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GPT-6 Sol: Architectural Specs, Caching, and Trade-offs
OpenAI introduces GPT-6 Sol and Luna for everyday work. Here is an analysis of prompt caching, cost trade-offs, and engineering specifications.
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Why Transparent Huge Pages on a VPS Degrade Memory Latency
Learn how two-dimensional page walks, EPT translation misses, and khugepaged compaction degrade Transparent Huge Pages on a VPS during random memory access.
OpenAI Launches GPT-6 Sol: Engineering Specs and Astra Lineage
OpenAI has launched GPT-6 Sol alongside Luna, building on the Astra architecture. Here is an analysis of available technical details and open questions.
How Linux eBPF Rootkits Evade Detection in Production
Learn how Linux eBPF rootkits use bpf_probe_write_user, modify syscall buffers, hook tracepoints, and bypass runtime security agents like Falco and Tetragon.
How NVMe Host Memory Buffer Works in Client DRAM-Less SSDs
Learn how the NVMe Host Memory Buffer mechanism allocates host DRAM via PCIe DMA to accelerate Flash Translation Layer lookups without on-drive memory chips.
How Wi-Fi 7 Multi-Link Operation Works in Client Devices
Discover how Wi-Fi 7 Multi-Link Operation aggregates 5 GHz and 6 GHz bands, handles STR versus NSTR modes, and eliminates client packet latency spikes.
Gemini 3.8 Live Launched: Real-Time Voice and Reasoning
Google DeepMind has launched Gemini 3.8 Live and 3.8 Live Extended Thinking, introducing real-time dialogue, visual grounding, and parallel reasoning.
io_uring vs pread: How Batched NVMe I/O Actually Scales
Learn how io_uring outperforms serial pread for random 4 KiB reads via submission queue batching, O_DIRECT asynchronous dispatch, and kernel ring buffers.
GPT-6 Astra Architecture, Pricing, and Benchmark Specs
OpenAI announces GPT-6 Astra, featuring high security benchmark scores, $10/million input pricing, and deep autonomous coding capabilities.
Gemini 3.8 Flash: Specs, Benchmarks, and Agentic Upgrades
Google DeepMind releases Gemini 3.8 Flash and Flash Cyber, introducing recursive agentic training, 54.9% on HLE-Verified, and $0.75/$3.75 pricing.