EVA Tech BriefIT/DevOps

2026-07-10 - 7:30 PM PKT

Frontier LLMs

OpenAI rolls out GPT-5.6 model family

OpenAI's GPT-5.6 launch is being tracked as a major model release, with Sol, Terra and Luna tiers and broader ChatGPT product changes around Codex and voice. The main signal for teams is that frontier-model capability is moving together with workflow automation, so rollout quality and model selection will matter as much as raw benchmarks.

GPUs and Silicon

Rapidus plans lower 2nm wafer pricing than TSMC

Rapidus disclosed that it aims to price 2nm-class wafers around $20,000 when production launches in 2027. If it executes, that could create a second advanced-node option for chip designers trying to manage AI and high-performance silicon costs.

New HBM designs target AI memory's heat wall

Researchers in Korea and Japan proposed sideways-stacked DRAM approaches meant to improve cooling, density and bandwidth beyond conventional HBM layouts. The work points at a practical bottleneck for future accelerators: memory thermals are becoming as important as compute throughput.

Cloud and Infra

VAST Data pushes KV-cache storage for AI clouds

VAST Data is positioning cache storage as a core layer for AI infrastructure as inference volumes scale. The focus is on keeping model context and intermediate state available across disaggregated compute, which matters for cost and latency in large AI clusters.

DDN frames AI data infrastructure as key to GPU efficiency

DDN argues that AI factories increasingly succeed or stall based on how well their data layer feeds expensive accelerators. For platform teams, the message is that storage, caching and data movement are now first-order GPU-utilization problems.

Pakistan Tech

Pakistan law enforcement targeted in cyber espionage report

A cybersecurity report says China- and India-linked threat groups targeted Pakistani law enforcement networks. The story is relevant for local IT teams because it points to state-linked activity against sensitive public-sector systems rather than generic crimeware.

Islamabad approves framework for virtual schools

PERA approved a regulatory framework for registering and monitoring virtual schools in Islamabad through higher secondary level. This gives online education providers a clearer operating path, with compliance and oversight now becoming part of the digital-school stack.

Security

GigaWiper bundles wiper, fake ransomware and spyware behavior

Microsoft analyzed a destructive Windows backdoor called GigaWiper that combines multiple older sabotage tools into operator-selectable commands. The risk is broader than ransom pressure: the same intrusion can wipe disks, overwrite Windows drives or scramble files without recoverable keys.

npm 12 disables install scripts by default

GitHub announced npm 12 with package install scripts turned off by default and older granular access-token behavior being deprecated. The change is a direct supply-chain hardening move, reducing the chance that dependency installation silently runs attacker-controlled code.

Dev Tools

New York Times seeks sanctions in OpenAI copyright case

News publishers allege that OpenAI hid tools and datasets that could identify copyrighted journalism in ChatGPT outputs. For AI product teams, the dispute keeps data provenance, output tracing and discovery controls in the center of legal and engineering risk.

EU threatens Meta over addictive product mechanics

The European Commission says Meta breached the Digital Services Act through features such as infinite scroll, autoplay, push notifications and highly personalized recommendations. The case shows that common engagement mechanics are moving into formal platform-risk and compliance reviews.