
AURORA INSIGHTS
AURORA INSIGHTS
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From Risk to Responsibility: Governing AI in the Public Interest
Artificial Intelligence (AI) is increasingly shaping decisions that impact real lives, from determining who qualifies for social services to how communities are prioritised in public health and how migrants are processed at borders.
Yet public institutions, built to uphold equity and democratic accountability, are struggling to keep pace with the speed and complexity of AI systems.

How AI Is Rewriting the Career Ladder
Even if we could snap our fingers and have full AI uptake tomorrow, we’d face a more profound paradox. If AI takes over the beginner work, where do beginners come from?
Leaders are fretting about a looming skills gap in fields like law, consulting, media, and tech.

The AI Divide: Lack of Equitable Access for India’s Downtrodden
In a country as diverse and stratified as India, AI is far from being equitable.
Despite the Indian government’s gradual push towards AI infrastructure, the gap in accessibility and affordability remains stark.

Innovating Sales Technology with AI: Bridging Between Personalization and Scalability
Tapping into the power of AI, businesses can analyze data to understand what their customers want, create tailored recommendations and make every interaction feel unique all while managing thousands of relationships at scale.
It’s not just about selling more—it’s about building deeper, more meaningful connections with customers in a way that’s efficient and impactful.

AI, News, and You
The news industry is on shaky ground. Worldwide we are seeing a decline in local newspapers, and major outlets aren’t faring much better. With the digital age, news companies have struggled to adapt, especially with the recent surge of generative AI.
No matter how you consume news, media companies must rapidly adapt to this changing landscape.

Where Heritage Meets Tech: Cultural AI in Action
Languages, traditions, rituals, culinary practices, and art forms refined over generations risk disappearing amid rapid globalization and urbanization.
In response to this challenge, artificial intelligence (AI) has emerged as a promising, if unexpected, tool.

The Ethics of Affective Computing in Behavioral Health
Artificial intelligence promises to be a game changer in this field of mental and behavioral health.
Yet, rapid development alongside current deregulation efforts creates risk of unforeseen implications.

How Creative Agencies are Transforming Filmmaking with New Age AI/ML Models
Today’s audiences demand more immersive, interactive, and hyper-realistic content.
To keep up, creative studios are moving away from outdated, slow, and expensive workflows, and turning to faster, smarter solutions with AI. As these tools evolve, the line between digital and physical worlds will continue to blur.

Never Neutral: How Anthropology Can Shape the Future of AI
AI is a cultural force, deeply intertwined with the human experience. Despite decades of technological advancements, one constant remains—humans and the cultures they bring.
Drawing on the groundbreaking research of Dr. Diana E. Forsythe1, an anthropologist who studied AI labs in the 1980s and 1990s, this article explores how cultural and social dynamics shape AI development and why anthropology is essential for creating better, more inclusive systems.

Introducing the Human Collective Intelligence Alignment Problem: Say Hi to HI
We must remember that just as AI is not alone in the universe, neither are we.
We are all part of a human collective superintelligence that, whilst far greater than our own, depends on the intelligence, agency and values of us all.

Youth Safety and AI: Preparing for the AI Revolution
Most teenagers admit that they use AI to help them with their homework, which has raised a lot of concern from parents and teachers about how they are learning.
In light of all this, we must ask ourselves a crucial question—how are we preparing our youth for a future dominated by AI?

Evaluating Low-Risk AI Systems: A Responsible Adoption Approach
Among its various branches, generative AI stands out for its ability to empower organizations and individuals in daily tasks. The integration of AI across diverse functions is becoming standard practice, with enterprise adoption significantly influencing its acceptability. Approximately 85% of AI systems are anticipated to be classified as low-risk or no-risk, yet trust in these systems remains a critical challenge.

DeepSeek: Smaller, Cheaper, Better?
With the cost of over $100 Million for training GPT-4, not many enterprises can compete at this budget level. But what if there was a model that cost under $6 Million to train that matches GPT-4o’s performance? Enter: DeepSeek.

Dreamscapes & PNGS: Why AI Art Feels Like a Portal to Forgotten Dreams
The Earth without ART is just EH. Generative AI proves that artistry lives in all of us, waiting to be unlocked. Because let’s be real, there’s no better feeling than looking at something and saying, “Yeah, I made that.”

The Rise of AI-Powered Tools in Mental Health
Imagine someone struggling with anxiety in a remote area, an AI chatbot could provide immediate support, offering coping strategies or simply listening. Or consider a therapist using AI to analyze patterns in a patient’s journaling to tailor their treatment. These possibilities are no longer hypothetical — they are happening now.

The AI Race and the Urgency of AI Safety
At the core of the 21st century, we’re experiencing a technological upheaval unlike any before: the emergence of artificial intelligence (AI). In the midst of this enthusiasm, a significant worry is emerging: the possible risks associated with unregulated AI progress. As Generation Z, the tech-savvy individuals set to inherit this AI-powered era, we need to address the critical issue of AI security.

Building in Mid-Air: 2024 In Review with Catherine McMillan and Noah Frank
In Boston, over coffee and whiteboards, we decided to act. This year, that action took form in our Aurix’s first major experiment: Aurora Insights. We are pleased at how this medium has truly become a space amplifying emerging voices at the cutting edge of AI research, governance, and strategy, featuring contributions on ethical AI frameworks and innovative applications in education and healthcare. Thank you to all who made this possible!

There’s No ‘We’ in Technology: Protecting Against the Invisible Erosion of Human Rights
Advocating for embedding human rights at the core of AI development would maintain consistency, accountability and reliability in creating safe and trustworthy AI systems. The biggest challenge that lies ahead is how we reconcile the different priorities and ensure that people’s rights are understood and prioritised, not pushed aside for unrestricted growth and profit.

The Silicocene: Entering a New Era of Technology, Ethics, and Collective Responsibility
This period is characterised by the embedding of silicon-based technologies into nearly every facet of life. Unlike the preceding Anthropocene, marked by human-driven environmental impact, the Silicocene is poised to be shaped by humanity's relationship with digital and artificial intelligence systems.

Manufacturing and Retail Revolutionized: AI Meets the Metaverse
The metaverse has a wide range of potential healthcare and retail applications. When paired with AI, AR, and VR, it may profoundly improve the medical and retail industry, promote diversity, and more.