symbolicAGI

4 ms·

1.
by symbolicAGI 11mo ago
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.
2.
by symbolicAGI 11mo ago
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 is to decompose the specification, code generation, test ge
3.
by symbolicAGI 11mo ago
LLMs generate Java better because of so much more enterprise quality training source code and ingested coding textbooks. The future is not human programming.
4.
by symbolicAGI 11mo ago
My experience is that LLMs generate better code if all data types are JSON compatible.
5.
by symbolicAGI 11mo ago
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 most dinners. My grandfather was a route-salesman for Gerber Ba
6.
by symbolicAGI 11mo ago
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 that the AI and humans can both competently perform.
7.
by symbolicAGI 11mo ago
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.
8.
by symbolicAGI 11mo ago
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 transformer based methods but currently not preferred due to
9.
by symbolicAGI 11mo ago
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 achieve greatness. But CSCO stock fell 90% from dot-
10.
by symbolicAGI 11mo ago
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 and Sonnet 4.5 in the current Java-oriented benchmarks. The Je
11.
by symbolicAGI 11mo ago
Karl Marx would agree. One hopes that democracy will fairly allocate the abundance provided by the certain automation of Capital itself.
12.
by symbolicAGI 1y ago
I am a former physics student of C. N. Yang’s at Stony Brook University. Rest In Peace.
13.
by symbolicAGI 1y ago
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. France's tobacco consumption is higher than the European U
14.
by symbolicAGI 1y ago
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. Sure, the proofs of those dependencies are to a degree reu
15.
by symbolicAGI 1y ago
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 holders all believe that they will sell before the crash.
16.
by symbolicAGI 1y ago
Democrat person is however a compound noun. Identical in usage to Gen Z person.
17.
by symbolicAGI 1y ago
Confiscated AI profits will be distributed to consumers. Prices plummet. Abundance for all except homes in very nice locations will be relatively scarce.
18.
by symbolicAGI 1y ago
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 (Pinochet)
19.
by symbolicAGI 1y ago
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.
20.
by symbolicAGI 1y ago
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 zone" between opposing dug-in positions has greatly
21.
by symbolicAGI 1y ago
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-proj
22.
by symbolicAGI 1y ago
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 yourself how this might be done in principle, ask your favor
23.
by symbolicAGI 1y ago
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 fine grained step can be implemented as a static method in 20 l
24.
by symbolicAGI 1y ago
GitHub public repositories mostly.
25.
by symbolicAGI 1y ago
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 its static type system. I constrain my LLM-generated Java code
26.
by symbolicAGI 1y ago
The frontier models when released are operating UIs and APIs at a substantial profit during the delivery of inference. However, overall the vendors are losing money because they are paying for ever-increasing training costs for the next ver
27.
by symbolicAGI 1y ago
ccusage on GitHub.
28.
by symbolicAGI 1y ago
Thanks Trent! Claude Code said that the belief state tracking aspect of your theory was most useful to my own work. I asked Claude Code to explain how belief state modeling and change tracking contributes to conscious behavior, and added th
29.
by symbolicAGI 1y ago
The Stockfish chess engine example nails it. For AI researchers, the Bitter Lesson is not to rely on supervised learning, not to rely on manual data labeling, nor on manual ontologies nor manual business rules, Nor on *manually coded* AI sy
30.
by symbolicAGI 1y ago
FYI. Claude loves Java. I never have to reformat. It picks up my indentation preferences immediately and obeys my style guide flawlessly. When I ask it to perfect my JavaDoc it is awesome. Must be a ton of fabulous enterprise Java in the tr

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