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Wednesday, July 30, 2025
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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

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    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

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    M5 MacBook Pro could pose a big dilemma for upgrade decisions

    M5 MacBook Pro could pose a big dilemma for upgrade decisions

    Apple @ Work Podcast: Fleet launches iOS device management

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    How to use a VPN on iPhone

    How to use a VPN on iPhone

    iOS 18.6 is here with two dozen security updates and a Photos app bugfix

    iOS 18.6 is here with two dozen security updates and a Photos app bugfix

    Alarm․com launches new CarPlay app for smart home control

    Alarm․com launches new CarPlay app for smart home control

    Report: Apple nearing deal with Chase for Apple Card partnership

    Report: Apple nearing deal with Chase for Apple Card partnership

    Finally, a PDF editor that doesn’t nickel and dime you—and actually plays nice with your Mac

    Finally, a PDF editor that doesn’t nickel and dime you—and actually plays nice with your Mac

    iOS 26 solves a pesky CarPlay annoyance

    iOS 26 solves a pesky CarPlay annoyance

  • ComputerWorld
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    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

    Apple wants to build a circular manufacturing economy

    Apple wants to build a circular manufacturing economy

    Trump gets aggressive with new US AI action plan

    Trump gets aggressive with new US AI action plan

  • Gaming
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    5 Things You Might Have Missed About The Callisto Protocol – HOW THE GAME MASTERS

    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

    If you’d like to see Meta’s AI gunk purged from WhatsApp, a new antitrust investigation in Italy might just do the trick

    Pokemon Violet Gameplay Walkthrough: PART 1 – WELCOME TO GEN 9

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    McLaren and Logitech G sign multi-year partnership deal to develop pro-quality racing sim hardware

    New body scanning Wi-Fi tech has me seriously considering ditching my corporeal form in favour of joining the rogue AIs on the net

    Forspoken Review: It's really NOT as bad as the rap its getting

    Forspoken Review: It's really NOT as bad as the rap its getting

    Almost a full year after announcing it, Micron finally launches the world’s first PCIe 6.0 SSD with up to 28 GB/s sequential read speeds

    Almost a full year after announcing it, Micron finally launches the world’s first PCIe 6.0 SSD with up to 28 GB/s sequential read speeds

    Sonic Frontiers and its Inspirations (no spoilers review)

    Sonic Frontiers and its Inspirations (no spoilers review)

    Gotham Knights: Reviewing A Review

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    Facility of Rizriz – Full Gameplay Walkthroughs + All Jumpscares & Ending (Garten of

    Facility of Rizriz – Full Gameplay Walkthroughs + All Jumpscares & Ending (Garten of

  • Retro Rewind
    Retro Rewind: Video Game Trader Winter 2014

    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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    Cara Edit Vector Art | Cartoon Portrait Logo – Picsart Tutorial

    Stevie Nicks Collage / Mixed Media Portrait

    Stevie Nicks Collage / Mixed Media Portrait

    British Museum in London England Virtual Tour

    British Museum in London England Virtual Tour

    Vintage Bottle / Antique Bottle Art / Mixed Media Art / Home decor

    Vintage Bottle / Antique Bottle Art / Mixed Media Art / Home decor

    AK Interactive Gen 3 paints: Testing and review using hand brush and airbrush

    AK Interactive Gen 3 paints: Testing and review using hand brush and airbrush

    Wolf head sculpting

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    COMO DIBUJAR UN HUEVO DE CHOCOLATE en PIXEL ART – PIXELADOS

    COMO DIBUJAR UN HUEVO DE CHOCOLATE en PIXEL ART – PIXELADOS

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    Easy Flower Painting Ideas ll Painting Ideas ll Brush Painting #creativeart

    Easy Flower Painting Ideas ll Painting Ideas ll Brush Painting #creativeart

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    Thermaltake LCGS Quartz i1460 Gaming Desktop (Intel Core i5-14400F, ToughRam DDR4…

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    Hello Kitty Island Adventure – Deluxe Edition Nintendo Switch

