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Restructuring (Tables)
12 Months Ended
Dec. 31, 2022
Restructuring and Related Activities [Abstract]  
Restructuring and Related Costs
A summary of our restructuring charges for the year ended December 31, 2022 by major activity type is as follows (in millions):
Facilities Consolidation (1)
Severance and Other Personnel CostsData Center AssetsTotal
Cost of revenue$154 $— $1,341 $1,495 
Research and development1,311 408 — 1,719 
Marketing and sales404 234 — 638 
General and administrative426 333 — 759 
Total $2,295 $975 $1,341 $4,611 
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(1)Facilities consolidation includes impairment charges and accelerated expenses related to certain operating lease ROU assets and leasehold improvements.
The following table is a summary of the changes in the severance and other personnel liabilities, included within accrued expenses and other current liabilities on the consolidated balance sheets, related to the workforce reduction (in millions):
Balance as of January 1, 2022$— 
Severance and other personnel costs975 
Cash payments during the period(203)
Balance as of December 31, 2022 (1)
$772 
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(1)We expect the remaining severance and termination related liabilities to be substantially paid out in cash during the first half of 2023.