Tools & Platforms
What to Read This Summer – Ash Center
Articles and Essays
Political Economy of AI Essay Collection
Multiple authors
In this collection of essays, leading scholars and experts raise critical questions surrounding power, governance, and democracy as they consider how technology can better serve the public interest.
The National Security Case for Public AI
Ganesh Sitaraman and Alex Pascal
This report argues that public options for AI, along with utility-style regulation, will strengthen national security by promoting innovation and competition, preventing abuses of power and conflicts of interest, and advancing the public interest and national security goals.
Oligarchy, State, and Cryptopia
Julie E. Cohen
Cohen lays out how tech oligarchs, who wield unprecedented power, are reconfiguring our institutions, hollowing out public capacity, and challenging core democratic norms.
Prosocial Media
E. Glen Weyl, Luke Thorburn, Emillie de Keulenaar, Jacob Mchangama, Divya Siddarth, and Audrey Tang
In this paper, the authors present an alternative model for how social media could be redesigned to foster connection over division.
Note on the Relationship Between Artificial Intelligence and Human Intelligence
Roman Curia, Vatican
This important document from the Vatican lays out an ethical framework for AI, highlights the importance of human dignity and moral responsibility, and outlines a vision for the responsible development and use of this technology.
Deliberative Approaches to Inclusive Governance: An Essay Series Part of the Democratic Legitimacy for AI Initiative
Multiple authors
This essay series explores how deliberative processes can strengthen democracy, drawing on lessons from citizens’ assemblies and civic technology-enabled tools that are being tested around the world.
The Digitalist Papers
Multiple authors
This series features multiple authors exploring how AI has changed the world and envisioning the possible futures that the technology might present.
Videos
Danielle Allen at the Paris AI Action Summit
At the Paris AI Action Summit, Allen argued that DOGE represents the real-time implementation of an extreme ideological vision that defines the role that technology and a small cohort of its wealthiest leaders should play in the world.
Building a Digital Democracy
The Institute of Politics at HKS hosted this forum event, which brought together Audrey Tang, Megan Smith, Danielle Allen, and Mathias Risse for a conversation on how technology is being used to transform our political institutions.
Feature
A Summer Reading List for America’s 250th Anniversary
On July 4, 2026, America will celebrate the 250th anniversary of the signing of the Declaration of Independence. As this milestone approaches, the team at the Allen Lab for Democracy Renovation has curated a collection of books, podcasts, and events that explore the meaning and impact of the declaration from 1776 to today. Join us in revisiting the document itself, reflecting on its legacy, and considering the ongoing struggle to uphold democratic ideals.
Additional Resource
Experiential Civic Learning for American Democracy
A new report provides a clear, actionable framework for effective experiential civic learning—what it is, why it matters, and how to do it well.
Additional Resource
Utah Digital Choice Act: Reshaping Social Media
The bipartisan Utah Digital Choice Act aims to reform the social media ecosystem by giving users more choice and ownership over their personal data, while encouraging platform innovation and competition.
Commentary
In Appearance Before Congress, Bruce Schneier Raises Concerns about DOGE Data Handling Practices
In a warning to lawmakers, cybersecurity expert Bruce Schneier testified before the House Committee on Oversight and Government Reform, sharply criticizing the Department of Government Efficiency’s (DOGE) handling of federal data. Describing DOGE’s security protocols as dangerously inadequate, Schneier warned that the agency’s practices have put sensitive government and citizen information at risk of exploitation by foreign adversaries and criminal networks.
Policy Brief
GETTING-Plurality Comments on the Development of a 2025 National AI R&D Strategic Plan
Feature
How Do Legislators Think Democracy Should Work? Evidence from the United States and Germany
What kind of democracy do legislators want? This question was at the center of a recent discussion with Melody Crowder-Meyer, associate professor of political science at Davidson College, as part of the American Politics Speaker Series.
