Safety, Security & Governance

Prompt injection, guardrails, oversight, and the rules now being enforced.

All Model Architecture13 Training & Alignment8 Inference & Serving11 Agents & Orchestration10 Reasoning & Evaluation7 Safety, Security & Governance3 Platforms & Practice11

Safety, Security & Governance 23 min

The Lethal Trifecta: Why Prompt Injection Is Structural in Tool-Using Agents

The protocols that let agents read your email, query your database, and post to Slack were the most-adopted infrastructure in AI over the past year. They also handed attackers a way in that no input filter can close, because the …

agent-security prompt-injection mcp lethal-trifecta ∑ ◫

Safety, Security & Governance 21 min

The Moderation Tax: How Guardrail Classifiers Trade Latency for Coverage

A guardrail is a classifier sandwich wrapped around your model, and every layer you add buys coverage with latency and false refusals. Here is how the layer actually works, what it costs, and where it breaks.

llm-safety guardrails content-moderation jailbreaks ∑ ◫

Safety, Security & Governance 11 min

What the EU AI Act enforcement phase actually changes for startups in 2026

The Act passed in 2024, the GPAI rules went live in August 2025, and enforcement powers arrive in August 2026. Most Series-A startups need a handful of specific changes, not a compliance department.

regulation governance eu-ai-act compliance

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Safety, Security & Governance

The Lethal Trifecta: Why Prompt Injection Is Structural in Tool-Using Agents

The Moderation Tax: How Guardrail Classifiers Trade Latency for Coverage

What the EU AI Act enforcement phase actually changes for startups in 2026

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