OpenAI continues to work to grow its ad business in ChatGPT, cutting ad rates, chasing small and midsize businesses, and hiring some new talent from Meta
THE SO WHAT
ChatGPT’s push into lower-priced ads for SMBs—and Meta ad talent coming in—confirms the assistant is becoming an intent and commerce surface, not just a productivity tool. If you’re a marketer or product owner, you now have to treat AI assistants as paid channels in your acquisition mix and watch how their targeting and attribution models evolve.
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MORE FROM THE WIRE
Applied AIMicrosoft unveils MAI-Base-2, a MoE model with 2.8T total and 80B active parameters, claiming 4x-12x more pretraining FLOPs-efficiency than DeepSeek-V4-Pro-Base
If Microsoft’s MAI-Base-2 MoE really delivers 4x–12x pretraining FLOPs-efficiency over DeepSeek-V4-Pro-Base, the constraint for frontier work shifts further from raw compute to data quality, routing, and downstream productization. For operators, this is another nudge to assume rapid, stepwise model efficiency gains in your 12–24 month planning rather than linear cost curves.
Microsoft AI chief says the company beat OpenAI at its own game, using a quarter of the computing power
If Microsoft is getting better pre-training metrics than a comparable OpenAI base model with 25% of the compute, the frontier race is tilting toward data, architecture, and optimization, not just raw FLOPs. For teams building on others’ models, this increases the odds of rapid price-performance improvements—don’t over-commit to today’s unit economics.
Applied AIAnthropic makes Code Review generally available, with $50,000 in credits attached
Automated PR review with up to $50,000 in credits is a direct attempt to make AI a default gate in enterprise SDLC, not a sidecar tool. If you run GitHub Enterprise, this is the moment to pilot AI review on a constrained repo and measure defect catch‑rate and developer throughput before it becomes an expectation from your board or auditors.
Applied AIChatGPT can peek at your Chrome tabs now
Letting ChatGPT read your live Chrome tabs turns the assistant into a context‑aware overlay on actual work, not just a separate chat box. Enterprises should move quickly to define data handling and extension policies—this is effectively a new integration surface into whatever your employees have open in the browser.