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  • Techs Got To Eat
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    Molten Bacon Lasagna Mug: Crispy, Cheesy & Ready In 5 Minutes

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    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 & Cheddar Mug Biscuit: 2-Minute Savory Comfort

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    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

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  • UFO
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    Big Dot of Happiness Outer Space Galaxy Classroom Name Tags – DIY Desk Locker Labels, Double-Sided Cardstock Paper, 32 Cards with 2 Designs, 5.25 x 3 Inch Student Name Plates

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

    Artificial Intelligence

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    Artificial Intelligence

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  • Apple

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    M5 MacBook Pro could pose a big dilemma for upgrade decisions

    M5 MacBook Pro could pose a big dilemma for upgrade decisions

    Apple @ Work Podcast: Fleet launches iOS device management

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    Report: Apple nearing deal with Chase for Apple Card partnership

    Finally, a PDF editor that doesn’t nickel and dime you—and actually plays nice with your Mac

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    iOS 26 solves a pesky CarPlay annoyance

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  • ComputerWorld
    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

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

    Apple wants to build a circular manufacturing economy

    Apple wants to build a circular manufacturing economy

    Trump gets aggressive with new US AI action plan

    Trump gets aggressive with new US AI action plan

  • Gaming
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    5 Things You Might Have Missed About The Callisto Protocol – HOW THE GAME MASTERS

    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

    If you’d like to see Meta’s AI gunk purged from WhatsApp, a new antitrust investigation in Italy might just do the trick

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    McLaren and Logitech G sign multi-year partnership deal to develop pro-quality racing sim hardware

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    Forspoken Review: It's really NOT as bad as the rap its getting

    Forspoken Review: It's really NOT as bad as the rap its getting

    Almost a full year after announcing it, Micron finally launches the world’s first PCIe 6.0 SSD with up to 28 GB/s sequential read speeds

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

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

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  • Tech Art
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    MindBlowing Encounter with Extraterrestrial Object #shorts #joerogan #aliens #english

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Home MIT Tech

Helping students bring about decarbonization, from benchtop to global energy marketplace | MIT News

MIT Tech by MIT Tech
December 23, 2024
in MIT Tech
Reading Time: 7 mins read
124
A A
0

Zach Winn | MIT News
2024-12-23 00:00:00
news.mit.edu

MIT students are adept at producing research and innovations at the cutting edge of their fields. But addressing a problem as large as climate change requires understanding the world’s energy landscape, as well as the ways energy technologies evolve over time.

Since 2010, the course IDS.521/IDS.065 (Energy Systems for Climate Change Mitigation) has equipped students with the skills they need to evaluate the various energy decarbonization pathways available to the world. The work is designed to help them maximize their impact on the world’s emissions by making better decisions along their respective career paths.

“The question guiding my teaching and research is how do we solve big societal challenges with technology, and how can we be more deliberate in developing and supporting technologies to get us there?” says Professor Jessika Trancik, who started the course to help fill a gap in knowledge about the ways technologies evolve and scale over time.

Since its inception in 2010, the course has attracted graduate students from across MIT’s five schools. The course has also recently opened to undergraduate students and been adapted to an online course for professionals.

Class sessions alternate between lectures and student discussions that lead up to semester-long projects in which groups of students explore specific strategies and technologies for reducing global emissions. This year’s projects span several topics, including how quickly transmission infrastructure is expanding, the relationship between carbon emissions and human development, and how to decarbonize the production of key chemicals.

The curriculum is designed to help students identify the most promising ways to mitigate climate change whether they plan to be scientists, engineers, policymakers, investors, urban planners, or just more informed citizens.

“We’re coming at this issue from both sides,” explains Trancik, who is part of MIT’s Institute for Data, Systems, and Society. “Engineers are used to designing a technology to work as well as possible here and now, but not always thinking over a longer time horizon about a technology evolving and succeeding in the global marketplace. On the flip side, for students at the macro level, often studies in policy and economics of technological change don’t fully account for the physical and engineering constraints of rates of improvement. But all of that information allows you to make better decisions.”

