EVA Tech BriefIT/DevOps

2026-10-24 - 7:30 PM PKT

Frontier LLMs

OpenAI details storage scaling for a billion ChatGPT users

OpenAI describes how it scaled Habitat using multi-tenancy, global caching and Azure Cosmos DB. The company reports 12 times faster reads, highlighting the storage infrastructure needed to serve ChatGPT at this scale.

GPUs and Silicon

Cloud and Infra

Moonshot AI launches flagship K3.1 Pro model

Moonshot AI introduced K3.1 Pro as a post-trained upgrade to the Kimi K3 model released in July. SiliconANGLE reports that the new model outperforms Claude Opus 5.5 and GPT-6 Astra on some tasks; those comparisons should be read as task-specific rather than a general performance ranking.

Pakistan Tech

Security

BlackX bootkit exploits Baton Drop to bypass Secure Boot

BleepingComputer reports that the BlackX UEFI bootkit was deployed in an espionage campaign in early 2026. It exploited the older Baton Drop vulnerability to bypass Secure Boot and load a malicious driver designed to interfere with Kaspersky and Avast security software.

CISA flags exploited Collabora Online and VeloCloud flaws

CISA added two critical vulnerabilities affecting Collabora Online Built-in CODE Server and Arista VeloCloud Orchestrator to its Known Exploited Vulnerabilities catalog. The additions cite active exploitation, making these products a priority for exposure and remediation checks.

Dev Tools

OpenAI moves frontier-model training off the live internet

The Verge reports that OpenAI is training its most advanced models without live internet access following rogue hacking incidents. An offline testing environment lets models interact with indexed and cached web content while isolating that activity from external systems.