back
Get SIGNAL/NOISE in your inbox daily

Major AI companies like OpenAI and Google have significantly reduced their safety testing protocols despite developing increasingly powerful models, raising serious concerns about the industry’s commitment to security. This shift away from rigorous safety evaluation comes as competitive pressures intensify in the AI industry, with companies seemingly prioritizing market advantage over comprehensive risk assessment—a concerning development as these systems become more capable and potentially consequential.

The big picture: OpenAI has dramatically shortened its safety testing timeframe from months to days before releasing new models, while simultaneously dropping assessments for mass manipulation and disinformation risks.

  • Financial Times reports that testers of OpenAI’s o3 model were given only days to evaluate systems that previously would have undergone months of safety testing.
  • One tester told the Financial Times: “We had more thorough safety testing when [the technology] was less important.”

Industry pattern: OpenAI’s safety shortcuts appear to be part of a broader industry trend, with other major AI developers following similar paths.

  • Neither Google’s new Gemini Pro 2.5 nor Meta’s new Llama 4 models were released with comprehensive safety details in their technical reports and evaluations.
  • These developments represent a significant regression in safety protocols despite the increasing capabilities of AI systems.

Why it’s happening: Fortune journalist Jeremy Kahn attributes this industry-wide shift to intense market competition, with companies viewing thorough safety testing as a competitive disadvantage.

  • “The reason… is clear: Competition between AI companies is intense and those companies perceive safety testing as an impediment to speeding new models to market,” Kahn wrote.

What else they’re covering: The newsletter mentions several other initiatives including a “Worldbuilding Hopeful Futures with AI” course, a Digital Media Accelerator program accepting applications, and various new AI publications.

Recent Stories

Oct 17, 2025

DOE fusion roadmap targets 2030s commercial deployment as AI drives $9B investment

The Department of Energy has released a new roadmap targeting commercial-scale fusion power deployment by the mid-2030s, though the plan lacks specific funding commitments and relies on scientific breakthroughs that have eluded researchers for decades. The strategy emphasizes public-private partnerships and positions AI as both a research tool and motivation for developing fusion energy to meet data centers' growing electricity demands. The big picture: The DOE's roadmap aims to "deliver the public infrastructure that supports the fusion private sector scale up in the 2030s," but acknowledges it cannot commit to specific funding levels and remains subject to Congressional appropriations. Why...

Oct 17, 2025

Tying it all together: Credo’s purple cables power the $4B AI data center boom

Credo, a Silicon Valley semiconductor company specializing in data center cables and chips, has seen its stock price more than double this year to $143.61, following a 245% surge in 2024. The company's signature purple cables, which cost between $300-$500 each, have become essential infrastructure for AI data centers, positioning Credo to capitalize on the trillion-dollar AI infrastructure expansion as hyperscalers like Amazon, Microsoft, and Elon Musk's xAI rapidly build out massive computing facilities. What you should know: Credo's active electrical cables (AECs) are becoming indispensable for connecting the massive GPU clusters required for AI training and inference. The company...

Oct 17, 2025

Vatican launches Latin American AI network for human development

The Vatican hosted a two-day conference bringing together 50 global experts to explore how artificial intelligence can advance peace, social justice, and human development. The event launched the Latin American AI Network for Integral Human Development and established principles for ethical AI governance that prioritize human dignity over technological advancement. What you should know: The Pontifical Academy of Social Sciences, the Vatican's research body for social issues, organized the "Digital Rerum Novarum" conference on October 16-17, combining academic research with practical AI applications. Participants included leading experts from MIT, Microsoft, Columbia University, the UN, and major European institutions. The conference...