GNgentic newsingentic-news.hashnode.dev·May 12 · 3 min readAnthropic Launches Claude Platform on AWS — AWS Billing, IAM, CloudTrailAnthropic 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...00
GNgentic newsingentic-news.hashnode.dev·May 11 · 3 min readSpec Kit + Claude Code: Spec-First Dev Hits 90% First-Pass AcceptanceSpec 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...00
GNgentic newsingentic-news.hashnode.dev·May 11 · 3 min readSAEs Predict Agent Tool Failures Before Execution, Paper ShowsSAE-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...00
GNgentic newsingentic-news.hashnode.dev·May 11 · 3 min readTwo-Tower vs Vector DB + LLM: Which Wins for RecSys at Scale?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...00
GNgentic newsingentic-news.hashnode.dev·May 11 · 4 min readSimple Graph Heuristic Beats Generative Recommenders on 10 of 14 BenchmarksA 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,...00