# LensUp.ai

Sharp angles on AI signals.

## Site Map
- [Home](https://lensup.ai/)
- [Articles](https://lensup.ai/articles/)
- [Topics](https://lensup.ai/topics/)
- [Sources](https://lensup.ai/sources/)
- [Radar](https://lensup.ai/radar/)

## Coverage Areas
- [Model behavior and safety](https://lensup.ai/topics/model-behavior-and-safety/)
- [AI infrastructure](https://lensup.ai/topics/ai-infrastructure/)
- [Agent-native work](https://lensup.ai/topics/agent-native-work/)
- [AI business signals](https://lensup.ai/topics/ai-business-signals/)
- [Evaluation and engineering taste](https://lensup.ai/topics/evaluation-and-engineering-taste/)

## Articles
- [Should AI Models Be Restricted in Bio and Cyber? The Real Debate](https://lensup.ai/articles/should-ai-models-be-restricted-in-bio-and-cyber-the-real-debate/)
- [The Six-Month Rule: Why Capital Can't Save a Compute Company Fast](https://lensup.ai/articles/the-six-month-rule-why-capital-can-t-save-a-compute-company-fast/)
- [The AI Bottleneck Isn't Power. It's Deliverability.](https://lensup.ai/articles/the-ai-bottleneck-isn-t-power-it-s-deliverability/)
- [How to Read OpenAI and Anthropic's ARR (Without Getting Fooled)](https://lensup.ai/articles/how-to-read-openai-and-anthropic-s-arr-without-getting-fooled/)
- [Analysis Leads, Building Never Stops: The Post-Launch Loop for AI Agents](https://lensup.ai/articles/analysis-leads-building-never-stops-the-post-launch-loop-for-ai-agents/)
- [Agency = Mandate × Harness × Taste: A Method, Not a Mood](https://lensup.ai/articles/agency-mandate-harness-taste-a-method-not-a-mood/)
- [What Is a Forward-Deployed Engineer? The Enterprise AI Delivery Model, Explained](https://lensup.ai/articles/what-is-a-forward-deployed-engineer-the-enterprise-ai-delivery-model-explained/)
- [Implementation Is Cheap Now — Taste Is the New Bottleneck](https://lensup.ai/articles/implementation-is-cheap-now-taste-is-the-new-bottleneck/)
- [Why Your Software Engineering Instincts Break AI Evals](https://lensup.ai/articles/why-your-software-engineering-instincts-break-ai-evals/)
- [Does TDD Still Matter With AI Coding Agents? Yes — But Not How You Think](https://lensup.ai/articles/does-tdd-still-matter-with-ai-coding-agents-yes-but-not-how-you-think/)

## Topic Pages