Tools & Platforms
“Elon Musk Unleashes the Colossus!”: World’s Most Powerful AI Supercomputer Dwarfs All Rivals and Sparks Panic in the Global Tech Community
IN A NUTSHELL |
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Elon Musk’s relentless pursuit of AI supremacy has taken a monumental step forward with the introduction of Colossus, a groundbreaking supercomputer. Boasting an astounding 100,000 Nvidia H100 GPUs, this AI powerhouse promises to redefine the landscape of artificial intelligence. As xAI, Musk’s brainchild, plans to enhance Colossus with an additional 100,000 GPUs, including the cutting-edge H200 chips, the stakes in the AI race have never been higher. This bold move is not merely a technological feat but a statement of intent, as Musk aims to outpace rivals such as OpenAI and Meta, cementing his place at the forefront of AI innovation.
The Birth of Colossus: A Supercomputer Like No Other
Launched in a mere four months, Colossus stands as a testament to the rapid advancements in AI technology spearheaded by Elon Musk and his team at xAI. Unlike other AI clusters, Colossus integrates its vast number of GPUs into a singular, cohesive system, allowing for unparalleled performance and efficiency. This supercomputer will serve as the training ground for xAI’s next-generation large language models (LLMs), including the upcoming Grok-3, which is poised to challenge OpenAI’s GPT-4 by December.
Elon Musk, ever the visionary, took to his social media platform, X (formerly Twitter), to laud the efforts of his team and partners. “Excellent work by the team, Nvidia, and our many partners/suppliers,” Musk declared, highlighting the collaborative nature of this monumental achievement. The creation of Colossus is not just a milestone for xAI but a significant leap for the entire AI industry, pushing the boundaries of what is possible.
Partnerships and Power: Behind the Scenes of Colossus
Colossus’s creation was made possible through strategic partnerships with industry leaders such as Dell Technologies and Super Micro Computer. Michael Dell, CEO of Dell Technologies, expressed immense pride in contributing to this groundbreaking project. Furthermore, xAI’s financial prowess was bolstered by a substantial $6 billion Series B funding round, led by top investors like Andreessen Horowitz and Sequoia Capital, elevating its valuation to an impressive $24 billion.
However, the supercomputer’s immense power requirements have sparked controversy. Environmental advocates in Memphis, Tennessee, where Colossus is housed, have voiced concerns over the use of gas-powered turbines to meet its energy demands. The Southern Environmental Law Center (SELC) has accused xAI of operating without the necessary air permits, potentially exacerbating local air pollution. These allegations underscore the delicate balance between technological advancement and environmental responsibility.
The Technical Edge: Nvidia’s Role in Colossus’s Supremacy
Nvidia’s cutting-edge technology is at the heart of Colossus’s impressive capabilities. The H100 and H200 chips, known for their exceptional memory and bandwidth performance, are instrumental in powering this AI behemoth. While Nvidia has recently unveiled its Blackwell chip, which surpasses the H200’s specifications, the H200 remains integral to Colossus’s architecture.
The AI community has reacted with enthusiasm to the launch of Colossus, viewing it as a pivotal moment in the industry’s evolution. Nvidia and industry luminaries like Cathie Wood, CEO of ARK Invest, have praised xAI’s groundbreaking achievement, recognizing Colossus as a significant milestone in AI development. This collaboration between xAI and Nvidia exemplifies the synergy between visionary leadership and cutting-edge technology, propelling the AI industry to new heights.
Environmental Concerns and Regulatory Hurdles
Despite its technological marvel, Colossus has ignited environmental and regulatory concerns. The SELC’s allegations regarding the turbines’ operation without proper permits cast a spotlight on the environmental impact of such massive computing infrastructure. Elon Musk’s vision of AI dominance comes with a considerable environmental cost, emphasizing the need for sustainable energy solutions as AI systems scale.
Musk, an advocate for responsible AI development, supports legislative efforts like California’s Senate Bill 1047, which aims to regulate AI technologies. This stance, however, has sparked debates within the tech community, with some fearing that it could stifle innovation. As xAI navigates these challenges, the balance between technological progress and ethical responsibility continues to be a focal point in the AI discourse.
As xAI continues to expand Colossus, the potential for groundbreaking advancements in AI research and development is immense. This supercomputer is not just a technological marvel; it embodies Musk’s ambition to redefine AI capabilities and secure a leading position in the AI sector. However, navigating complex regulatory landscapes and addressing environmental concerns will be crucial in fully realizing Colossus’s potential. What role will ethical and sustainable practices play in the future of AI development?
This article is based on verified sources and supported by editorial technologies.
