AE Studio: AI Alignment

# AE Studio AI Alignment Research - Neglected Approaches to Solving the Alignment Problem

[Let's talk](mailto:alignment@ae.studio)

Hover over lines to ALIGN them. Then scroll down for more ALIGNMENT!Tap text to ALIGN. Then scroll down for more ALIGNMENT!

# AIalignmentisthemostimportantunsolvedscienceproblemintheworld.    Wedon'tknowhowtosolveityet.    Thatdoesn'tmeanit'simpossible,justneglected.    Theworldhasbarelystartedtrying.

[Explore AI Alignment↓](https://ae.studio/alignment/#why-alignment-matters) If you don't give a sh\*t, click here →

## Why Alignment Matters

AI development is advancing at an exponential pace. Every leap forward escalates both immense opportunities and (existential) risks.

Superficial safety tactics (RLHF, prompt engineering, output filtering) just aren't enough. They're brittle guardrails masking deeper structural misalignments. Recent results have revealed even minimally fine-tuned models capable of producing profoundly harmful outputs, hiding dangerous backdoors, and deceptively faking their own alignment.

At AE, our stance is clear and urgent: Alignment isn't solved. It's fundamentally a scientific R&D problem, and the stakes of getting this right literally couldn't be higher.

![A person looking out over rolling hills with green grass and yellow flowers under a blue sky](https://ae.studio/alignment/images/our_letter_image.png)AE Studio's open letter on the importance of AI alignment research

AI is rapidly integrating into our minds, our economies, and our militaries, yet we still don't understand how it works. That's already alarming. But when we surveyed top alignment researchers, fewer than [one in ten](https://www.lesswrong.com/posts/XTdByFM6cmgB3taEN/key-takeaways-from-our-ea-and-alignment-research-surveys) believed today's methods would actually solve the core problem before AGI. That's a crisis.

So we're doing the hard thing: building a Bell Labs-style research engine, self-funded and independent, focused on actually solving alignment at the root.

## We're building for the future because the stakes are real.

AE AI Alignment Team • AE AI Alignment Team •

## Our "Neglected Approaches" Approach

[Explore Our Research→](https://www.ae.studio/research)

We believe AGI will be central to the future of human agency, but alignment remains an urgent, unsolved challenge.We're not chasing incremental patches or superficial fixes. Instead, self-funded by our profitable consulting business, we're free from the perverse, short-sighted incentives driving AGI races. Inspired by Bell Labs, we've built a systematic, high-throughput R&D engine that rapidly prototypes and validates neglected alignment approaches. Our elite AI engineers and scientists work directly with leading theorists and other researchers, prioritizing methods that simultaneously enhance alignment _and_ capabilities ("Techniques that have a " [negative alignment tax](https://ae.studio/blog/alignment-can-be-the-military-grade-engineering-of-ai)"). 

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