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At Unleash, Atlassian showed what it takes to move enterprise AI from demo to production

From agent-generated workflows and incident investigation to security, cloud migration and product management, experts at the event discussed the various systems, safeguards and engineering discipline needed to advance enterprise AI beyond demo to dependable use-cases

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Atlassian puts its engineers on an AI budget as the cost of ‘tokenmaxxing’ bites

The software maker cut thousands of jobs in the name of AI. Now it is handing the engineers who remain capped ‘AI wallets,’ a sign the industry’s token spending has become a line item to manage. Atlassian has started giving its engineers a fixed monthly allowance for artificial intelligence, a capped “AI wallet” that warns […]

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Meta lifts the floor on its AI spending as revenue jumps but cash flow collapses

Meta told investors it will spend even more on artificial intelligence this year, narrowing its capital-expenditure forecast for 2026 by lifting the floor rather than the ceiling. The company now expects to spend between $130 billion and $145 billion, up from a prior range that started at $125 billion, roughly double what it laid out […]

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Australia takes Telegram to court over terrorist content it says the app left up

The eSafety regulator has filed civil proceedings seeking up to A$54.6m, alleging Telegram hosted mass-shooting and Islamic State videos and ignored takedown demands. Telegram says it will fight. Australia’s online safety regulator has taken Telegram to court, alleging the messaging app left terrorist and violent extremist videos on its platform after being told to remove […]

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Aligning the model was never going to govern it

Most AI roadmaps rest on a quiet bet: that the labs will eventually ship a model safe and aligned enough to simply trust in production. Better training, better guardrails, one more version, and the thing behaves. Here is the flaw in that bet. Even a perfectly aligned model cannot tell you who used it, on […]

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