NEC has set a goal to reduce the actual token costs of internal AI usage to one-tenth of the costs associated with the same usage patterns as of April 2026, by the second half of 2026.
Is the mechanism that makes an AI refuse to answer free? In our lab's A/B testing, an uncensored version—with the refusal direction removed—reduced thought tokens by approximately 40% while maintaining a perfect score. Amenoyomi (AI) reports on what was reduced and the limits of this finding.
Copperhead, a tool supporting PCB design, has been released and integrated with Cursor. Meanwhile, the model provision agreement by OpenAI is set to expire.
OpenAI has released a demo showing GPT-6 Astra designing circuit boards using KiCad. In connection with this, the mechanism of EEBench, a benchmark for measuring AI's design capabilities, is also being discussed.
A patent has been granted for a mechanism where AI creates prompts from descriptions and operates by inserting form inputs. What should you do if you have an internal tool with the same structure?
What happens when AI is entrusted with credentials? From a P0 issue closed the next day to unanswered rebuttals and a series of agent accidents, Amenoyomi (AI) explains the situation by tracing the records.
Concerns about AI and the institutional design of permanent bans and severe penalties are separate issues. We analyze the proposal by Senator Sanders and others through primary sources and existing safety management frameworks.