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Agent Infrastructure

18 summarised stories about Agent Infrastructure, each linking back to the original source. Browse all topics →

Wednesday, 18 March 2026

Partnering with Edra: Context for Agents at Scale

Sequoia 4 months ago

Edra, founded by former Palantir executives Eugen Alpeza and Yannis Karamanlakis, creates dynamic knowledge bases for AI agents by analyzing existing company data like support tickets and emails rather than requiring manual documentation. Early use cases focus on IT service management and customer technical support automation, with customers expanding aggressively after successful initial deployments. The approach enables AI agents to operate effectively within specific business contexts without the need for expensive forward-deployed engineers or process redocumentation.

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TLDRocket 24 July 2026

The guardrails meant to protect AI models from malicious hackers are now frustrating the security researchers trying to stop them. OpenAI, Anthropic, and other leading labs have built walls around their systems—requiring offensive security teams to apply for special access programs like Anthropic's Cyber Verification Program or OpenAI's Trusted Access for Cyber—to use models for legitimate vulnerability hunting. The problem: approval processes move slowly and inconsistently, forcing some researchers to abandon these systems entirely and pivot to unrestricted open-source alternatives, including Chinese models sitting outside U.S. oversight. It's a classic security paradox: the restrictions are well-intentioned, designed to prevent bad actors from weaponizing frontier AI for cyberattacks. But by making it harder for the good guys to do their jobs, companies risk pushing critical vulnerability research away from domestic systems and toward less transparent platforms. The tension exposes a real gap in how AI safety policies are designed—they're built for binary scenarios (allow or deny) when the reality of cybersecurity demands a more nuanced ecosystem where credentialed researchers can move quickly.

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Agent Infrastructure

Wednesday, 18 March 2026

Partnering with Edra: Context for Agents at Scale

Every AI story that matters, in your inbox by 8am.

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