TNB Tech Minute: Meta Unveils Four New Custom-Built Chips for Internal Use

2026-03-11 · Source: WSJ Tech News Briefing · Field: Technology & Digital — Artificial Intelligence & Machine Learning, Emerging Technologies & Innovation, Cybersecurity & Data Privacy · Depth: Fundamental Awareness, quick

Summary

Meta Platforms has announced four new custom-built chips, expanding their internal use from ad ranking and recommendations to generative AI inference work. These chips are either already deployed or scheduled for deployment in 2027, though Meta still relies on external chipmakers for AI model training. Concurrently, Meta's WhatsApp is introducing parent-managed accounts for preteens (under 13 or country-specific minimum age), allowing parents aged 18 or over to control contacts and group access, addressing concerns about minors on social networks. Separately, Microsoft is supporting Anthropic in a court filing against the Pentagon's "supply chain risk" designation, warning that blocking existing contracts could "hamper U.S. war fighters." Microsoft has a \$5 billion investment in Anthropic, which includes a \$30 billion cloud services agreement.

Key takeaway

For technology strategists evaluating infrastructure investments, Meta's move to deploy custom chips for generative AI inference by 2027 highlights the increasing value of specialized hardware for specific workloads. You should assess whether internal chip development or strategic partnerships offer better long-term cost and performance advantages for your organization's AI initiatives. Additionally, consider the implications of regulatory scrutiny on youth access to platforms and the potential for government designations to impact critical supply chain relationships.

Key insights

Tech giants are developing custom hardware and navigating regulatory challenges while expanding AI and youth safety features.

Principles

• Internal chip development optimizes specific AI workloads.
• Parental controls address youth access concerns on social platforms.
• Strategic tech investments involve significant cloud service commitments.

In practice

• Deploy custom chips for generative AI inference.
• Implement age-gated accounts with parental oversight.
• Consider legal action against adverse government designations.

Topics

• Custom AI Chips
• Generative AI Inference
• WhatsApp Parental Controls
• Supply Chain Risk
• Microsoft Anthropic Investment
• Social Media Regulation

Best for: CTO, VP of Engineering/Data, Director of AI/ML, Tech Journalist, General Interest, Policy Maker

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Editorial summary, takeaway, and curation by AIssential. Original article published by WSJ Tech News Briefing.