FEATURED
06:32 UTC
Anthropic pulls Mythos 5 and Fable 5 under U.S. order; build failover now
policy legal enterprise
high
Treat frontier LLMs as interruptible dependencies—build multi-provider failover and region-aware routing now.
swe-bench-pro
06:32 UTC
Coding LLMs: leaderboard winners vs cost-per-fix reality
trend pattern
high
Optimize for cost per resolved issue, not leaderboard rank—use cascades and routing to keep premium models as the exception.
model-context-protocol-mcp
06:33 UTC
Agent loops are landing in prod; verification and auditable AI code proofs need to move into CI
trend pattern
high
Treat agents like untrusted distributed systems: lock down permissions, add compensations, and ship machine-verifiable proofs with every change.
pinterest
06:34 UTC
RAG grows up: rerankers, domain encoders, and LocalAI’s new router
trend pattern
high
Don’t rely on vector search alone—add reranking, domain encoders, and query routing, and use LocalAI’s new router to run it efficiently on-prem.