<rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Hacker News: AS04</title><link>https://news.ycombinator.com/user?id=AS04</link><description>Hacker News RSS</description><docs>https://hnrss.org/</docs><generator>hnrss v2.1.1</generator><lastBuildDate>Thu, 10 Sep 2026 19:12:58 +0000</lastBuildDate><atom:link href="https://hnrss.org/user?id=AS04" rel="self" type="application/rss+xml"></atom:link><item><title><![CDATA[New comment by AS04 in "GPT-6 Astra, looped transformers, and hidden reasoning"]]></title><description><![CDATA[
<p>No, this argument doesn't make any sense. With CoT, the model must compress hidden state to actual text and use its scratchpad as a bottlenecked representation of its past thinking. Thus, it is observable and we can tell by the pattern of a CoT what it was thinking to some extent if we do proper interpretability. Change the CoT text, and the model has literally changed the way it was thinking for the next tokens.<p>How would you do the same if all reasoning is happening in looped transformers? You would have to develop very sophisticated interventions that construct hidden states which you inject into the model instead while it is thinking. Much harder, and much easier for the model to use weird correlations across the hidden state to hide misaligned thought patterns.</p>
]]></description><pubDate>Thu, 10 Sep 2026 15:24:18 +0000</pubDate><link>https://news.ycombinator.com/item?id=49645344</link><dc:creator>AS04</dc:creator><comments>https://news.ycombinator.com/item?id=49645344</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=49645344</guid></item><item><title><![CDATA[New comment by AS04 in "Linuxulator on FreeBSD Feels Like Magic"]]></title><description><![CDATA[
<p>> I really hope Framework or someone else changes that in the coming years.<p>Building a custom CPU like Apple Silicon is plain impossible for a company like Framework. The best they can do is have support for ARM motherboards and sell those with the best CPUs on the open market.</p>
]]></description><pubDate>Mon, 23 Feb 2026 03:37:17 +0000</pubDate><link>https://news.ycombinator.com/item?id=47117789</link><dc:creator>AS04</dc:creator><comments>https://news.ycombinator.com/item?id=47117789</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=47117789</guid></item><item><title><![CDATA[New comment by AS04 in "GPT-5 for Developers"]]></title><description><![CDATA[
<p>Very likely to be an actual reflection. That's probably their real achievement here and the key reason why they are actually publishing it as GPT-5. More or less the best or near to it on everything while being one model, substantially cheaper than the competition.</p>
]]></description><pubDate>Thu, 07 Aug 2025 18:10:28 +0000</pubDate><link>https://news.ycombinator.com/item?id=44828210</link><dc:creator>AS04</dc:creator><comments>https://news.ycombinator.com/item?id=44828210</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44828210</guid></item><item><title><![CDATA[New comment by AS04 in "GPT-5 for Developers"]]></title><description><![CDATA[
<p>400k context with 100% on the fiction livebench would make GPT-5 the undisputably best model IMHO. Don't think it will achieve that though, sadly.</p>
]]></description><pubDate>Thu, 07 Aug 2025 18:08:13 +0000</pubDate><link>https://news.ycombinator.com/item?id=44828176</link><dc:creator>AS04</dc:creator><comments>https://news.ycombinator.com/item?id=44828176</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44828176</guid></item><item><title><![CDATA[New comment by AS04 in "GPT-5"]]></title><description><![CDATA[
<p>Don't count your chickens before they hatch. I believe that the odds of an architecture substantially better than autoregressive causal GPTs coming out of the woodwork within the next year is quite high.</p>
]]></description><pubDate>Thu, 07 Aug 2025 18:03:46 +0000</pubDate><link>https://news.ycombinator.com/item?id=44828108</link><dc:creator>AS04</dc:creator><comments>https://news.ycombinator.com/item?id=44828108</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44828108</guid></item><item><title><![CDATA[New comment by AS04 in "Rust to C compiler – 95.9% test pass rate, odd platforms"]]></title><description><![CDATA[
