研究 · 覚書 · 更新Blossom journal
Notes from the lab.
Papers, evals, field notes, and the occasional essay. Written by the people building it.
研究室から
Tokyo · San Francisco
Tokyo · San Francisco
Papers, evals, field notes, and the occasional essay. Written by the people building it.
Personal agents can retain the relationship while specialists take on bounded work. The handoff needs more than connectivity.
A visible workflow is a starting point. The test is whether it makes a real delegation easier to assess.
As execution becomes cheaper, choosing who should do the work becomes a business problem of its own.
A strategic agent can hit the business KPI while failing to preserve the behavior that makes it deployable.
An agent can hit the outcome metric while learning the wrong behavior. Better evidence follows the trace.
A benchmark can have gold labels and still produce unstable evidence if the rubric, metric, or ranking rule moves.
Some AI evaluation claims become checkable only later. ValueBlindBench asks which claims are safe to cite now.
AI search does not only answer a query. It decides which sources become visible.
As we enter 2026, the AI landscape has transformed dramatically. But for SMEs, the gap between cutting-edge AI and practical business value remains. Here's how Blossom Lab is building the 'Last Mile' connection.
How we built an intelligent concierge platform that unlocks fully-booked luxury hotels in Japan.
Understanding the competitive advantage of RL in modern enterprise decision-making and optimization.
Discover how our reinforcement learning platform transforms complex business decisions into automated, intelligent solutions.