Latest Artificial Intelligence News & Technical Dispatches

Trace agent LLM calls in a background thread with span trees and per-model cost tables, capturing 12k spans per min with zero added latency in tests.

Route open-weight inference across DeepInfra and Together AI with live price checks and cache math, cutting monthly model bills 41% in staging tests.

Compare Claude Opus 5 vs GPT-5.1 Codex on SWE-bench, price per task, and throughput. Codex saves $18.75 per million with 50 tok/s speed. Full math.

Test GPT OSS 20b at $0.02 per million against DeepSeek V3 on coding and MMLU Pro. Open-weight routing cuts task cost by 92%. Full benchmark inside.

See how the MCP Registry tracks 26479 servers at 98.8% alive with 15-minute health checks. Learn what separates live servers from dead ones. Full data.

Benchmark Claude Fable 5.1 vs GPT-6 Astra on latency, throughput, and quality scores. Fable leads 7% faster at 75 tok/s. Full routing guide inside.

Explore the MCP roadmap shift to stateless 2026-07-28 with Tasks extension and server cards. Scale on plain HTTP with 26479 servers. Full impact.

Discover Temporal human-in-the-loop cookbook with signals and durable timers that wait days at zero compute. Replace polling today. Full build inside.

ServiceNow Build Agent: governed MCP tool access with role-based permissions and audit trails across VS Code, Cursor, Windsurf, and Claude Code.

Oracle launches Fusion Agentic Applications: 340 pre-built finance and supply chain agent workflows with 98% invoice automation at $0.18 per invoice.

McKinsey 2026 survey finds 73% of enterprise workflows are agent-augmented, up from 12% in 2024. Production patterns reveal reliability and governance barriers.

Cisco reports 85% of enterprises pilot AI agents but only 5% reach production. Benchmark the trust gap across reliability, observability, and governance.

Compare Orkes Conductor, Temporal, and AWS Step Functions for agent orchestration: latency, cost per 100K state transitions, and which platform breaks first.

Benchmark three agent evaluation methods: heuristic judges score 94% precision but miss 38% of agent failures. Hybrid catches 97% at $0.03 per evaluation.

Cover NVIDIA AIPerf launch: multiprocess inference benchmarking with TTFT, ITL tails, and realistic traffic that ends vanity throughput figures for good.