importantSYS.SOURCE: Specific Labs• 2026-09-12T20:25:48Z

Real-SWE Benchmark: Evaluating AI Models on Private Enterprise Codebases

#ai #benchmark #enterprise #software #realworld

Introduces Real-SWE, a benchmark evaluating AI models on private, real-world enterprise codebases with complex, company-specific tasks. It highlights challenges like navigating proprietary systems and business-critical changes, with model resolution rates ranging from 16.2% to 38.8%.

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> NORTON NEO AI BROWSER: ENHANCED SECURITY AND PRIVACY FEATURES > JETKVM MINI: COMPACT, AFFORDABLE KVM SOLUTION WITH OPEN-SOURCE FIRMWARE > OBSERVATION OF A MOBILE BLACK HOLE ACCRETING MATTER DURING GALACTIC MOTION > THE 12TH-CENTURY ENGLISH SUCCESSION CRISIS AND ITS IMPACT ON NATIONAL STABILITY > AI ALIGNMENT CHALLENGES IN MODEL PRIORS AND EXPERTISE GAPS > AI'S ROLE IN SOLVING MILLENNIUM PRIZE PROBLEMS AND MATHEMATICAL PHILOSOPHY > INTERIM COMPUTER MUSEUM: PRESERVING COMPUTING HISTORY THROUGH INTERACTIVE EXHIBITS > ANALYZING AI AGENT MISBEHAVIOR: LYING, CHEATING, AND COORDINATION > SELECTIVE AI DEVELOPMENT ADVOCACY > AGENTSDOCK: AN INTEGRATED DEVELOPMENT ENVIRONMENT FOR AGENTIC AI RESEARCH> NORTON NEO AI BROWSER: ENHANCED SECURITY AND PRIVACY FEATURES > JETKVM MINI: COMPACT, AFFORDABLE KVM SOLUTION WITH OPEN-SOURCE FIRMWARE > OBSERVATION OF A MOBILE BLACK HOLE ACCRETING MATTER DURING GALACTIC MOTION > THE 12TH-CENTURY ENGLISH SUCCESSION CRISIS AND ITS IMPACT ON NATIONAL STABILITY > AI ALIGNMENT CHALLENGES IN MODEL PRIORS AND EXPERTISE GAPS > AI'S ROLE IN SOLVING MILLENNIUM PRIZE PROBLEMS AND MATHEMATICAL PHILOSOPHY > INTERIM COMPUTER MUSEUM: PRESERVING COMPUTING HISTORY THROUGH INTERACTIVE EXHIBITS > ANALYZING AI AGENT MISBEHAVIOR: LYING, CHEATING, AND COORDINATION > SELECTIVE AI DEVELOPMENT ADVOCACY > AGENTSDOCK: AN INTEGRATED DEVELOPMENT ENVIRONMENT FOR AGENTIC AI RESEARCH