Most heuristic AI is search without a global optimimum; so good not perfect answers given the space being searched. Relational Query and Search Capabilities are increasingly overlapping and looking like each other. There are also newer technologies that can emulate search like Tsetlin machines that have not mainstreamed yet. LLMs with tr…
Most heuristic AI is search without a global optimimum; so good not perfect answers given the space being searched. Relational Query and Search Capabilities are increasingly overlapping and looking like each other. There are also newer technologies that can emulate search like Tsetlin machines that have not mainstreamed yet. LLMs with transformer architecture (ChatGPT and buddies) are computationally inefficient meaning you pay for tokens in memory and compute usage costs that are pretty high.
Most heuristic AI is search without a global optimimum; so good not perfect answers given the space being searched. Relational Query and Search Capabilities are increasingly overlapping and looking like each other. There are also newer technologies that can emulate search like Tsetlin machines that have not mainstreamed yet. LLMs with transformer architecture (ChatGPT and buddies) are computationally inefficient meaning you pay for tokens in memory and compute usage costs that are pretty high.