DEEPSIGHT RESEARCH / EVIDENCE BEFORE ELOQUENCE

Research the system, not just the output.

DeepSight publishes notes on the infrastructure behind reliable AI-assisted research: evidence, verification, feedback, persistent context, and human accountability.

FEATURED JUDGMENTS

Start with the failure modes that matter.

Research systems2026-07-28

Why stronger models still do not equal reliable investment research

Model capability will keep improving. Open-world facts, source quality, inconsistent definitions, and professional responsibility will not disappear with it.

Research systems2026-07-28

Why coding agents moved first—and financial research agents are harder

Software offers machine-readable state, fast tests, isolated environments, and inexpensive rollback. Financial research has slower truth and heavier responsibility.

AI RESEARCH SYSTEMS

What reliable research requires beyond a stronger model.

Translating model capability, agent environments, and professional responsibility into concrete product questions.

Research systems2026-07-28

Why stronger models still do not equal reliable investment research

Model capability will keep improving. Open-world facts, source quality, inconsistent definitions, and professional responsibility will not disappear with it.

Research systems2026-07-28

Why coding agents moved first—and financial research agents are harder

Software offers machine-readable state, fast tests, isolated environments, and inexpensive rollback. Financial research has slower truth and heavier responsibility.

Research systems2026-07-28

The scarce resource for research agents is reliable feedback

Candidate text and synthetic data can expand quickly. The scarce part is defining quality, finding long-tail failures, and connecting corrections to real research work.

Research systems2026-07-28

Why long-horizon investment research cannot remain a conversation

Long context and memory can reduce forgetting. They do not replace project state, evidence versions, error attribution, permissions, and human review.