From the meLink team
Category: Agentic AI
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AI Work Sampling Shows What Dashboards Miss
AI work sampling helps teams review real completed AI tasks, spot weak signals early, and turn findings into safer operations.
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Qwen 3.8 Omni Flash Joins the Agent Race
Qwen 3.8 Omni Flash leads today’s AI news, while Astra for Law shows why trusted tools, sources and review shape…
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AI Data Classes Keep Small Teams in Control
AI data classes help small teams route information safely, use automation with confidence, and keep people in charge of sensitive…
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MiMo 2.6 Training Dashboard Goes Live
Xiaomi has exposed a live MiMo 2.6 post-training dashboard. The bigger signal is a new standard for observable agent development.
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AI Source Stewardship Starts With a Named Editor
AI source stewardship gives every business assistant a named editor, a review rhythm and a clear way to retire stale…
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Gemini 3.8 Live Keeps Talking While Agents Work
Gemini 3.8 Live keeps conversations moving while tools run. What its background-work model means for reliable AI agents.
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AI Service Catalogs Make Automation Buyable
An AI service catalog gives every AI capability a job, owner and boundary, helping small teams turn experiments into reliable…
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Pion Autonomous Business Agents Go Live
Pion puts autonomous business agents into a live research preview, forcing builders to confront permissions, monitoring and human control.
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AI Business Vocabulary Makes Agents Less Generic
AI business vocabulary gives assistants clear meanings, safer boundaries, and more honest next steps for customers and teams.
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Fable 5.1 Solved a Cipher. Now It Needs a Test
Fable 5.1 reportedly solved a centuries-old cipher. The real lesson for teams is how to make agent investigations reproducible and…