Europe Is Trying to Rein In America's Chip War

The MATCH Act, currently under deliberation in the US Congress, would restrict exports to China of ASML's previous-generation deep ultraviolet (DUV) lithography machines. These machines first shipped roughly a decade ago, and this generation of technology is all China is currently able to purchase.

ASML CEO Christophe Fouquet told TechCrunch in May that what China can buy today is limited to older-generation DUV machines — and it is precisely those machines that would fall under the MATCH Act's restrictions.

Europe is pushing back hard against the bill. Netherlands-based ASML is the world's leading semiconductor equipment maker, and US-led export controls directly threaten European economic interests. Between US security concerns and European business interests, cracks are beginning to form within the alliance itself.

MTP Implemented in Gemma4 QAT Models — 35%–53% Speedup Achieved

HauhauCS has released Uncensored Balanced versions of "Gemma4-26B-A4B-QAT" and "Gemma4-31B-QAT", quantization-aware training (QAT) variants of Google's Gemma4 models. Both models come with an MTP (Multi-Token Prediction) draft head, dramatically improving inference speed through speculative decoding.

The 26B-A4B model (MoE, 4B active) achieves roughly 35% faster inference, while the 31B dense model gains about 53%. The impact on quality is said to be zero, as the model itself verifies every drafted token.

HauhauCS's models are approaching 20 million cumulative downloads on HuggingFace, occupying an important place in the local LLM community. Practical operational details are provided as well, including recommended sampling parameters (temp=0.6, top_k=64, top_p=0.9) and the use of the --jinja flag in llama.cpp.

Residents Push Back as Japan's Data Center Construction Boom Accelerates

According to The Japan Times, as construction of AI data centers surges across Japan, local resistance to building them in urban areas is intensifying.

Driven by the AI boom, demand for data centers is skyrocketing, but massive power consumption, noise, and strain on infrastructure have become major concerns for local residents. While the Japanese government champions AI industry growth, reconciling it with local communities remains a challenge. It's essentially Japan's version of the data center backlash unfolding around the world, from Ireland to Singapore.

Former Infosys CEO Vishal Sikka Launches New AI Venture

Former Infosys CEO Vishal Sikka has launched a new venture aimed at transforming the IT services industry. It is funded by Mayfield and Aramco Ventures, with veterans from SAP, Infosys, and VianAI coming together on the team.

As AI advances push the traditional IT services model into a period of upheaval, all eyes are on what approach this venture will take to the market. Sikka has long advocated AI-first management, and this new challenge is seen as a natural extension of that vision.

Vercel Experiment: Plain Text Beats the "Smart Skill"

According to experimental data published by Vercel, in AI coding agents, a plain text file simply placed in a project recorded higher performance than the "smart" Skill feature that agents invoke on demand.

The evaluation measured how accurately agents could handle Next.js tasks. The result was not even close — the text file was clearly superior. This suggests that information sitting directly inside the context window is easier for agents to work with than information pulled in from the outside. It's a fascinating piece of evidence that in AI agent tool design, simplicity matters more than complexity.

"DwarfStar" Runs DeepSeek V4 Flash on a DGX Spark — and It's Turning Heads

DwarfStar (ds4), an open-source project by antirez, is drawing attention for its claim that DeepSeek V4 Flash can run on a single NVIDIA DGX Spark. By leveraging the MoE architecture and a design that prioritizes unified memory before overflowing to SSD, it reportedly enables execution with 80B active parameters and full context.

Whether frontier-class models can run in local environments is a major concern for the community, and practical hands-on feedback is eagerly awaited.

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