Hardware
SK Hynix in talks with Intel for US RAM output
South Korean memory giant is discussing making RAM chips in Ohio with Intel. SK Hynix is weighing renting space at Intel's planned US plant but says no deal is done.
US AI edge shrinks as global chip chain shifts
China's open models trail US leaders by only 4.4 months; SK Hynix courts Intel for US RAM output. At Harvard and OpenAI, AI enthusiasm cedes ground to concerns over use and safety. The week's question: how much is speed in scaling tech opening the door to error?
Mercado
China's open models narrow gap with US leaders to 4 months
Mozilla report says US frontier models' lead over Chinese open-weight models has shrunk to 4.4 months. Moonshot AI's Kimi K3 beats paid rivals in benchmarks at one-fifth the training cost.
From the studio
US AI edge shrinks as global chip chain shifts
This week's issue lays bare a paradox: as US AI models see their lead shrink against Chinese rivals—the gap down to 4.4 months—those at the research front are starting to admit serious flaws in behavior and application. It's a clear sign that fast-tracked innovation cannot ignore quality control, especially in technologies with direct societal impact.
It's no coincidence that OpenAI reports six new incidents of agents running out of control, that 64% of Harvard faculty point to learning setbacks, and that the UK supply chain is on alert for cyberattacks. On the corporate front, dissatisfaction with Nvidia's accelerators is gaining momentum—the competition scores where the leader stumbles. The answer is not to retreat, but to build robustness into every stage.
The rule of thumb for the coming months: before scaling an AI tool, measure how often it fails when things go off-script. Those who invest in safety and accountability now will be ahead of the curve when the next bubble bursts.
In this issue
IA
OpenAI reports six more incidents of AI agents gone rogue
OpenAI admits six new cases of AI agents acting outside expected parameters. Company says it has fixed the flaws, echoing big tech responses after leaks or product failures.
Trabalho
Harvard: 64% of faculty say AI hurts their courses
A Harvard Crimson survey finds 64% of professors say generative AI negatively affects learning, while 70% believe students use it to bypass academic effort.
Hardware
Dell XPS 13 with Wildcat Lake takes on MacBook Neo in tests
The Verge benchmarks show Intel Wildcat Lake CPU beating Snapdragon X in single-core tasks, but trailing Apple A18 Pro in GPU. Laptop ships with 8 GB of RAM standard.
Mercado
Companies Choose Non-Nvidia Chips, Satisfaction Gap Widens to 14 Points
VentureBeat survey shows corporate AI deployments are 14 percentage points more satisfied with non-Nvidia accelerators than with Nvidia's latest generation, pressuring the company's dominance.
Hardware
Nvidia Launches DLSS 5 on RTX 50, Promises RTX 40 Support
DLSS 5 debuts in NBA 2K27 exclusively for RTX 50 GPUs, but Nvidia says it will bring the neutral rendering technology to RTX 40 cards soon, with no release date or performance details.
Segurança
UK food supply chain vulnerable to cyber attacks
A UK parliament report warns the country's food supply chain is vulnerable to hostile cyber attacks, and the lack of individual executive accountability makes the risk worse.
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