SANS
GERARD
Spoken 219 times in 44 countries
x10
7
10
7
10
10:10
9:15
Messi
Ronaldo
Lisbon
Distribution Drift
Original Prompt
New Prompt
Complexity
Features
Complexity
Features
Python Sandbox
Google Search
Function
Calling
Agent workflow
30 Natural Voices
+24 Languages
2-15min
Video
Attachments
Code Execution
Function Calling
Web Search
Real Time
Native Audio
200-600 ms
30 Voices
Interactive
Half-Cascade
500-800 ms
8 Voices
On Demand
Text-To-Speech
few seconds
30 Voices
32.7% of agent PRs merge within 30 days.
84.4% for people.
LinearB, 2026 Software Engineering Benchmarks (8.1M pull requests)
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