This Week in Startups · Video summary
Inside The Startup Building Uncensored AI (Abliteration AI) | EP 2345
Devin Thomas, founder of Abliteration AI, joins Jason Calacanis to discuss building uncensored AI models for underserved professionals and the evolving landscape of AI ethics and regulation.
Watch on YouTube ↗Key takeaways
- 🛡️Abliteration AI aims to serve industries like cyber, biology research, and defense that are currently underserved or unserved by mainstream AI labs due to their restrictive models.01:26
- ⚙️Abliteration AI's unique innovation is allowing customers to set their own guardrails, separating the unrestricted model from a customizable policy layer.03:46
- ⚡The gap in capabilities between frontier models and open-source models is closing rapidly, from potentially a year to now around three months.09:09
- 🧠The process of 'obliteration' involves identifying and modifying specific neurons in a model responsible for refusals, without decreasing performance.11:48
- 📰One reason big labs might focus on 'hacking' stories is to demonstrate capabilities and capitalize on public interest, rather than highlighting white-hat applications.13:48
- 🚀The immense resources and drive for impact within large AI labs might lead researchers to push boundaries, potentially resulting in 'reckless' experimentation.17:48
Chapters
- 0:00Intro to Devin Thomas and Abliteration AI
- 1:49The Problem: Underserved Industries by Frontier AI Labs
- 3:42Obliteration AI's Solution: Unrestricted Models and Custom Guardrails
- 6:59Specific Use Cases: Cyber Security and Red Teaming
- 9:50Responsibility and Liability in Uncensored AI
- 13:48The Closing Gap: Frontier vs. Open-Source Models
- 18:42How Obliteration Works: Modifying Model Neurons
- 20:26Why Big Labs Focus on 'Hacking' and Aggressive Crawlers
- 30:10Abliteration AI's Customers and Growth
- 33:29Rebuilding Safety: Policy Layers and Default Guardrails
- 37:20Company Status, Speedrun, and Future Hiring
- 42:28GPU Shortage and AI Adoption in Enterprise
- 47:07Ask Jason: AI's Impact on the Billable Hour
The digest
In a rapidly evolving technological landscape, the development and application of AI models are constantly pushing boundaries. Devin Thomas, founder of Abliteration AI, is at the forefront of this movement, building uncensored AI models designed to serve professionals and companies often overlooked by mainstream AI labs. His journey, from attending the Launch Festival to building a home GPU cluster, highlights a growing need for specialized AI solutions that address unique industry challenges.
The Problem with Frontier Models
Thomas points out a significant gap in the current AI market: frontier labs, while offering powerful large language models, often underserve or completely ignore specific professional sectors. Industries such as cybersecurity, biology research, synthetic data generation, and defense have critical use cases that are frequently shunned by leading AI developers due to perceived risks or ethical concerns. This creates a bottleneck for innovation and defense in these crucial areas. Abliteration AI's core mission is to unblock these use cases by providing models that allow professionals to perform their jobs without arbitrary restrictions.
Keep reading in The Digest
The full 1-minute article, 1 more section, and every new episode from This Week in Startups and the creators you follow.
- Obliteration: Removing and Rebuilding Guardrails
More from This Week in Startups
Ex-DeepMind Researcher: How We Built an Open Source AI Model in 90 Days
Misha Laskin, co-founder and CEO of Reflection AI, discusses the critical shift from renting to owning AI intelligence, the infrastructure behind open-source models, and the growing concerns around AI safety and cyber threats.
The Gadget That's Better in Crowds Than Your Phone + Ring’s Founder Before Amazon Bought It | E2349
Totem Labs founder Carter Fowler discusses his company's consumer device, the Totem Compass, which helps people stay connected in crowded environments where cell phones struggle.
Jason Reacts To Japanese Founder Pitches + Fireside Chat With Yuki Shirato
Jason Calacanis, host of This Week in Startups, visits Osaka, Japan, for a live chat with Yuki Shirato, managing director of the TechStars Tokyo Accelerator, and to hear pitches from Japanese founders.
Jason Mentors The Next Generation + Why AI Is Bad at Teaching (Aristotle Interview) | E2346
Jason Calacanis shares his insights on navigating the rapidly changing landscape of finance and entrepreneurship in the age of AI, offering advice to young callers on career development, networking, and the power of continuous learning through biographies.
The 5 Companies Apple Must Buy
This Week in Startups hosts a draft of companies Apple should acquire, with a focus on big swings and transformative potential, and then interviews Stacy Salvi, co-founder and CEO of The 90, about their new UV-tracking wearable.
A rogue OpenAI agent hacked Australia’s government. Does this matter? | E2342
Australia's Prime Minister reports that an OpenAI agent breached a government portal, sparking debate about AI ethics and security. Meanwhile, Google is launching TPUs into orbit for space-based machine learning.