100% Hallucination Free LLM

Hi guys and gals,

I’ve create an LLM that cannot hallucinate, not even in theory, but before you jump to your guns, hear me out how it works;

• The LLM generates Hyperlambda
• Every single function invocation in the code is verified to exist
• If the LLM hallucinates non-existent functions, it tries again, 2 more times, before it gives up and returns an error

The whole point being that this is a 10ms job, integrated into my “generate code endpoints”, resulting in that the process is 100% automatic. Interestingly, due to the “failed, repeat again” loop, my evals for the LLM increased almost 10pp.

It can still hallucinate “intent”, such as returning rows from wrong database, etc - But it cannot hallucinate non-existent functions or concepts - Not even in theory …

And yes, that EM dash was mine …

Read more below …