Underwater Options Cut Real Pay to $7.5M: Xero CEO Pay
Xero disclosed on 14 May that Xero CEO pay in FY26 totalled $28.946 million on an accounting basis, but only…
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Why Use Many Word When Few Word Do Trick: Optimising Claude Code Token Usage
Claude Code token usage does go down if you use fewer words. Just not by much in most real sessions….
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Product Tutorial Videos Now Update Themselves
Product tutorial videos used to be a small production project: record the screen, write the script, clean up the narration,…
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AI Datacenter Spending Hits a Wall in Power Gear
Four companies are on track to spend about $650 billion in capital expenditures in 2026, and the weird part is…
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AI Reproducibility Crisis: Why Claims Fail to Verify
A paper reports a new state-of-the-art result. The repo is public. The figures look clean. The conference is top-tier. In…
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LLM Performance Drop: Hosted Models Feel Worse for 3 Reasons
I tried to answer a simple question: is the current LLM performance drop panic actually a real cross-industry regression, or…
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ARC-AGI-3 Human Baseline Now Means Median Not Outlier
ARC Prize didn’t just tweak a benchmark. The ARC-AGI-3 human baseline now uses a median human run per level instead…
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Claude Code Cache Bug Turned 5 Minutes Into a Tax
Anthropic’s docs and Boris Cherny’s public clarification describe a split world: main-agent requests typically get a 1-hour cache, while sub-agents…
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Live AI Video Generation Needs Latency, State, and Deadlines
A lot of live AI video generation demos look the same from the outside: type a prompt, watch moving pixels…
