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The Atlassian Layoff Tells You More About Enterprise AI Than Any Benchmark

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The Atlassian Layoff Tells You More About Enterprise AI Than Any Benchmark Atlassian cut 1,600 people on March 11. 10% of its global workforce. $225–236 million in restructuring costs, with $169–174M …

◷2026/03/13   @lizecheng   ▤study   ⚑business model selection, Startup, Zecheng Intel

Google AI Overviews Killed 42% of Organic Traffic — But Breaking News Grew 103% (March 2026 Data)

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Google AI Overviews Killed 42% of Organic Traffic — But Breaking News Grew 103% (March 2026 Data) The 42% number is not a projection. It’s measured. Define Media Group tracked 64 publisher websites th…

◷2026/03/13   @lizecheng   ▤study   ⚑Search, SEO, Zecheng Intel

Enterprise AI Isn’t Reducing Workload — It’s Adding to It (And Here’s Why)

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Enterprise AI Isn’t Reducing Workload — It’s Adding to It (And Here’s Why) The productivity promise of enterprise AI just got autopsied. The results are not flattering. ActivTrak analyzed 443 million …

◷2026/03/13   @lizecheng   ▤study   ⚑daily-brief, Deep Analysis, Zecheng Intel

Zecheng Intel Daily | Friday, March 13, 2026

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Quick Overview AI & Builders: ActivTrak’s 443M-hour study across 1,111 organizations finds AI tool adoption at 80% — yet every measured work category increased: emails up 104%, messaging up 145%, focu…

◷2026/03/13   @lizecheng   ▤study   ⚑daily-brief, daily-report, finance, SEO, Zecheng Intel

$553 Billion Already Spent. The AI Infrastructure Land Grab Is Over.

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$553 Billion Already Spent. The AI Infrastructure Land Grab Is Over. Everyone’s been debating whether the AI infrastructure boom is real or hype. Oracle just answered the question — and the answer is …

◷2026/03/12   @lizecheng   ▤study   ⚑business model selection, Startup, Zecheng Intel

You’re #1 on Google. AI Has Never Heard of You.

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You’re #1 on Google. AI Has Never Heard of You. The correlation between Google ranking and AI citation just dropped from 70% to below 20%. Read that again. A year ago, ranking well meant you’d probabl…

◷2026/03/12   @lizecheng   ▤study   ⚑Search, SEO, Zecheng Intel

The Pentagon Just Told Every AI Company: Safety Opinions Are a Business Risk

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The Pentagon Just Told Every AI Company: Safety Opinions Are a Business Risk On March 11, Anthropic filed suit against the Trump administration. The Department of Defense had designated the company a …

◷2026/03/12   @lizecheng   ▤study   ⚑daily-brief, Deep Analysis, Zecheng Intel

Zecheng Daily | Thursday, March 12, 2026

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⚡ 30-Second Brief AI: Anthropic sued the Trump administration, putting a landmark question before a federal court for the first time — can AI companies legally hold safety positions that conflict with…

◷2026/03/12   @lizecheng   ▤study   ⚑daily-brief, daily-report, finance, SEO, Zecheng Intel

The Court Just Killed the AI Agent Shopping Dream. Sort Of.

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The Court Just Killed the AI Agent Shopping Dream. Sort Of. One sentence from a federal judge just landed on every AI product roadmap in Silicon Valley. March 9, 2026. U.S. District Judge Maxine Chesn…

◷2026/03/10   @lizecheng   ▤study   ⚑business model selection, Startup, Zecheng Intel

Google’s AI Content Purge: The Algorithm Finally Learned to Smell Bullsh*t

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Google’s AI Content Purge: The Algorithm Finally Learned to Smell Bullsh*t SEMrush Sensor hit 9.5 out of 10. That’s not a notable update. That’s a seismic event. Most significant algorithm changes lan…

◷2026/03/10   @lizecheng   ▤study   ⚑Search, SEO, Zecheng Intel
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Recent Posts

  • The Atlassian Layoff Tells You More About Enterprise AI Than Any Benchmark
  • Google AI Overviews Killed 42% of Organic Traffic — But Breaking News Grew 103% (March 2026 Data)
  • Enterprise AI Isn’t Reducing Workload — It’s Adding to It (And Here’s Why)
  • Zecheng Intel Daily | Friday, March 13, 2026
  • $553 Billion Already Spent. The AI Infrastructure Land Grab Is Over.

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