Another Crazy Day in AI: The Overlooked Side of Scientific Progress
- Wowza Team

- Oct 7
- 4 min read

Hello, AI Enthusiasts.
After the first rush of the week, here’s a pause worth taking.
Microsoft’s Ideas podcast revealed that even AI can trip over its own cleverness. Researchers found a sneaky vulnerability in AI-driven protein design with real-world consequences.
Meanwhile, AirPods that double as translators make world travel smoother, maybe a little too smooth for language purists.
And OpenAI just turned ChatGPT into a full ecosystem of apps — Spotify, Canva, Coursera... all hanging out in your chat window now.
Here's another crazy day in AI:
The Paraphrase Project and biosecurity resilience
The promise and peril of real-time AI translation
Apps arrive in ChatGPT with tools for developers
Some AI tools to try out
TODAY'S FEATURED ITEM: Protecting Progress in Biotechnology

Image Credit: Wowza (created with Ideogram)
What happens when a discovery meant to advance science also exposes a hidden risk?
In a recent episode of Microsoft Research’s Ideas podcast, Eric Horvitz, Microsoft’s Chief Scientific Officer, joined Bruce Wittmann, Tessa Alexanian, and James Diggans to discuss a finding that brought new attention to biosecurity in the age of AI. The episode, More AI-Resilient Biosecurity with the Paraphrase Project, explores how researchers uncovered an overlooked vulnerability in AI-assisted protein design, and how that discovery opened a wider discussion about safety, collaboration, and responsibility in scientific research.
Among the key points discussed in the episode:
The Paraphrase Project’s investigation into how AI systems could be manipulated to produce harmful biological designs through indirect prompts.
The process behind uncovering this risk and the team’s decision to responsibly disclose their findings.
How partnerships across academia, industry, and government played a role in evaluating and mitigating the potential threat.
The importance of balancing open scientific progress with protective guardrails for emerging AI tools.
Broader reflections on what “responsibility” means when innovation has implications beyond its intended purpose.
The Paraphrase Project’s findings highlight how even well-intentioned advances can surface new questions about how science and technology intersect. It’s not the first time progress has run alongside risk, but this case offers a real example of how awareness and accountability can shape a more thoughtful approach to innovation. By addressing the issue publicly, the researchers set an example for how transparency can help the scientific community strengthen, not hinder, trust.
It also points to the growing need for cooperation among different sectors. When discoveries like these cross disciplines, the solutions often require shared expertise and open communication. The collaboration behind the Paraphrase Project shows that biosecurity isn’t just a research concern; it’s a collective effort involving ethical, technical, and social awareness.
As AI continues to expand its role in science, these conversations remind us that progress isn’t just measured by what technology can do, but by how thoughtfully it’s applied. Responsible innovation doesn’t slow discovery; it ensures that each step forward considers the broader implications for safety, integrity, and public trust.
Read the article and transcript here.
Watch it on YouTube here.
Listen on Spotify here.
Listen on Apple Podcast here.
OTHER INTERESTING AI HIGHLIGHTS:
The Promise and Peril of Real-Time AI Translation
/Daniel Seifert, Writer, on BBC
Apple’s new live translation feature is redefining what global communication could look like. Built into the AirPods Pro 3, it allows users to hear real-time translations directly in their ears while viewing text transcripts on their iPhones. This innovation could open doors to friction-free travel and instant multilingual interaction — but it also raises questions about what might be lost when machines speak for us. From travel to aviation, education to culture, the world may soon find itself rethinking how it connects — and why we still learn languages at all.
Read more here.
Apps Arrive in ChatGPT With Tools for Developers
/OpenAI
OpenAI just launched a new generation of apps inside ChatGPT — and a fresh SDK for developers to build them. Users can now chat directly with apps like Spotify, Canva, Coursera, and Zillow, seamlessly blending AI interaction with real-world tools. For developers, the new Apps SDK opens the door to over 800 million users and supports rich, conversational experiences built on the Model Context Protocol. This release marks a pivotal shift for ChatGPT — evolving from a chat assistant into a full ecosystem of interactive AI-powered apps.
Read more here.
SOME AI TOOLS TO TRY OUT:
That’s a wrap on today’s Almost Daily craziness.
Catch us almost every day—almost! 😉
EXCITING NEWS:
The Another Crazy Day in AI newsletter is on LinkedIn!!!

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