 9to5Mac

    iPhone 16 Pro, M4 iPad Pro, Apple Pencil, Mac Studio, more 9to5Mac

    Shortcuts in iOS 26: Everything new coming to your iPhone, more

    Shortcuts in iOS 26: Everything new coming to your iPhone, more

    Apple’s Passwords app gets a key iOS 26 fix for a common issue

    Apple’s Passwords app gets a key iOS 26 fix for a common issue

    The M4 MacBook Pro has dropped to its best price after a whopping $300 discount

    The M4 MacBook Pro has dropped to its best price after a whopping $300 discount

    iPhone users are more reckless online says study, here’s why

    iPhone users are more reckless online says study, here’s why

    Dropbox Passwords is shutting down, and you have to act fast

    Dropbox Passwords is shutting down, and you have to act fast

    This bounty hunter reported a critical bug to Apple. He got $1,000

    This bounty hunter reported a critical bug to Apple. He got $1,000

    July 30, 2025 – iOS 18.6 now available, Apple Card news

  • ComputerWorld
    AI’s long-term impact on IT jobs still unclear, Microsoft study suggests

    AI’s long-term impact on IT jobs still unclear, Microsoft study suggests

    Meta is offering big-dollar salaries to some Thinking Machines Lab workers

    Meta is offering big-dollar salaries to some Thinking Machines Lab workers

    Microsoft is turning Edge into an AI browser

    Microsoft is turning Edge into an AI browser

    Driverless cars are becoming jerks — and they’re safer because of it

    Driverless cars are becoming jerks — and they’re safer because of it

    Zhipu launches GLM-4.5 model as China ramps up open-source AI race

    Zhipu launches GLM-4.5 model as China ramps up open-source AI race

    Alibaba unveils AI-powered smart glasses

    Alibaba unveils AI-powered smart glasses

    Why firewalls and VPN are bad for security

    Why firewalls and VPN are bad for security

    Leena AI unveils conversational AI ‘colleagues’ for the enterprise

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    IT buyers are investing in AI PCs — with no clue how to use them

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  • Gaming
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    Forspoken PS5 Unboxing & Gameplay In Hindi (steelbook edition) – Hindi Unboxing

    Linus Torvalds has apparently met Bill Gates for the first time in person and before you ask, no he didn’t clock him in the face

    PC’s sky-high growth has carried Japan’s games market on its back for 7 years, but the forecast is it’s set to slow down

    FNAF Movie vs Game – Official Trailers Comparison & Film Teasers (Five Nights at

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    Auriza's Hero Grave | Elden Ring Dungeon Walkthrough

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    Elgato’s new 4k60 Facecam might just become our new favourite, featuring a new a lens, sensor, and analogue filters

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    Is This The GREATEST Weapon in ELDEN RING?! (Part 1)

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    I still believed ‘cheap’ controllers were a last resort until I picked up this amazing 8BitDo pad, now at its lowest price ever for Amazon Prime Day

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    Let's Talk about Rules (DnD5e/PF2e)

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

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    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

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  • Tech Art
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    Healthy Food Pyramid model project | DIY Food pyramid 3D model | How to make a food pyramid model

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    Everyone's Roles Got Swapped?! | THE AMAZING DIGITAL CIRCUS EP2 Animation | Pomni,Jax,Gummigoo

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    PVZ OJOS DE PLANTA (final) -JHGcomics- #animation #pvzgameplay #plantsvszombie

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    Buku Mewarnai Augmented Reality

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    Cara Edit Vector Art | Cartoon Portrait Logo – Picsart Tutorial

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  • Tech Deals
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    LXZ Desktop PC Computer Ryzen 5-5600GT 8 core 3.6GHz, 16G DDR4 RAM, 512G NVME SSD, Tower…

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    Call of Duty: Ghosts – Nintendo Wii U

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    Sonic Mania + Team Sonic Racing Double Pack – Nintendo Switch

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    Seagate Enterprise Capacity 3.5 HDD 6TB 7200 RPM 512e SATA 6Gb/s 128MB-Cache 3.5-Inch…

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Home MIT Tech

MIT engineers grow “high-rise” 3D chips | MIT News

MIT Tech by MIT Tech
December 18, 2024
in MIT Tech
Reading Time: 6 mins read
129
A A
0

Jennifer Chu | MIT News
2024-12-18 11:00:00
news.mit.edu

The electronics industry is approaching a limit to the number of transistors that can be packed onto the surface of a computer chip. So, chip manufacturers are looking to build up rather than out.

Instead of squeezing ever-smaller transistors onto a single surface, the industry is aiming to stack multiple surfaces of transistors and semiconducting elements — akin to turning a ranch house into a high-rise. Such multilayered chips could handle exponentially more data and carry out many more complex functions than today’s electronics.

A significant hurdle, however, is the platform on which chips are built. Today, bulky silicon wafers serve as the main scaffold on which high-quality, single-crystalline semiconducting elements are grown. Any stackable chip would have to include thick silicon “flooring” as part of each layer, slowing down any communication between functional semiconducting layers.

Now, MIT engineers have found a way around this hurdle, with a multilayered chip design that doesn’t require any silicon wafer substrates and works at temperatures low enough to preserve the underlying layer’s circuitry.

