Viewing profile — symbolicAGI

One wonders where else in the solar system moss from Earth may have taken hold. Spores and such could be making the journey randomly from gravity well to gravity well.

Without revealing proprietary details, I can say that 2.9 million lines of Java code were generated and tested in 3 months via claude code with multiple max accounts. The technique…

LLMs generate Java better because of so much more enterprise quality training source code and ingested coding textbooks. The future is not human programming.

My experience is that LLMs generate better code if all data types are JSON compatible.

Evidently US Boomers are fortunate that ultra processed food was less common when they grew up. For example, I recall drinking lots of skim milk and eating cooked vegetables at mos…

Easily refuted by the evidence of Anthropic's Claude Code in enterprises for the purpose of automating programming development activities. Perhaps 10000x cheaper to perform tasks t…

A US stock market blow off top is consistent with both the NASDAQ weekly chart pattern and the current dismal macroeconomic environment, e.g. layoffs.

The major innovation appears to be an efficient hardware implementation of diffusion generative AI. Certainly not CUDA compatible. Diffusion for code generation is way faster than …

Essentially: "if the AI bubble is a bubble, it’s more likely an infrastructure bubble." Yep, Nvidia 2025 = Cisco Systems 1999. AI tech itself is not a bubble, it will endure and ac…

Very welcome for my work which is automatically generating Java code with JSON-compatible data types. Codex CLI with the GPT-5-codex model is the current leader over Claude Code an…

Karl Marx would agree. One hopes that democracy will fairly allocate the abundance provided by the certain automation of Capital itself.

I am a former physics student of C. N. Yang’s at Stony Brook University. Rest In Peace.

France has high per capita alcohol consumption, though it has been declining from a peak in 1973, with wine being the most consumed beverage. More alcohol, more cancer. Simple. Fra…

Proving program correctness is not easy. For example, one must prove the correctness of the entire dependency supply chain that the target program might directly or indirectly call…

Darling of the Internet infrastructure boom, Cisco's stock price declined 89% from the bubble peak to the bottom. Expect the same for Nvidia. Many know this resolution but bag hold…

Democrat person is however a compound noun. Identical in usage to Gen Z person.

Confiscated AI profits will be distributed to consumers. Prices plummet. Abundance for all except homes in very nice locations will be relatively scarce.

Fascism does not work in the long run economically. The grifter state fails. OP Refuted by: Italy (Mussolini’s Fascist Regime) Spain (Franco’s Regime) Portugal (Estado Novo) Chile …

If JSON formatted prompts are superior to text, then why are the frontier model system prompts formatted as markdown text? When asked, Claude for example prefers markdown prompts.

This war is Peak Sniper. The Line of Contact is becoming too lethal for soldiers and crewed weapons. In Ukraine, drones account for the majority of russian casualties. The "grey zo…

Grok says you are right ( https://grok.com/share/c2hhcmQtMg%3D%3D_ddbace62-c299-4b7b-9... ) however... https://github.com/iluwatar/java-design-patterns https://github.com/spring-pr…

Aside from required human corporate directors and corporate officers, one can imagine a zero-person billion dollar company whose roles are entirely filled by AI agents. To see for …

I first generate a specification JSON object from a text design narrative that lists fine-grained steps for each Java class that are constrained to be decomposed such that each fin…

GitHub public repositories mostly.

A recent good reason for using Java is that frontier LLMs are trained with very large amounts of high quality enterprise Java source code. Claude Code for example loves Java and it…