1,710 karma · joined August 17, 2009
https://fullmetalmac.com/cybersecurity/macos-security/xprote...
By the way, your municipality may have drawn interest by excusing the builder/owner from most property taxes, too, so it won't support your schools and essential services.
• Parameter efficiency. 1.4B and 2.6B parameter looping Ouro models match 4B and 8B transformers on most benchmarks.
• Adaptive computation. Looping is trained in a novel way to avoid exiting too early or too late.
• Reasons to use looping. Looping does not increase raw knowledge storage (approximately 2 bits per parameter for looped and non-looped models) but dramatically enhances knowledge manipulation capabilities.
• Improved safety and adherence. They find that safety and alignment of CoT to final output improves as recurrent steps increase.
"According to the report, adjusted operating income excludes stock-based compensation, which is not unusual for technology companies. However, the report also quotes its gross margins - above 80% - exclude revenue shared with distribution partners, as well as the cost of training its models."
From https://www.morningstar.com/news/marketwatch/2026091414/the-...
"More improper redaction shows that the data center using the most water annually is Fireball Group LLC, the Google Data Center in Papillion. Fireball LLC reports 547.88 megagallons for their 2025 Annual Water Consumption."