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May 12 · 3 min read · Anthropic launched Claude Platform on AWS, a native API with AWS billing, IAM, and CloudTrail. Same models and pricing as direct API; data stays at Anthropic, not AWS. Anthropic made Claude Platform on AWS generally available today. The product lets...
Join discussionMay 11 · 3 min read · Spec Kit generates tests from plain-English specs, then Claude Code iterates until they pass, claiming 90% first-pass acceptance. (148 chars) Spec Kit generates test suites from plain-English specifications, then Claude Code iterates code until test...
Join discussionMay 11 · 3 min read · SAE-based probes predict agent tool failures before execution, tested on GPT-OSS and Gemma 3. Adds internal observability missing from current external methods. Hariom Tatsat and Ariye Shater introduced SAE-based probes that predict agent tool failu...
Join discussionMay 11 · 3 min read · Two-tower models offer sub-10ms latency for cold-start; vector DB + LLM provides richer semantics. Hybrid architectures reduce churn by 15-20%. Two-tower models and vector DB + LLM architectures represent competing paradigms for personalized recomme...
Join discussionMay 11 · 4 min read · A no-training graph heuristic beats generative recommenders on 10 of 14 benchmarks, exposing shortcut-solvable datasets. Relative NDCG@10 gains hit 44% on Amazon CDs. A no-training graph heuristic beat generative recommenders on 10 of 14 benchmarks,...
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