AWS launched fractional GPU scheduling on ECS with G6f instances on August 7, 2026, letting you buy GPU capacity in eighths instead of whole units. The real constraint isn't compute — it's GPU memory: 3 GB per fraction.

On July 31, 2026, DeepSeek upgraded its V4 Flash model through re-post-training alone, with zero architecture changes. The result: the smaller 13B active parameter model now outperforms the larger V4 Pro on nine coding benchmarks.

CVE-2026-65667 is an unauthenticated privilege escalation in Microsoft Teams, rated CVSS 10.0, published August 6, 2026 outside the Patch Tuesday cycle. The advisory omits the affected component and the patched build — here's what security teams should do while they wait.