ByteDance has entered advanced talks to purchase custom AI chips from MediaTek, according to a report by Quartz. The negotiations, if completed, would give the TikTok parent a dedicated silicon supply for its artificial intelligence workloads.

The report names two parties and one objective: ByteDance, the Beijing-based owner of TikTok, and MediaTek, the Taiwanese chip designer, discussing custom accelerators for AI. Quartz describes the discussions as advanced, a stage that typically follows earlier exploratory contact.

What would the deal cover?

Under the reported arrangement, MediaTek would supply custom AI chips — processors designed to ByteDance's specifications rather than off-the-shelf parts. For ByteDance, custom silicon serves compute-hungry recommendation and generative AI systems that the company runs across its video platforms.

The talks place MediaTek, historically a supplier of smartphone and edge-device processors, further into the market for datacenter-class AI accelerators. For ByteDance, a direct chip relationship reduces reliance on standard GPU procurement, which has grown expensive and constrained across the industry.

Why does ByteDance want its own silicon?

ByteDance operates TikTok and its Chinese counterpart Douyin, platforms whose recommendation engines depend on large-scale machine learning inference. The company also develops its own large language models, which add training and serving demand on top of that baseline.

Custom accelerators let a buyer tune the hardware to those specific workloads. Reports of hyperscalers and major platform operators commissioning bespoke chips have become a recurring pattern in the sector, and Quartz's account places ByteDance squarely in that trend.

What has each side said?

Neither ByteDance nor MediaTek has confirmed the negotiations publicly. Quartz cites no named executives and reports no deal value, chip specifications or delivery timeline. "Advanced talks" indicates progress, but no agreement has been announced.

Industry precedent cuts both ways: talks at this stage can produce a supply agreement within months, or collapse over pricing, volume or engineering scope.

Who is MediaTek?

MediaTek, headquartered in Hsinchu, Taiwan, ranks among the world's largest fabless chip designers and supplies processors for smartphones, smart TVs, networking gear and automotive systems. Winning a custom AI chip order from ByteDance would mark one of its most significant datacenter design wins to date.

For MediaTek's investors, the significance is direct: a ByteDance order would open a revenue line beyond consumer electronics, where margins run thinner than in bespoke AI silicon.

What happens next?

Watch for three signals: an official statement from either company, an order-volume disclosure in MediaTek's investor communications, and any movement in ByteDance's parallel chip procurement — including its existing reliance on Nvidia GPUs.

Until one of those signals arrives, the story remains a single-sourced report of talks in progress, not a contract. Advanced talks are exactly that: talks.