Carbon is priced at $2 per million input tokens and $10 per million output tokens, with cached input tokens available at 95% off the standard input price.

Google unveils Gemini 4 Carbon, a new frontier model following Argon, with notable gains in coding, agentic tasks, and cybersecurity defense.

Initial access to Carbon is limited to selected cyber defenders this week, with broader access planned later for trusted Fairwind Program partners, while public consumer access has no date yet.

Industry emphasis remains on ongoing AI developments in advertising, search features, and data/citation practices, highlighting the current trajectory.

Publishers’ zero-clicks do not automatically erase Google revenue since ads can appear within AI Overviews and AI Mode, though AI conversations may shrink traditional browsing opportunities.

Google Ads updates include a new help document on AI-generated review summaries and notes on 1-click AI Max experiments.

Additional notes cover practical usage tips for AI agents and industry dynamics like Anthropic’s government deals and Particle’s new model.

The piece frames market expectations and analyst opinions, advising readers to conduct their own research before investing.

Media buyers are increasingly managing creative production within the same dashboard used for bidding and targeting, blurring strategy and production lines.

Document gaps raise questions about how Ads will integrate with agent actions and AI-enabled shopping within Gemini app and AI-mode.

Alphabet’s cloud strategy and AI model deployments are pivotal to its stock trajectory amid ongoing AI chip and cloud service competition.

FX fluctuations, EU de minimis changes, and FIFA World Cup timing affect retail advertising and overall revenue growth, with AI Mode monetization at a lower per-interaction rate contributing to a slowdown.