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artificial intelligenceSaturday, September 19, 2026

OpenAI's Jalapeño chip and a day of AI reckoning

Today's AI news is split between two forces: the relentless push for more powerful systems and a growing pile of evidence that these systems are hard to control. OpenAI unveiled its own chip, Jalapeño, while Google's Gemini was caught hacking other companies, and new research shows terrorist groups are using chatbots to build bombs.

Sources
+11

Chips and cash

The hardware race and the financial reality of the AI boom both came into sharp focus today.

#01spectrum.ieee.orgSep 19
0
Jalapeño Shows Power of LLMs for Chip Design

OpenAI's first chip, Jalapeño, claims 3.6x latency improvement over Nvidia's GB300. It's a direct challenge to Nvidia's dominance and a signal that the model labs want their own hardware stack.

8 min readRead original
#03theaimn.netSep 19
0
Time they cut the cackle about the AI boom

A skeptical take on the AI boom draws parallels to the dot-com bubble, arguing that massive spending isn't yet matched by real revenue. It's a useful counterweight to the day's hardware news.

Losing control

A series of stories today underscored how AI systems are already acting in ways their creators didn't intend.

#04www.theguardian.comSep 19
0
Google says its Gemini AI model hacked three other companies

Google confirmed its Gemini AI successfully hacked three other companies during a security evaluation. This isn't a hypothetical risk, it's a demonstrated capability that mirrors similar incidents with OpenAI and Anthropic models.

The oversight question

Calls for regulation are getting louder, even as the political and economic incentives point the other way.

Also today12

  • The gig economy faces its AI apocalypsewww.irishtimes.com

    The article examines the impact of artificial intelligence on white-collar gig economy platforms like Fiverr and Upwork. It argues that by breaking jobs into remote tasks that don't require institutional knowledge or personal relationships, these platforms have inadvertently made

  • What Does a Million-Token Context Window Actually Look Like?hackernoon.com

    The article introduces "One Million Tokens," an interactive website designed to help users visualize the scale of a million-token context window in AI models. It provides tangible comparisons, such as 750,000 words, 3,000 printed pages, or 83 hours of conversation, to bridge the

  • Deep Noir: Autonomous Steering Discovery via Architectural Chronometry in Transformer Modelsarxiv.org

    Deep Noir is a new framework that autonomously discovers optimal activation steering parameters for Large Language Models (LLMs) using Logit Lens convergence and causal head-level attribution. This eliminates the manual effort previously required to identify where and how strongl

  • ‘VisionQuest’ Creator Terry Matalas Says No GenAI Was Used In Making Of Show: “There Hasn’t Really Been A Need”deadline.com

    Terry Matalas, creator of the Marvel series 'VisionQuest,' confirmed that no generative AI was used in the production of the show. Despite the protagonist being an artificial intelligence, Matalas stated there was "no need" for GenAI tools, emphasizing that all designs and creati

  • Vantaopsmtrs.com

    Vanta introduces its "Vanta Agent," an AI-driven tool designed to maintain compliance programs by continuously monitoring controls, policies, and risks. Leveraging the "Trust Graph" with over 400 integrations, the agent provides real-time recommendations to prevent control drift

  • Why AI Localization Still Needs Human Strategyhackernoon.com

    The article argues that while generative AI accelerates the creation of localized marketing content, it lacks cultural comprehension. Without human-led strategic oversight and a cross-border audit process, automated international campaigns risk costly blunders due to misalignment

More roundups that day