https://lensup.ai Sharp angles on AI signals. https://lensup.ai/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/ Too much AI safety communication becomes theater when it isn't tied to measurable uplift. Bio and cyber are the two places where the restrictions might... 2026-07-06 22:55:24 https://lensup.ai/articles/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/ This is for people running or building AI compute infrastructure against a better-funded incumbent — a mid-tier GPU operator or neocloud staring at a... 2026-07-06 22:45:16 https://lensup.ai/articles/the-ai-bottleneck-isn-t-power-it-s-deliverability/ https://lensup.ai/articles/the-ai-bottleneck-isn-t-power-it-s-deliverability/ Here's the short version. Power is not the thing that stops you from building an AI cluster today — chips and advanced packaging usually do that. But power... 2026-07-06 22:27:52 https://lensup.ai/articles/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/ When you read that OpenAI or Anthropic is at some large "ARR" figure, the number is almost always last month's billings multiplied by twelve. That's... 2026-07-06 22:15:20 https://lensup.ai/articles/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/ Once an AI agent is in production, the center of gravity shifts. Most teams start by building — prompts, tools, retrieval — and expect to keep building. A... 2026-07-06 21:55:53 https://lensup.ai/articles/agency-mandate-harness-taste-a-method-not-a-mood/ https://lensup.ai/articles/agency-mandate-harness-taste-a-method-not-a-mood/ When coding gets cheap, the advice "be more ambitious, have more agency" starts showing up everywhere. It's a mood, not a method. Here's the method. The... 2026-07-06 21:43:13 https://lensup.ai/articles/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/ A forward-deployed engineer, or FDE, is an engineer the AI vendor sends into your company to get their agent working against your real data and your real... 2026-07-06 21:31:19 https://lensup.ai/articles/implementation-is-cheap-now-taste-is-the-new-bottleneck/ https://lensup.ai/articles/implementation-is-cheap-now-taste-is-the-new-bottleneck/ The honest one-sentence version Let's start with the version of the claim that survives contact with a real codebase: AI didn't make implementation cheap.... 2026-07-06 21:15:44 https://lensup.ai/articles/why-your-software-engineering-instincts-break-ai-evals/ https://lensup.ai/articles/why-your-software-engineering-instincts-break-ai-evals/ If your AI evals keep failing, the cause is probably not your prompt or your model. It's that you're writing them like a software engineer, and that... 2026-07-06 21:04:23 https://lensup.ai/articles/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/ The short answer Test-driven development is more useful in the age of AI coding agents than it was before. But almost everyone gives the wrong reason. The... 2026-07-06 20:49:31