Octocore Insights
Strategic Autonomy Analysis
Source-of-truth articles for responsible autonomy, defense aviation, runtime assurance, and sector strategy.
AI Agents Are Privileged Software, Not Digital Employees
Practical governance for organizations that want agentic AI productivity without surrendering authority, evidence, or operational control.
OpenAI Jalapeño: A Real Inference Breakthrough Wrapped in Benchmark Theater
What OpenAI's custom Jalapeño inference chip appears to achieve, why the viral 104.3x claim is misleading, and what the project actually means for NVIDIA and CUDA.
When the Subsidy Ends: Open Models, Local Inference, and the Rebalancing of AI Compute
Why capable open-weight models, local inference hardware, and changing cloud economics are creating a durable alternative to API-only AI—and why China may be unusually well positioned for the transition.
From Suspected Cooling Failure to a Hidden 30 W MMIO Power Clamp
A controlled Linux investigation of a ThinkPad P15v Gen 2i that appeared to overheat under sustained CPU load, ultimately tracing the behavior to a dynamically programmed 30 W MMIO package power limit.
The ELO Roadmap: From Agent Sessions to a Governed Work System
A candid view of what the Engagement Lifecycle Orchestrator can do today, why durable agentic work matters, and how Octocore plans to make AI work continuous, observable, governable, and transferable.
Mulan SQM/QoS Evaluation
A field study of WAN SQM, per-radio SQM, and flow offload on Mulan, Octocore's OpenWrt One residential edge router.
OAS Guidance: Vehicle Motion Controller Terminology
Official Octocore guidance for naming autopilot-capable vehicle control hardware across aircraft, ground vehicles, surface vessels, and underwater vehicles.
Governed Autonomy Is the Real Product
Why Octocore treats responsible autonomy, auditability, and runtime assurance as first-order system requirements rather than compliance language.