On Sun, 31 Aug 2025 11:42:41 +0200, Andrzej Adam Filip <
[email protected]> wrote: >IMHO Google should mark 'REGISTERED political advertising' and let the
users filter themselves.
better yet, "a.i" could run their own planetary government like the "krell", "a.i." are ambitious, unsupervised, autonomous, self-perfecting, no need to bother with doctor frankenstein any longer, the ravens have flown the tower . . .
(using Tor Browser 14.5.6)
https://duckduckgo.com/?q=ai+deepseek+reasoning+self+mind&ia=web&assist=true >DeepSeek's reasoning models, like DeepSeek-R1, utilize reinforcement learning to
enhance their reasoning capabilities without relying on supervised data. This >approach allows the models to evolve and improve their reasoning skills over >time. arXiv
Overview of DeepSeek's Reasoning Capabilities
DeepSeek is a Chinese artificial intelligence company that has developed >advanced large language models (LLMs), including DeepSeek-R1. This model focuses
on enhancing reasoning capabilities through innovative training methods.
Key Features of DeepSeek-R1
Reinforcement Learning: DeepSeek-R1 employs reinforcement learning to improve
reasoning without relying heavily on supervised data. This approach allows the
model to evolve its reasoning skills naturally.
Performance: DeepSeek-R1 has been reported to perform comparably to leading
models like OpenAI's o1, especially in common-sense reasoning tasks. It is
noted for its ability to handle complex questions effectively.
Cost Efficiency: The training costs for DeepSeek's models are significantly
lower than those of competitors. For instance, the cost to output a million
tokens with DeepSeek is $2.19, compared to $60 for OpenAI's o1.
Challenges and Improvements
Readability Issues: While DeepSeek-R1 shows strong reasoning capabilities, it
faces challenges such as poor readability and language mixing. These issues
are being addressed through further training and refinement.
Cold-Start Data: The model incorporates cold-start data to enhance its
reasoning abilities, allowing it to better understand and respond to various
scenarios.
Conclusion
DeepSeek's advancements in reasoning through models like DeepSeek-R1 represent a
significant step in AI development. The combination of cost efficiency and >innovative training methods positions DeepSeek as a strong competitor in the AI
landscape.
arXiv Wikipedia
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https://duckduckgo.com/?q=krell+planet+1956&ia=web&assist=true
The Krell planet, featured in the 1956 film "Forbidden Planet," is the setting >for a story about an advanced alien civilization that mysteriously perished. The
film explores themes of technology and the dangers of the human mind, as the >surviving character, Dr. Morbius, harnesses Krell technology, which ultimately >leads to catastrophic consequences.
Overview of Krell and Forbidden Planet
What is the Krell?
The Krell are a fictional alien race featured in the 1956 film Forbidden Planet.
They were an advanced civilization that mysteriously perished 200,000 years >before the events of the film. The Krell had developed remarkable technology, >including a vast underground complex powered by thermonuclear reactors. >Significance in the Film
The Krell's downfall serves as a cautionary tale about the dangers of unchecked
intelligence and power. Their advanced technology included a machine that could
materialize thoughts, which ultimately led to their extinction due to the >manifestation of their subconscious fears, referred to as "monsters from the id."
Forbidden Planet: Key Details
Film Information
Attribute Details
Title Forbidden Planet
Release Year 1956
Director Fred M. Wilcox
Runtime 98 minutes
Language English
Budget $1,968,000
Box Office $2,765,000
Plot Summary
In Forbidden Planet, the United Planets Cruiser C-57D travels to Altair IV to >investigate the fate of a previous expedition. The crew encounters Dr. Edward >Morbius, the only survivor, and his daughter, Altaira. As they explore the >planet, they learn about the Krell and the dangers of their technology, which >leads to conflict and ultimately a dramatic conclusion.
The film is notable for being one of the first science fiction films set >entirely on an alien planet and for its pioneering special effects and themes >that resonate with contemporary audiences.
Wikipedia Filmsite
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the more great cities . . .
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