Alignment Forum: Anthropic's Responsible Scaling Policy and Long-Term Benefit Trust
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This post covers Anthropic's RSP, one of the first formal industry-level safety commitment frameworks with binding internal protocols; relevant to debates on AI governance, deployment standards, and voluntary corporate safety commitments.
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Summary
Anthropic introduces its Responsible Scaling Policy (RSP), a framework using AI Safety Levels (ASL) modeled after biosafety standards to define escalating safety and security requirements as AI systems become more capable. The policy pairs technical protocols with a governance structure called the Long-Term Benefit Trust to manage catastrophic risks from misuse or autonomous harmful behavior. Current Claude models are classified ASL-2, with higher levels requiring progressively stringent safety demonstrations before deployment.
Key Points
- •AI Safety Levels (ASL-1 through ASL-4+) define escalating safety, security, and operational requirements tied to a model's potential for catastrophic harm.
- •The RSP is explicitly modeled after biosafety level frameworks, applying similar precautionary escalation logic to AI development.
- •Claude models are currently classified ASL-2; advancing to ASL-3 or higher requires demonstrating adequate safety measures and containment.
- •The Long-Term Benefit Trust is a governance mechanism designed to maintain Anthropic's mission focus against commercial or political pressures.
- •The policy addresses both misuse risks (e.g., bioweapons assistance) and autonomous risk (e.g., AI systems acting against human interests).
Cited by 1 page
| Page | Type | Quality |
|---|---|---|
| Anthropic Long-Term Benefit Trust | Organization | 70.0 |
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[Anthropic's Responsible Scaling Policy & Long-Term Benefit Trust](https://www.alignmentforum.org/posts/6tjHf5ykvFqaNCErH/anthropic-s-responsible-scaling-policy-and-long-term-benefit#)
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[AI Governance](https://www.alignmentforum.org/w/ai-governance)[Anthropic (org)](https://www.alignmentforum.org/w/anthropic-org)[Responsible Scaling Policies](https://www.alignmentforum.org/w/responsible-scaling-policies)[AI](https://www.alignmentforum.org/w/ai)
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# [Anthropic's Responsible Scaling Policy & Long-Term BenefitTrust](https://www.alignmentforum.org/posts/6tjHf5ykvFqaNCErH/anthropic-s-responsible-scaling-policy-and-long-term-benefit)
by [Zac Hatfield-Dodds](https://www.alignmentforum.org/users/zac-hatfield-dodds?from=post_header)
19th Sep 2023
[Linkpost for www.anthropic.com](https://www.anthropic.com/index/anthropics-responsible-scaling-policy)
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[26](https://www.alignmentforum.org/posts/6tjHf5ykvFqaNCErH/anthropic-s-responsible-scaling-policy-and-long-term-benefit#comments)
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[Review by\\
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ryan\_greenblatt](https://www.alignmentforum.org/posts/6tjHf5ykvFqaNCErH/anthropic-s-responsible-scaling-policy-and-long-term-benefit#NyqcvZifqznNGKxdT)
_I'm delighted that Anthropic has formally committed to [our responsible scaling policy](https://www-files.anthropic.com/production/files/responsible-scaling-policy-1.0.pdf)._
_We're also sharing more detail about the [Long-Term Benefit Trust](https://www.anthropic.com/index/the-long-term-benefit-trust), which is our attempt to fine-tune our corporate governance to address the unique challenges and long-term opportunities of transformative AI._
* * *
Today, we’re [publishing our Responsible Scaling Policy (RSP)](https://www-files.anthropic.com/production/files/responsible-scaling-policy-1.0.pdf) – a series of technical and organizational protocols that we’re adopting to help us manage the risks of developing increasingly capable AI systems.
As AI models become more capable, we believe that they will create major economic and social value, but will also present increasingly severe risks. Our RSP focuses on catastrophic risks – those where an AI model directly causes large scale devastation. Such risks can come from deliberate misuse of models (for example use by terrorists or state actors to create bioweapons) or from models that cause destruction by acting autonomously in ways contrary to the intent of their designers.

Our RSP defines a framework called AI Safety Levels (ASL) for addressing catastrophic risks, modeled loosely after the US government’s biosafety level (BSL) standards for handling of dangerous biological materials. The basic idea is to require safety, security, and operational standards appropriate to a model’s potential for catastrophic risk, with higher ASL levels requiring increa
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