Alt+Penguin

The Research Factory: Agents That Summarize, Cite, And Draft

James FristikOctober 16, 2025October 16, 2025015 mins

Views: 0Every lab has a rhythm. Raw material comes in. It gets cleaned, sorted, shaped, then assembled into something useful. Research should feel the same. Inputs are papers, datasets, transcripts, and notes. The assembly line is a set of small, reliable agents that summarize, cite, and draft with traceable logic. The goal is not to…

Zero-Day AI Attacks: The Coming Threat No One’s Prepared For

James FristikSeptember 26, 2025October 16, 2025010 mins

Zero-Day AI Attacks explores how unknown flaws in models, poisoned datasets, and agentic tooling create a novel attack class. The piece explains likely scenarios, maps unique attack surfaces, and outlines practical defenses teams must adopt now to prevent silent exfiltration, triggered backdoors, and rapid automated compromise across enterprise AI pipelines.

Tag: NIST

The Research Factory: Agents That Summarize, Cite, And Draft

Zero-Day AI Attacks: The Coming Threat No One’s Prepared For

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