<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: atomicnature</title><link>https://news.ycombinator.com/user?id=atomicnature</link><description>Hacker News RSS</description><docs>https://hnrss.org/</docs><generator>hnrss v2.1.1</generator><lastBuildDate>Mon, 06 Apr 2026 00:44:14 +0000</lastBuildDate><atom:link href="https://hnrss.org/user?id=atomicnature" rel="self" type="application/rss+xml"></atom:link><item><title><![CDATA[TLA+ in support of AI code generation]]></title><description><![CDATA[
<p>Article URL: <a href="https://medium.com/@polyglot_factotum/tla-in-support-of-ai-code-generation-9086fc9715c4">https://medium.com/@polyglot_factotum/tla-in-support-of-ai-code-generation-9086fc9715c4</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=47554615">https://news.ycombinator.com/item?id=47554615</a></p>
<p>Points: 1</p>
<p># Comments: 0</p>
]]></description><pubDate>Sat, 28 Mar 2026 13:52:36 +0000</pubDate><link>https://medium.com/@polyglot_factotum/tla-in-support-of-ai-code-generation-9086fc9715c4</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=47554615</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=47554615</guid></item><item><title><![CDATA[Machine Learning Systems: Principles and Practices of Engineering AI Systems]]></title><description><![CDATA[
<p>Article URL: <a href="https://mlsysbook.ai/book/">https://mlsysbook.ai/book/</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=47402524">https://news.ycombinator.com/item?id=47402524</a></p>
<p>Points: 3</p>
<p># Comments: 0</p>
]]></description><pubDate>Mon, 16 Mar 2026 18:04:08 +0000</pubDate><link>https://mlsysbook.ai/book/</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=47402524</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=47402524</guid></item><item><title><![CDATA[New comment by atomicnature in "Claude's Cycles [pdf]"]]></title><description><![CDATA[
<p>What's the difference as you see it?</p>
]]></description><pubDate>Wed, 04 Mar 2026 07:58:11 +0000</pubDate><link>https://news.ycombinator.com/item?id=47244454</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=47244454</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=47244454</guid></item><item><title><![CDATA[China developed by defying free trade – not embracing it]]></title><description><![CDATA[
<p>Article URL: <a href="https://www.theglobalcurrents.com/p/china-developed-by-defying-free-trade">https://www.theglobalcurrents.com/p/china-developed-by-defying-free-trade</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=47171980">https://news.ycombinator.com/item?id=47171980</a></p>
<p>Points: 2</p>
<p># Comments: 0</p>
]]></description><pubDate>Thu, 26 Feb 2026 21:04:36 +0000</pubDate><link>https://www.theglobalcurrents.com/p/china-developed-by-defying-free-trade</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=47171980</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=47171980</guid></item><item><title><![CDATA[New comment by atomicnature in "The future belongs to those who can refute AI, not just generate with AI"]]></title><description><![CDATA[
<p>If you read the article carefully -- I've dealt with an alternative scenario as well -- where we may have smaller codebases with larger blast radius.<p>As to disposable software, it's harder to get traction/adaption when things constantly break or are slow or the experience is crappy in general.<p>To make it simpler - all else being equal - as a user would you prefer using highly reviewed/vetted/reliable software, or otherwise?<p>My bet is reliability is an invariant -- nobody wishes for software that crashes, leaks your private info, gives faulty output, is laggy to use and so on.</p>
]]></description><pubDate>Thu, 19 Feb 2026 17:43:43 +0000</pubDate><link>https://news.ycombinator.com/item?id=47076614</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=47076614</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=47076614</guid></item><item><title><![CDATA[The future belongs to those who can refute AI, not just generate with AI]]></title><description><![CDATA[
<p>Article URL: <a href="https://learningloom.substack.com/p/the-future-belongs-to-those-who-can">https://learningloom.substack.com/p/the-future-belongs-to-those-who-can</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=47073351">https://news.ycombinator.com/item?id=47073351</a></p>
<p>Points: 46</p>
<p># Comments: 18</p>
]]></description><pubDate>Thu, 19 Feb 2026 13:11:06 +0000</pubDate><link>https://learningloom.substack.com/p/the-future-belongs-to-those-who-can</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=47073351</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=47073351</guid></item><item><title><![CDATA[New comment by atomicnature in "A real-world benchmark for AI code review"]]></title><description><![CDATA[
<p>Try git-lrc, totally free since it uses gemini key. Triggers reviews automatically on git commit.</p>
]]></description><pubDate>Fri, 13 Feb 2026 05:11:41 +0000</pubDate><link>https://news.ycombinator.com/item?id=46999157</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=46999157</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46999157</guid></item><item><title><![CDATA[New comment by atomicnature in "Software factories and the agentic moment"]]></title><description><![CDATA[
<p>Specification languages need big investments essentially - both in technical and educational terms.<p>Consider something like TLA+. How can we make things such as that - be useful in an LLM orchestration framework, be human friendly - that'd be the question I ask.<p>So the developer will verify just the spec, and let the LLM match against it in a tougher way than it is possible to do now.</p>
