Some for-profit AI alignment org ideas

web

2023·LessWrong·lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-...

Author

Eric Ho

Credibility Rating

3/5

Good(3)

Good quality. Reputable source with community review or editorial standards, but less rigorous than peer-reviewed venues.

Rating inherited from publication venue: LessWrong

A practitioner-perspective blog post exploring how commercial incentives and for-profit structures could be harnessed to fund and scale AI alignment work, useful for those interested in the institutional and funding landscape of AI safety.

Forum Post Details

Karma

Comments

Forum

lesswrong

Forum Tags

AgencyAI Alignment FieldbuildingAI

Metadata

Importance: 32/100blog postcommentary

Summary

Eric Ho, former co-founder of RippleMatch, proposes several for-profit business models aimed at advancing AI alignment and safety. He argues that for-profit structures can leverage VC funding to scale faster than nonprofits and attract different talent pools, while addressing both near-term and long-term AI risks. The post outlines specific business ideas spanning robustness, interpretability, and AI governance.

Key Points

•For-profit AI safety orgs can access VC funding and scale faster than nonprofits, while attracting entrepreneurial talent not drawn to nonprofit work.
•Proposed business areas include adversarial robustness tools, interpretability services, and AI risk/compliance consulting for enterprises.
•Author predicts risk and compliance spending will grow substantially as a share of overall AI revenue over the coming decade, creating viable markets.
•For-profit alignment work can complement nonprofit efforts by addressing near-term safety concerns that generate revenue while building toward long-term safety goals.
•The post reflects a broader conversation about diversifying the institutional landscape of AI safety beyond academia and nonprofits.

Cited by 1 page

Page	Type	Quality
Lionheart Ventures	Organization	50.0

Cached Content Preview

HTTP 200Fetched Mar 20, 202658 KB

[Some for-profit AI alignment org ideas](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#)

10 min read

•

[Summary](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Summary)

•

[Context](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Context)

•

[Why I believe for-profit alignment orgs are valuable](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Why_I_believe_for_profit_alignment_orgs_are_valuable)

•

[Robustness approaches](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Robustness_approaches)

•

[Testing / benchmarking software](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Testing___benchmarking_software)

•

[Red-teaming as a service](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Red_teaming_as_a_service)

•

[Evals / auditing](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Evals___auditing)

•

[Monitoring](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Monitoring)

•

[AI agents approaches](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#AI_agents_approaches)

•

[Agent testing environments](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Agent_testing_environments)

•

[Deterministic framework for agents](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Deterministic_framework_for_agents)

•

[Cybersecurity approaches](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Cybersecurity_approaches)

•

[Security agent](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Security_agent)

•

[Endpoint and application monitoring](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Endpoint_and_application_monitoring)

•

[Research approaches](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Research_approaches)

•

[Build capabilities, do research](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Build_capabilities__do_research)

•

[Interpretability software](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Interpretability_software)

•

[High quality human data labeling](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#High_quality_human_data_labeling)

•

[Other thoughts about building a for-profit alignment org](https://www.lesswrong.com/posts/PcTLHamp236afJxxT/some-for-profit-ai-alignment-org-ideas#Other_thoughts_about_building_a_for_profit_alignment_org)

•

[Please reach out!](h

... (truncated, 58 KB total)

Resource ID: cf3259d74908e742 | Stable ID: MjgzZmIzMT