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Context Engineering - Unlocking Agentic AI’s True Potential
The art and science of giving the right information to LLMs. As AI systems become more complex and sophisticated, prompt engg is not enough to convey…
Jul 5
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Arun S
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Context Engineering - Unlocking Agentic AI’s True Potential
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Jailbreaking the censorship of DeepSeek R1 - detailed steps with video
Jan 31
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Arun S
3
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Jailbreaking the censorship of DeepSeek R1 - detailed steps with video
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On the Biology of a Large Language Model - Anthropic Research
Mar 31
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Arun S
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Running DeepSeek locally for free and without restrictions
Jan 29
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Arun S
3
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Running DeepSeek locally for free and without restrictions
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Jevons Paradox & Post-AI Job Market
Apr 5
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Arun S
4
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Jevons Paradox & Post-AI Job Market
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Context Bloat in Large Language Models
Context makes or breaks large language model implementations.
Jun 18
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Arun S
3
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Context Bloat in Large Language Models
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Analysis of Claude 4's System prompt and what changed from Claude 3.7
There are major changes in how Claude 4's character has been modeled. This also gives a glimpse into how models have improved, and how Anthropic's world…
May 24
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Arun S
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Analysis of Claude 4's System prompt and what changed from Claude 3.7
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Meta AI's full system prompt and analysis - LLAMA 4
I was able to extract and analyze the full system prompt of the newly released Meta AI app which is powered by LLAMA 4. A very detailed prompt that…
Apr 30
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Arun S
1
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Meta AI's full system prompt and analysis - LLAMA 4
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Paperclip vs. FIAT: History's Blueprint for AGI
What did a secret WW2 program get right that another missed entirely? The lessons of Operation Paperclip vs. Operation FIAT offer a surprising…
Apr 19
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Arun S
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Paperclip vs. FIAT: History's Blueprint for AGI
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Understanding LLMs and AGI through the lens of Solomonoff Induction
Solomonoff induction is a theory that describes an optimal method for predicting future data based on past observations. It is a great mental model to…
Apr 13
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Arun S
2
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Understanding LLMs and AGI through the lens of Solomonoff Induction
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