The Morning Build, July 02, 2026
Five engineering-focused updates: a major AI lab explores a custom chip with Samsung, Meta launches an AI gizmo app called Pocket, Microsoft forms a $2.5 billion AI deployment business, OpenAI floated donating equity to a U.S. fund, and Google reports a 37 percent jump in electricity use tied to AI infrastructure.
Anthropic discusses custom AI chip collaboration with Samsung
- What happened: Anthropic has held discussions with Samsung about developing a custom AI chip, but has not decided the chip’s role, server integration, or performance targets, and says it will continue using chips from Google, Amazon, and Nvidia.
- Why it matters: A custom chip would let Anthropic pursue hardware independence and tailor compute for its models; engineers should note this fits a broader trend of AI firms exploring bespoke silicon as an alternative to Nvidia-dominated stacks.
- Outlook: Watch for technical details on intended workloads and performance targets if talks with Samsung progress.
Sources: techcrunch.com
Meta launches Pocket app for user-created AI ‘gizmos’
- What happened: Meta released Pocket, a mobile app that hosts a feed of small interactive AI experiences called gizmos which can respond to touch, tilt, sound, the camera, and photos; the app is not yet available everywhere.
- Why it matters: Developers should expect a new distribution and interaction model for lightweight, prompt-driven AI experiences that permit remixing and direct use of device sensors, which changes how state, inputs, and media access are handled on-device and in the cloud.
- Outlook: Track availability in your region and the app’s API and permission model as Meta rolls it out.
Sources: theverge.com · techcrunch.com
Microsoft forms Microsoft Frontier Company with $2.5B and 6,000 experts for enterprise AI deployments
- What happened: Microsoft announced Microsoft Frontier Company, an operating business backed by $2.5 billion and staffed with 6,000 industry and engineering experts to deliver enterprise AI deployments, citing early partnerships with the London Stock Exchange Group, Unilever, Land O’ Lakes, and Accenture.
- Why it matters: This creates a large, outcome-focused deployment organization that will supply engineering resources and integration expertise to enterprises, which affects how teams plan vendor engagements and allocate internal forward-deployed engineering work.
- Outlook: Compare Microsoft’s model and commitments to AWS’s $1 billion internal FDE effort and other vendor deployment ventures to see where enterprise engagements concentrate.
Sources: techcrunch.com
OpenAI proposed donating 5% equity to a U.S. sovereign wealth fund, per FT
- What happened: OpenAI CEO Sam Altman proposed transferring 5 percent of OpenAI’s equity to a U.S. sovereign wealth fund, with the idea framed as a way to improve relations with the administration; the talks are preliminary and likely require congressional approval.
- Why it matters: Any transfer of equity to a public fund would create new governance and ownership dynamics for systemically important AI companies, which legal and engineering teams would need to account for in compliance and capital strategy.
- Outlook: Follow reporting on detail, scope, and whether Congress or regulators would need to act before any formal transfer happens.
Sources: techcrunch.com
Google reports 37 percent rise in electricity use in 2025 driven by AI data center buildout
- What happened: Google disclosed a 37 percent increase in electricity consumption in 2025, with data centers using over 42 million megawatt-hours compared to 30.6 million in 2024; total electricity use has risen more than 250 percent since 2019.
- Why it matters: Engineers and infrastructure planners should factor rapidly rising power demand into capacity planning, regional grid partnerships, and procurement of clean energy, since Google links the increase to AI infrastructure and data center operations.
- Outlook: Monitor Google’s clean energy investments and local partnerships as it seeks to decouple electricity growth from emissions while supply-chain emissions rose 25 percent.
Sources: arstechnica.com