The world's largest contract chipmaker is moving on several fronts at the same time, and each one points at the same target: the surging demand for artificial intelligence hardware.

Cadence Design Systems said it has expanded its partnership with TSMC to speed up AI chip development using "agentic" design tools — software that automates more of the painstaking work of laying out a chip. Cadence shares were up 1.6% on the news, according to the report carried by MSN.

TSMC also said Thursday that it will manufacture some of the world's most cutting-edge semiconductors in Japan to meet booming AI-related demand, according to the Asahi Shimbun — an expansion of a manufacturing footprint that has historically been concentrated in Taiwan.

On the technology roadmap, TweakTown reports that construction of TSMC's facilities for its next-generation 1.4-nanometer process is running ahead of schedule, pulling in the timeline for mass production. Wccftech reports the company is using AI internally to reduce construction risk and high-temperature hazards on those sites, with a production target of mid-2028.

The most competitively pointed item involves packaging — the increasingly critical step of stitching multiple chips together into one high-performance unit. Tech in Asia reports TSMC is exploring new AI chip packaging with supplier Kinsus. Separately, a report from The Information, cited by Yahoo Finance and Benzinga, says TSMC is developing an "EMIB-like" advanced packaging technology that could erode a competitive advantage Intel has held. Intel's stock rose anyway, trading 4.62% higher in the Benzinga account.

Why it matters: nearly every AI system running today depends on chips made by this one company, so how fast TSMC can build, package and design them effectively sets the pace — and the cost — of the entire AI industry.