We curate practical AI news, development, and how-to content with an emphasis on implementation and verification rather than short summaries.
Read our policies and contact channels on the About, Privacy, Terms, and Contact pages.
OpenAI has awarded $7.5 million for independent AI alignment research. We present an implementation frame from the perspective of researchers, policy teams, and corporate practice to see whether the limitations of corporate-led safety discourse can be complemented.
Rather than simply framing Amazon's $12 billion data center investment in Louisiana as good news/bad news, we interpret Amazon's announcement from the perspective of power, cooling, regional licensing, and ROI. We have even compiled an implementation checklist that is necessary for domestic companies to apply the same flow.
To prevent LLM service failures and cost explosions, tracking, metrics, and logs must be designed all at once. We have summarized the practical procedures for creating an LLM observability system that can be operated within two weeks based on OpenTelemetry.
The success or failure of introducing AI agents in regulated industries is determined by the operation and audit system rather than model performance. We compare Anthropic+Infosys, IBM MQ AI Agents, and Salesforce Spring ’26 on the same basis and present a 4-week pilot implementation plan.
The OpenAI lawsuit by the three terrestrial broadcasters is a signal to both domestic newsrooms and AI teams to redesign their contracts, data governance, and risk control systems. Legal issues and implementation checklists have been organized from a practical perspective.
The real bottleneck for mobile development teams in February 2026 is release synchronization rather than feature development. We present a two-week execution plan based on Android 17 Beta, iOS 26.4 beta, and VS Code AI Toolkit 0.30.0.
Based on Deloitte's 2026 AI Enterprise Insights, we have compiled a practical guide to establishing data analysis automation in an operational form within 4 weeks.
Samsung Electronics announced that the Galaxy S26 will be equipped with Perplexity voice agent as standard. We analyze from an implementation perspective what changes the Bixby-Perplexity parallel strategy will bring to the user experience and mobile AI ecosystem.
A control-first guide to turning wind forecasts into scheduling decisions: issue-time snapshots, uncertainty bands, availability labels, review rules, and safe fallback.