The AI Why with Liam Lawson

GPT 5.4 Beats 83% of Professionals + Nvidia's $30B Exit | AI News in 5

Mar 10, 2026
Stripe unveils billing that passes LLM token costs to customers with automatic markups and gateway integrations. Nvidia’s huge investment signals a shift toward public-market funding for big AI labs. GPT 5.4 gains native computer use, a one million token context window, and top-tier benchmark performance. OpenAI faces scrutiny after failing to alert police about a flagged dangerous user, prompting promised safety reforms.
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ADVICE

Pass Token Costs Through To Preserve Margins

  • Do pass model token costs through to end customers to protect margins when running agentic workflows.
  • Stripe's preview lets you apply a consistent markup (example: 30%) and track token usage across providers in real time.
INSIGHT

Public Markets Replace Mega Private AI Funding

  • The era of private mega-checks for AI labs is ending as public markets become the dominant funding route.
  • Nvidia's large investments (e.g., part of a $110B round) may be among the last big private bets as OpenAI and Anthropic prepare IPOs.
INSIGHT

GPT 5.4 Turns AI From Assistants Into Executors

  • GPT 5.4 shifts AI from assistance to execution by natively using a user's computer and supporting up to a 1 million token context.
  • Benchmarks show GPT 5.4 beat or matched industry professionals in 83% of comparisons and reduced factual errors by 33%.
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