locsic.com
Locsic.com is my independent research and writing space for AI infrastructure, agent systems, and the future of software. I turn technical signals and real problems into product judgment, hands-on experiments, and long-form analysis, keeping the evidence and trade-offs visible.
Selected essay
A panorama of OCP Global Summit 2026: the system boundary expands from chips to facilities and the grid, while openness diverges across racks, networking, power, liquid cooling, memory, and security. Ten chapters unpack the maturity boundaries of public signals; an appendix summarizes key items and their limits.
Tesla has put tire load, electric power, underbody suction and short-duration gas thrust into one vehicle-motion control problem.
This analysis checks the physics and engineering costs of fan suction, cold-gas thrusters and active aero across four evidence tiers, with a verification checklist from prototype to product.
Plan agent execution and model inference capacity separately
From switch-chip adaptation to endpoint co-design and platform management
Not every hot topic deserves attention. I track the technology, company, product, and trend signals that may change judgment, writing, or product direction.
Tracking AI infrastructure from chips to complete systems: supernodes, Rubin rack BOMs, UnifiedBus and AI networking, CPO optical interconnect, memory, power, cooling, and deployment economics.
Tracking AI coding, code-world modeling, developer tools, tests, collaboration, and delivery as software work moves toward contextual, verifiable, memory-bearing operating surfaces.
Tracking ResearchStudio, Loop Engineering, agent infrastructure, skills, memory, permissions, review, and rollback as AI moves from capability demos into durable research and operating workflows.
A structured map for connecting sources, claims, notes, and long-form essays so trend observations remain traceable.
A site-operations console for assigning work to agents, reviewing drafts, and publishing updates with clear approval boundaries.
I do not chase every trend. I judge which changes will actually reshape resource allocation. I do not rush into solutions. I first make sure the problem is worth solving. I do not make ideas louder. I make real value visible.
Find the changes worth taking seriously in technology shifts, industry developments and weak signals.
Turn judgment into tools, interfaces and experiments that can be examined, tested and improved.
Use long-form writing to preserve assumptions, trade-offs and evolving views, with context worth returning to.
Define the problem before accelerating resources.
Identify what truly matters before committing resources.
Do not rush to answers before the problem is proven.
Customers do not buy features. They decide whether it matters to them.
The right narrative helps teams and customers see the same direction.
Learn fast, make trade-offs, and move toward action.
