| … | … | @@ -5901,6 +5901,77 @@ Life goes on. |
| 5901 | 5901 | dude. |
| 5902 | 5902 | \end_layout |
| 5903 | 5903 | |
| 5904 | \begin_layout Subsection* |
| 5905 | 25 Jan 2026 |
| 5906 | \end_layout |
| 5907 | |
| 5908 | \begin_layout Standard |
| 5909 | So I'm still wrong, |
| 5910 | and I'm still right. |
| 5911 | And I'm still struggling to leverage the good stuff and get past the wrong stuff. |
| 5912 | So let me walk through some basic premises. |
| 5913 | First, |
| 5914 | relational networks are complex. |
| 5915 | Any given word has a meaning that is the contextual embedding of that word in all the ways it has been used. |
| 5916 | LLM's are superior in capturing that context. |
| 5917 | I almost wrote |
| 5918 | \begin_inset Quotes eld |
| 5919 | \end_inset |
| 5920 | |
| 5921 | extracting it |
| 5922 | \begin_inset Quotes erd |
| 5923 | \end_inset |
| 5924 | |
| 5925 | , |
| 5926 | but that's in fact what they're bad at: |
| 5927 | they can't do that extraction. |
| 5928 | This is why they can't actually |
| 5929 | \begin_inset Quotes eld |
| 5930 | \end_inset |
| 5931 | |
| 5932 | think |
| 5933 | \begin_inset Quotes erd |
| 5934 | \end_inset |
| 5935 | |
| 5936 | : |
| 5937 | they can't symbolize. |
| 5938 | I almost wrote |
| 5939 | \begin_inset Quotes eld |
| 5940 | \end_inset |
| 5941 | |
| 5942 | struggle to symbolize |
| 5943 | \begin_inset Quotes erd |
| 5944 | \end_inset |
| 5945 | |
| 5946 | , |
| 5947 | but they don't, |
| 5948 | they just can't. |
| 5949 | If they could, |
| 5950 | they would remember things, |
| 5951 | and see the relations outside of whatever (con-)text they are currently trapped in. |
| 5952 | \end_layout |
| 5953 | |
| 5954 | \begin_layout Standard |
| 5955 | The grand challenge is then to symbolize and I've outlined my plan for this dozens of times before. |
| 5956 | Not gonna repeat, |
| 5957 | here. |
| 5958 | \end_layout |
| 5959 | |
| 5960 | \begin_layout Standard |
| 5961 | So then comes the question: |
| 5962 | if LLM are really good at mapping, |
| 5963 | at |
| 5964 | \begin_inset Quotes eld |
| 5965 | \end_inset |
| 5966 | |
| 5967 | transforming |
| 5968 | \begin_inset Quotes erd |
| 5969 | \end_inset |
| 5970 | |
| 5971 | from one language to another (e.g. |
| 5972 | from English to C++/python/java) how can I leverage that? |
| 5973 | \end_layout |
| 5974 | |
| 5904 | 5975 | \begin_layout Section* |
| 5905 | 5976 | The End |
| 5906 | 5977 | \end_layout |