Bridging the gap

As a young researcher working on low-carbon polymers and electrode materials for solar cells, Trancik always wondered how the materials she worked on would scale in the real world. They might achieve promising performance benchmarks in the lab, but would they actually make a difference in mitigating climate change? Later, she began focusing increasingly on developing methods for predicting how technologies might evolve.

“I’ve always been interested in both the macro and the micro, or even nano, scales,” Trancik says. “I wanted to know how to bridge these new technologies we’re working on with the big picture of where we want to go.”

Trancik’ described her technology-grounded approach to decarbonization in a paper that formed the basis for IDS.065. In the paper, she presented a way to evaluate energy technologies against climate-change mitigation goals while focusing on the technology’s evolution.

“That was a departure from previous approaches, which said, given these technologies with fixed characteristics and assumptions about their rates of change, how do I choose the best combination?” Trancik explains. “Instead we asked: Given a goal, how do we develop the best technologies to meet that goal? That inverts the problem in a way that’s useful to engineers developing these technologies, but also to policymakers and investors that want to use the evolution of technologies as a tool for achieving their objectives.”

This past semester, the class took place every Tuesday and Thursday in a classroom on the first floor of the Stata Center. Students regularly led discussions where they reflected on the week’s readings and offered their own insights.

“Students always share their takeaways and get to ask open questions of the class,” says Megan Herrington, a PhD candidate in the Department of Chemical Engineering. “It helps you understand the readings on a deeper level because people with different backgrounds get to share their perspectives on the same questions and problems. Everybody comes to class with their own lens, and the class is set up to highlight those differences.”

The semester begins with an overview of climate science, the origins of emissions reductions goals, and technology’s role in achieving those goals. Students then learn how to evaluate technologies against decarbonization goals.

But technologies aren’t static, and neither is the world. Later lessons help students account for the change of technologies over time, identifying the mechanisms for that change and even forecasting rates of change.

Students also learn about the role of government policy. This year, Trancik shared her experience traveling to the COP29 United Nations Climate Change Conference.

“It’s not just about technology,” Trancik says. “It’s also about the behaviors that we engage in and the choices we make. But technology plays a major role in determining what set of choices we can make.”

From the classroom to the world

Students in the class say it has given them a new perspective on climate change mitigation.

“I have really enjoyed getting to see beyond the research people are doing at the benchtop,” says Herrington. “It’s interesting to see how certain materials or technologies that aren’t scalable yet may fit into a larger transformation in energy delivery and consumption. It’s also been interesting to pull back the curtain on energy systems analysis to understand where the metrics we cite in energy-related research originate from, and to anticipate trajectories of emerging technologies.”

Onur Talu, a first-year master’s student in the Technology and Policy Program, says the class has made him more hopeful.

“I came into this fairly pessimistic about the climate,” says Talu, who has worked for clean technology startups in the past. “This class has taught me different ways to look at the problem of climate change mitigation and developing renewable technologies. It’s also helped put into perspective how much we’ve accomplished so far.”

Several student projects from the class over the years have been developed into papers published in peer-reviewed journals. They have also been turned into tools, like carboncounter.com, which plots the emissions and costs of cars and has been featured in The New York Times.

Former class students have also launched startups; Joel Jean SM ’13, PhD ’17, for example, started Swift Solar. Others have drawn on the course material to develop impactful careers in government and academia, such as Patrick Brown PhD ’16 at the National Renewable Energy Laboratory and Leah Stokes SM ’15, PhD ’15 at the University of California at Santa Barbara.

Overall, students say the course helps them take a more informed approach to applying their skills toward addressing climate change.

“It’s not enough to just know how bad climate change could be,” says Yu Tong, a first-year master’s student in civil and environmental engineering. “It’s also important to understand how technology can work to mitigate climate change from both a technological and market perspective. It’s about employing technology to solve these issues rather than just working in a vacuum.”

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