Eurisko stood for perhaps two decades as the most advanced AI ever created. And then Douglas Lenat abandoned it, decades ahead of the rest of us in the insight that recursive self-improvement is a mirage, there are no short cuts.

New discoveries about algorithms are leading scientists beyond the Church-Turing Thesis. Super-recursive algorithms offer prospects for algorithms of much greater computing power and efficiency.