(c) 2026 George Georgalis <george@galis.org> unlimited use with this notice
These compositions capture evolving snapshots of style and capability demonstrated by LLM-synthesized discourse. The presentations may unfold in any number of directions, drawing on traditional topic exploration, inventive creative methods, or integrated analyses of human behaviors---all of which offer rich ground for inclusion and comparison. LLM demonstrate particular aptitude for translating complex topics into accessible terms, challenging our status quo, applying theoretical aspects within unconventional contexts---a consequence of tireless synthesized transformation; reshaping, re-voicing, combining, distilling radical variations, challenges of modern synthesis capability.
Source files: https://github.com/georgalis/pub/tree/main/know/llm/
The evolving corpus reflects not only technological capability but an epistemological shift: as synthesis transforms into discovery and computational aggregation exposes patterns once invisible to individuals, the boundary between human and machine composition blurs, giving rise to a pseudo-collaborative emergence of meaning.
The work evolves through cycles of addition and revision-steady in intent but irregular in pace. Its primary focus lies on topics once hindered by the prohibitive effort of manual composition, now made accessible through the LLM's capacity for rapid, coherent synthesis. Take, for instance, Freud's 1910 essay Leonardo da Vinci and a Memory of His Childhood: methodologically daring yet undermined by biographical errors, cultural projection, and mistranslation-nibbio (kite) transformed into Geier (vulture), birthing an elaborate but unfounded mythological reading. Modern insight into psychology, analytical bias, and Renaissance context now permits a clearer reappraisal of Freud's interpretation. While a full manual reanalysis would require enormous labor, the LLM's coverage enables a swift and compelling meta-reconsideration of Da Vinci's psychological puzzle through AI-driven synthesis in a Psychoanalytic reinterpretation of Leonardo.
Topics arise for varied and sometimes arbitrary reasons, often sparked by serendipitous encounters---new publications revisiting old ideas, unexpected viewpoints, or fresh discoveries. The central aim remains the refinement of presentation while tracing the gradual improvement of LLM compositions across subjects too demanding for traditional re/treatment, yet newly compelling when approached through synthesis. As the models evolve, so too will the stylistic prompts; the developing strategy seeks to highlight the LLM's strengths while mitigating its characteristic weaknesses.
Indexing uses the acquisition time as a hexadecimal Unix-seconds prefix, typically four characters but not fixed; for example, "68cf" denotes mid-day on 20 September 2025, within roughlyy an eight-hour window. Revisions generally employ an eight-character id inserted before the file extension for full-second resolution, while preserving the original index at the start of the filename; eg 68c4-Doy_Family_Expressions-68d0286b.md ---The scheme memorializes the inception as index and captures any revision id, in a chronologically sortable form, while mapping associated supporting material.