How I write software with LLMs - Stavros' Stuff

Once more, the academic elite bring us a paper with a title so 'speculative' they had to use it twice. 🤔🔍 In true academic fashion, they stuff it with enough jargon and acronyms to confuse even the savviest AI. 😂📚 Thank goodness for the Simons Foundation support; without it, who would fund such a thrilling expedition into the Land of Nonsense? 🤑✨
https://arxiv.org/abs/2603.03251 #academicjargon #speculativepaper #SimonsFoundation #LandofNonsense #AIlanguage #HackerNews #ngated
Speculative Speculative Decoding

Autoregressive decoding is bottlenecked by its sequential nature. Speculative decoding has become a standard way to accelerate inference by using a fast draft model to predict upcoming tokens from a slower target model, and then verifying them in parallel with a single target model forward pass. However, speculative decoding itself relies on a sequential dependence between speculation and verification. We introduce speculative speculative decoding (SSD) to parallelize these operations. While a verification is ongoing, the draft model predicts likely verification outcomes and prepares speculations pre-emptively for them. If the actual verification outcome is then in the predicted set, a speculation can be returned immediately, eliminating drafting overhead entirely. We identify three key challenges presented by speculative speculative decoding, and suggest principled methods to solve each. The result is Saguaro, an optimized SSD algorithm. Our implementation is up to 2x faster than optimized speculative decoding baselines and up to 5x faster than autoregressive decoding with open source inference engines.

arXiv.org
Ah, the cutting-edge revolution of 'vibe coding'—because why bother with that pesky "learning to code" nonsense when you can just throw your wish list at an AI and hope for the best! 🤖✨ Forget debugging, just vibe it out and pray the AI gods are feeling generous today. 🙄🎉
https://artiss.blog/2025/03/i-so-hate-the-phrase-vibe-coding/ #vibecoding #AIlanguage #techrevolution #codinghumor #innovation #HackerNews #ngated
I so hate the phrase “vibe coding” | artiss.blog

“Vibe coding” is one of the latest “in-words” in code development right now. It’s defined as such… Vibe coding (also written as vibecoding) is a recently-coined …

artiss.blog
The A.I. Monarchy

About accelerationism, NRx, and the intersection of technology, religion, and philosophy: an analysis of the essential ideas in the new American politics.

What is ChatGPT? | A Revolutionary AI language model, unlock its secrets Now!
#AI #AIlanguage #ChatGPT #ChatGPTPlus #OpenAI
At present, there is considerable buzz surrounding ChatGPT. Many individuals are eager to learn about it and are asking, ‘What is ChatGPT?‘ Rumors suggest that ChatGPT AI is poised to challenge Google’s dominance. According to reports, ChatGPT is a platform where users can receive written answers to their questions. Ongoing developments indic...
http://tinyurl.com/2afb56v2
What Is ChatGPT? | A Revolutionary AI Language Model, Unlock Its Secrets Now!

ChatGPT is a platform where users can receive written answers to their questions.

Digital Gabbar