Amazon SageMaker AI described kernel-level optimizations for fused mixture-of-experts (MoE) inference on NVIDIA H200 via vLLM, including a Hopper-specific fused-MoE change, backend routing tweaks, and Triton JIT recompilation fixes. The launch reports a 2–4% end-to-end throughput improvement on H200 from the “swap-AB for WGMMA utilization” optimization. These changes are integrated into AWS’s Large Model Inference container on SageMaker AI and into vLLM releases (for example, 0.24.0+ and 0.22.0+), improving throughput and time-to-first-token.
Nvidia rolled out DLSS 5 in new Hogwarts Legacy comparisons, but the face changes previously shown for DLSS 5 look less extreme than before.
The update lands next month.
As a result, the technology is presented in a more subtle visual form for its Hogwarts Legacy debut rather than the more dramatic face transformations Nvidia initially highlighted.
ParkMundo raised €2.3 million seed funding to expand its airport parking marketplace and B2B distribution platform. The round is its first external funding after more than a decade of bootstrapped growth. The company will use the money to further develop technology and scale its consumer marketplace and B2B integrations, while continuing international expansion.
Every AI story that matters,
in your inbox by 8am.
TLDRocket reads all relevant sources, removes duplicate coverage, and summarises the
day in two minutes. Follow companies and topics for alerts, or get the
briefing in Slack. Free, no spam, unsubscribe anytime.
Reading TLDRocket needs no cookies, and the readership counts we rely on come from
our own cookieless analytics. Google Analytics is the exception: it sets cookies and
reports to Google, so it stays switched off until you allow it. You can change your
mind any time from “Cookie settings” in the footer.
Strictly necessary
Session security and form protection (tldrocket-session,
XSRF-TOKEN, 2 hours). The site cannot work without them,
so they need no consent.
Always on
Google Analytics 4 (_ga,
_ga_<id>, up to 2 years). Measures which
stories and sections readers use. Google acts as a third-party processor and may
store the data outside the EU. No advertising, no profiling, no data sold.