In a study appearing today in the journal Nature, the team reports using the new method to fabricate a multilayered chip with alternating layers of high-quality semiconducting material grown directly on top of each other.

The method enables engineers to build high-performance transistors and memory and logic elements on any random crystalline surface — not just on the bulky crystal scaffold of silicon wafers. Without these thick silicon substrates, multiple semiconducting layers can be in more direct contact, leading to better and faster communication and computation between layers, the researchers say.

The researchers envision that the method could be used to build AI hardware, in the form of stacked chips for laptops or wearable devices, that would be as fast and powerful as today’s supercomputers and could store huge amounts of data on par with physical data centers.

“This breakthrough opens up enormous potential for the semiconductor industry, allowing chips to be stacked without traditional limitations,” says study author Jeehwan Kim, associate professor of mechanical engineering at MIT. “This could lead to orders-of-magnitude improvements in computing power for applications in AI, logic, and memory.”

The study’s MIT co-authors include first author Ki Seok Kim, Seunghwan Seo, Doyoon Lee, Jung-El Ryu, Jekyung Kim, Jun Min Suh, June-chul Shin, Min-Kyu Song, Jin Feng, and Sangho Lee, along with collaborators from Samsung Advanced Institute of Technology, Sungkyunkwan University in South Korea, and the University of Texas at Dallas.

Seed pockets

In 2023, Kim’s group reported that they developed a method to grow high-quality semiconducting materials on amorphous surfaces, similar to the diverse topography of semiconducting circuitry on finished chips. The material that they grew was a type of 2D material known as transition-metal dichalcogenides, or TMDs, considered a promising successor to silicon for fabricating smaller, high-performance transistors. Such 2D materials can maintain their semiconducting properties even at scales as small as a single atom, whereas silicon’s performance sharply degrades.

In their previous work, the team grew TMDs on silicon wafers with amorphous coatings, as well as over existing TMDs. To encourage atoms to arrange themselves into high-quality single-crystalline form, rather than in random, polycrystalline disorder, Kim and his colleagues first covered a silicon wafer in a very thin film, or “mask” of silicon dioxide, which they patterned with tiny openings, or pockets. They then flowed a gas of atoms over the mask and found that atoms settled into the pockets as “seeds.” The pockets confined the seeds to grow in regular, single-crystalline patterns.

But at the time, the method only worked at around 900 degrees Celsius.

“You have to grow this single-crystalline material below 400 Celsius, otherwise the underlying circuitry is completely cooked and ruined,” Kim says. “So, our homework was, we had to do a similar technique at temperatures lower than 400 Celsius. If we could do that, the impact would be substantial.”

Building up

In their new work, Kim and his colleagues looked to fine-tune their method in order to grow single-crystalline 2D materials at temperatures low enough to preserve any underlying circuitry. They found a surprisingly simple solution in metallurgy — the science and craft of metal production. When metallurgists pour molten metal into a mold, the liquid slowly “nucleates,” or forms grains that grow and merge into a regularly patterned crystal that hardens into solid form. Metallurgists have found that this nucleation occurs most readily at the edges of a mold into which liquid metal is poured.

“It’s known that nucleating at the edges requires less energy — and heat,” Kim says. “So we borrowed this concept from metallurgy to utilize for future AI hardware.”

The team looked to grow single-crystalline TMDs on a silicon wafer that already has been fabricated with transistor circuitry. They first covered the circuitry with a mask of silicon dioxide, just as in their previous work. They then deposited “seeds” of TMD at the edges of each of the mask’s pockets and found that these edge seeds grew into single-crystalline material at temperatures as low as 380 degrees Celsius, compared to seeds that started growing in the center, away from the edges of each pocket, which required higher temperatures to form single-crystalline material.

Going a step further, the researchers used the new method to fabricate a multilayered chip with alternating layers of two different TMDs — molybdenum disulfide, a promising material candidate for fabricating n-type transistors; and tungsten diselenide, a material that has potential for being made into p-type transistors. Both p- and n-type transistors are the electronic building blocks for carrying out any logic operation. The team was able to grow both materials in single-crystalline form, directly on top of each other, without requiring any intermediate silicon wafers. Kim says the method will effectively double the density of a chip’s semiconducting elements, and particularly, metal-oxide semiconductor (CMOS), which is a basic building block of a modern logic circuitry.

“A product realized by our technique is not only a 3D logic chip but also 3D memory and their combinations,” Kim says. “With our growth-based monolithic 3D method, you could grow tens to hundreds of logic and memory layers, right on top of each other, and they would be able to communicate very well.”

“Conventional 3D chips have been fabricated with silicon wafers in-between, by drilling holes through the wafer — a process which limits the number of stacked layers, vertical alignment resolution, and yields,” first author Kiseok Kim adds. “Our growth-based method addresses all of those issues at once.” 

To commercialize their stackable chip design further, Kim has recently spun off a company, FS2 (Future Semiconductor 2D materials).

“We so far show a concept at a small-scale device arrays,” he says. “The next step is scaling up to show professional AI chip operation.”

This research is supported, in part, by Samsung Advanced Institute of Technology and the U.S. Air Force Office of Scientific Research. 


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