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Tools & Platforms
Kroger turns to AI for inventory security, experience boosts
Dive Brief:
- Kroger will continue investing in AI as tools enable better product visibility and productivity, leading to reduced inventory loss or shrink and improved talent retention, executives said during the grocer’s Q1 earnings call in June.
- “We’ve seen good progress [around shrink],” SVP and CFO David Kennerley said during the call. “What we really attribute this to is we’ve made some investments in some AI-enabled technology and deployed new processes around that technology.”
- The company also launched a virtual AI assistant for its associates, which it partly credited for record levels of store and company retention during the quarter. “When our associates stay longer, they learn more, take on additional responsibilities and deliver a better customer experience, which leads to better sales,” said interim CEO Ron Sargent.
Dive Insight:
Kroger is doubling down on AI while keeping savings top of mind, joining a cost-conscious group of businesses making similar moves.
The grocer will close 60 underperforming stores by the end of next year as it reassesses capital allocation and “aggressively” finds ways to reduce costs throughout the company, according to the earnings call.
Kroger sees AI and other technologies as part of the solution, too.
“The other thing that will also contribute towards better cost performance is what I call ways of working and process improvement,” Kennerley said. “There’s a lot of opportunity here to work smarter, more efficiently, more tech-enabled, and we’ve already got some good proof points on that.”
Excluding fuel, identical-store sales ticked up 3.2% during Q1 2025, which ended May 24, compared with the same period last year. Kroger characterizes a store as identical if it operates without expansion or relocation for five full quarters.
Kroger’s once-sought-after merger partner, Albertsons, has similarly sharpened its technology focus while eyeing cost-saving measures.
“Our North Star is to use technology in everything that we do,” Albertsons CEO Susan Morris said during the company’s Q4 2024 earnings report in April.
As part of the strategy, the Idaho-headquartered grocer plans to increase AI use to enhance product quality and monitoring for freshness as it looks to drive higher sales and better customer experiences.
The efforts also align with Albertsons’ three-year plan to cut $1.5 billion in costs that rolled out after the merger failed.
Tools & Platforms
AI-powered material discovery is reshaping the future of batteries
Scientists leverage artificial intelligence to overcome a major hurdle in zinc-ion battery development, paving the way for cheaper, greener, and more efficient energy storage.
In a significant leap forward for battery innovation, scientists from Singapore’s Nanyang Technological University and China’s Huaiyin Normal University have teamed up to create an AI-powered system that could drastically improve how rechargeable batteries are made.
Led by Dr. Edison Huixiang Ang from the NIE/NTU, the team has harnessed artificial intelligence (AI) to solve one of the biggest challenges in zinc-ion battery technology, preventing dendrite growth.
Zinc-ion batteries are a promising alternative to today’s lithium batteries. They are cheaper, safer, and better for the environment. But they have one big problem-tiny spikes called dendrites can grow inside the battery when it charges. These spikes can cause the battery to stop working or even short-circuit.
To solve this, Dr. Ang’s team turned to AI. Instead of testing materials one by one, the AI quickly checked over 168,000 different combinations. This smart approach led them to a special material made from cerium and iron, called a metal-organic framework (MOF), that helps stop the dangerous spikes from forming.
“AI helped us discover the right material quickly and at a lower cost,” Dr. Edison Ang told Tech Explorist. “This allows us to create safer batteries that are more sustainable for the future.”
The team also created a thin protective layer using this material. In tests, the new battery design worked for over 4,300 hours and stayed almost 100% efficient after 1,400 charge cycles-much better than regular batteries.
This discovery could be useful for electric cars, phones, and storing solar or wind energy. As we move toward a greener world, having strong and reliable batteries is more important than ever.
“AI is helping scientists everywhere work smarter,” said Dr. Ang. “It’s opening the door to new ideas that can change the world.”
Journal Reference
- Jianbo Dong, Guolang Zhou, Wenhao Ding, Jiayi Ji, Qing Wang, Tianshi Wang, Lili Zhang, Xiuyang Zou, Jingzhou Yin and Edison Huixiang Ang. Machine learning-assisted benign transformation of three zinc states in zinc ion batteries. Energy & Environmental Science, 2025,18, 4872-4882. DOI: 10.1039/D5EE00650C
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