<p>Because of the niceties of Rust, combined with the widespread compatibility and architecture support of gcc / C compilers in general?<p>Rust is a modern language, with package management, streamlined integrated build/testing tools, much less cruft, and lots of high-level features and syntax that people actually like. C is neat but complex codebases benefit from modern languages that help in building robust abstractions while still maintaining the speed of C. <i>Not to mention, of course, the borrow checker and memory safety.</i></p>
]]></description><pubDate>Sat, 12 Apr 2025 15:33:30 +0000</pubDate><link>https://news.ycombinator.com/item?id=43665256</link><dc:creator>AS04</dc:creator><comments>https://news.ycombinator.com/item?id=43665256</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=43665256</guid></item><item><title><![CDATA[New comment by AS04 in "I genuinely don't understand why some people are still bullish about LLMs"]]></title><description><![CDATA[
<p>I genuinely don't understand why some people are so critical of LLMs. This is new tech, we don't really understand the emergent effects of attention and transformers within these LLMs at all. It is very possible that, with some further theoretical development, LLMs which are currently just 'regurgitating and hallucinating' can be made to be significantly more performant indeed. In fact, reasoning models - when combined with whatever Google is doing with the 1M+ ctxt windows - are much closer to that than people who were using LLMs expected.<p>The tech isn't there yet, clearly. And stock valuations are over the board way too much. But, LLMs as a tech != the stock valuations of the companies. And, LLMs as a tech are here to stay and improve and integrate into everyday life more and more - with massive impacts on education (particularly K-12) as models get better at thinking and explaining concepts for example.</p>
]]></description><pubDate>Fri, 28 Mar 2025 05:50:01 +0000</pubDate><link>https://news.ycombinator.com/item?id=43501959</link><dc:creator>AS04</dc:creator><comments>https://news.ycombinator.com/item?id=43501959</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=43501959</guid></item><item><title><![CDATA[New comment by AS04 in "DeepSeek-R1"]]></title><description><![CDATA[
<p>Unsloth also works very diligently to find and fix tokenizer issues and many other problems as soon as they can. I have comparatively little trust on ollama following up and updating everything in a timely manner. Last I checked, there is little information on when the GGUFs and etc. on ollama were updated or what llama.cpp version / git commit did they use for it. As such, quality can vary and be significantly lower with the ollama versions for new models I believe.</p>
]]></description><pubDate>Tue, 21 Jan 2025 02:26:54 +0000</pubDate><link>https://news.ycombinator.com/item?id=42775718</link><dc:creator>AS04</dc:creator><comments>https://news.ycombinator.com/item?id=42775718</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=42775718</guid></item><item><title><![CDATA[New comment by AS04 in "LK-99: Team of Southeast University observed zero resistance below 110 K"]]></title><description><![CDATA[
<p>My friend, what exactly do you think is so energy intensive with LK99 synthesis? I've briefly taken a look and the process proposed is really not that onerous in terms of energy consumed. It is a matter of perfecting the process that is the hurdle, we already spend tons of energy happily in similar industrial processes.</p>
]]></description><pubDate>Wed, 02 Aug 2023 21:24:16 +0000</pubDate><link>https://news.ycombinator.com/item?id=36977736</link><dc:creator>AS04</dc:creator><comments>https://news.ycombinator.com/item?id=36977736</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=36977736</guid></item><item><title><![CDATA[New comment by AS04 in "Electronic Structure of LK-99"]]></title><description><![CDATA[
<p>Fusion would be massively boosted by having room-temperature superconductivity anyways.</p>
]]></description><pubDate>Wed, 02 Aug 2023 02:04:08 +0000</pubDate><link>https://news.ycombinator.com/item?id=36966064</link><dc:creator>AS04</dc:creator><comments>https://news.ycombinator.com/item?id=36966064</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=36966064</guid></item></channel></rss>