The Ledger Comes Due: Nvidia's Earnings Land as AI's Physical Costs Mount

Capability & Integration

• Slack (Salesforce) launched Slack Code on August 21, embedding Anthropic’s Claude Code, Cognition’s Devin, GitHub Copilot, and Vercel’s coding agent into dedicated team channels with tabs for the conversation, plan, and live diffs; human sign-off is still required before anything ships to production, per VentureBeat.
• Google donated its Agent2Agent (A2A) protocol to the Linux Foundation’s Agentic AI Foundation on August 20, joining Anthropic’s Model Context Protocol under one governance roof; the foundation has grown from under 40 members to more than 250, including Microsoft, Amazon, Anthropic, and OpenAI, in eight months, per Google and the Linux Foundation.

Robotics

• At Beijing’s World Humanoid Robot Games, a Tiangong Ultra unit ran the 100m in 8.86 seconds and another cleared 400m in 38.15 seconds, both faster than the human world records, per Al Jazeera. It’s a robot-specific competition under its own rules, not a measure of autonomous task performance — worth holding apart from factory-floor work.
• That floor work stays narrow: Figure’s newer 03 unit began picking components into sequencing trolleys at BMW’s Spartanburg plant this summer, extending a Figure 02 pilot that ran through 30,000+ X3 builds, per BMW Group — a single-site pilot, not a broad rollout.

Hardware & Supply Chain

• Nvidia reports fiscal Q2 earnings after market close today; Wall Street expects roughly $91–92 billion in revenue, near 95% year-over-year growth, following TSMC’s 44.7% year-over-year revenue jump in July on AI-chip demand, per The Motley Fool.
• Update: Bloomberg reported August 22 that Nvidia has told customers server-system prices — including Vera Rubin and Grace Blackwell configurations shipping in early 2027 — are rising more than 15%, driven substantially by memory costs, continuing the shortage SK Hynix and Micron flagged running through 2030 in the prior brief, per Bloomberg.
• Nvidia’s Groq 3 LPX inference chip — product of its $20 billion Groq acquisition — entered full production, unveiled at Hot Chips on August 24: a Samsung-fabricated part hitting 3,400 tokens/second at 100K-token context, with Nebius named first cloud partner and SpaceX signed as a Vera Rubin customer, per NVIDIA and CNBC.

Environmental & Cultural Impact

• Data centers across seven states hosting roughly half of U.S. capacity draw about 3.4 trillion gallons of freshwater annually just for electricity generation — roughly 12 times the combined annual water use of Los Angeles, Phoenix, and Washington, D.C. — and 66% of the water-dependent power plants supplying them sit in medium-high to extremely high water-stress regions, per Ceres.
• The buildout’s other bottleneck is human: meeting announced data center construction timelines needs roughly 500,000 more electricians, 300,000 welders, 550,000 plumbers, and 58,000 fiber-optic installers, per the American Edge Project, via NBC News.

AI in the Wild

Australia’s ARIA will exclude fully AI-generated songs from its official charts starting this Friday, after a cover of Madonna’s “Like a Prayer” — with AI-generated vocals and drums by Queensland DJ Josh Fawaz — became the most-played song on Australian radio and hit number four on two ARIA charts in July before its AI origin was disclosed, per ABC News. AI-assisted tracks can still chart if “substantially human-made” — the rule targets passing-off, not the tool itself.

Takeaway