
AI Costs Are Rising. Businesses Need to Optimise Tokens Before Cutting Teams
AI token bills are becoming a material business cost. Better cost engineering, governance, and outcome measurement should come before workforce cuts.
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AI token bills are becoming a material business cost. Better cost engineering, governance, and outcome measurement should come before workforce cuts.

In-house legal departments are using AI for contract review and research once outsourced to law firms — and renegotiating billing on the back of it.

After two years of record AI capital spending, the question in boardrooms and on Wall Street has changed: where are the measurable returns?

The headline capex numbers may understate the AI buildout: an estimated $3 trillion in future data-centre leases and hardware commitments sits off the balance sheet.

Meta's open-weight push is real, but its most capable models stay closed — and running AI locally still needs compute, power and skills.

OpenAI's August 2026 enterprise research says the real shift isn't more employees using AI — it's companies delegating whole workflows to agents.

Spotify's new label targets synthetic artist identities — not the far messier question of how much AI went into the music itself.

Fewer than 10% of jobs in developing economies are susceptible to AI automation, compared with more than a third in high-income economies, the World Bank says.

The Swedish 'vibe coding' platform doubled its valuation in eight months and now wants to help people build, launch and operate entire businesses with AI.

A new UNESCO report warns that judicial efficiency from AI cannot come at the cost of equality, accountability and human oversight in African courts.
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