]]></description><pubDate>Sun, 08 Feb 2026 08:49:30 +0000</pubDate><link>https://news.ycombinator.com/item?id=46932563</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=46932563</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46932563</guid></item><item><title><![CDATA[New comment by atomicnature in "There is an AI code review bubble"]]></title><description><![CDATA[
<p>AI code review has genuinely helpful - especially when we generate code with copilot, etc.<p>Many times, these GenAI tools can delete/modify code mistakenly.<p>I use LiveReview's git precommit features - so the review happens right before I commit code automatically. And it has saved me many (100s of) times.<p>Give LiveReview's Precommit checks a try.</p>
]]></description><pubDate>Sat, 07 Feb 2026 05:56:48 +0000</pubDate><link>https://news.ycombinator.com/item?id=46921687</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=46921687</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46921687</guid></item><item><title><![CDATA[AI Is Stress-Testing Software Engineering as a Profession]]></title><description><![CDATA[
<p>Article URL: <a href="https://learningloom.substack.com/p/ai-is-stress-testing-software-engineering">https://learningloom.substack.com/p/ai-is-stress-testing-software-engineering</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=46913797">https://news.ycombinator.com/item?id=46913797</a></p>
<p>Points: 4</p>
<p># Comments: 0</p>
]]></description><pubDate>Fri, 06 Feb 2026 15:13:24 +0000</pubDate><link>https://learningloom.substack.com/p/ai-is-stress-testing-software-engineering</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=46913797</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46913797</guid></item><item><title><![CDATA[New comment by atomicnature in "Code is cheap. Show me the talk"]]></title><description><![CDATA[
<p>Go concrete. In FAANG engineering jobs now what % is this factory designer category vs what % is writing some mundane glue code, moving data around in CRUD calls, or putting in a monitoring metric etc?<p>Once you look at the present engineering org compositions see what's the error in thinking.<p>There are other analogy issues in your response which I won't nitpick</p>
]]></description><pubDate>Fri, 30 Jan 2026 20:50:42 +0000</pubDate><link>https://news.ycombinator.com/item?id=46829697</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=46829697</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46829697</guid></item><item><title><![CDATA[New comment by atomicnature in "Code is cheap. Show me the talk"]]></title><description><![CDATA[
<p>I don't agree with the limited point about fast fashion/enthittification, etc.<p>Quick check: Do you want to go back to pre-industrial era then - when according to you, you had better options for clothing?<p>Personally, I wouldn't want that - because I believe as a customer, I am better served now (cost/benefit wise) than then.<p>As to the point about recursive quality decline - I don't take it seriously, I believe in human ingenuity, and believe humans will overcome these obstacles and over time deliver higher quality results at bigger scale/lower costs/faster time cycles.</p>
]]></description><pubDate>Fri, 30 Jan 2026 18:10:00 +0000</pubDate><link>https://news.ycombinator.com/item?id=46827768</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=46827768</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46827768</guid></item><item><title><![CDATA[New comment by atomicnature in "Code is cheap. Show me the talk"]]></title><description><![CDATA[
<p>Where have I said engineers/architects aren't necessary? My point is that it is easier to get AI to get better than try to improve a million developers. Isn't that a straightforward point?<p>What the role of an engineer in the new context - I am not speculating on.</p>
]]></description><pubDate>Fri, 30 Jan 2026 17:47:43 +0000</pubDate><link>https://news.ycombinator.com/item?id=46827438</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=46827438</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46827438</guid></item><item><title><![CDATA[New comment by atomicnature in "Code is cheap. Show me the talk"]]></title><description><![CDATA[
<p>This is the "artisanal clothing argument".<p>I'd think there'll be a dip in code quality (compared to human) initially due to "AI machinery" due to its immaturity. But over-time on a mass-scale - we are going to see an improvement in the quality of software artifacts.<p>It is easier to 'discipline' the top 5 AI agents in the planet - rather than try to get a million distributed devs ("artisans") to produce high quality results.<p>It's like in the clothing or manufacturing industry I think. Artisans were able to produce better individual results than the average industry machinery, at least initially. But overtime - industry machinery could match the average artisan or even beat the average, while decisively beating in scale, speed, energy efficiency and so on.</p>
]]></description><pubDate>Fri, 30 Jan 2026 15:14:01 +0000</pubDate><link>https://news.ycombinator.com/item?id=46825334</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=46825334</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46825334</guid></item><item><title><![CDATA[A Brief History of Solving Simultaneous Equations via Matrices]]></title><description><![CDATA[
<p>Article URL: <a href="https://learningloom.substack.com/p/a-brief-history-of-solving-simultaneous">https://learningloom.substack.com/p/a-brief-history-of-solving-simultaneous</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=46745968">https://news.ycombinator.com/item?id=46745968</a></p>
<p>Points: 1</p>
<p># Comments: 0</p>
]]></description><pubDate>Sat, 24 Jan 2026 18:11:09 +0000</pubDate><link>https://learningloom.substack.com/p/a-brief-history-of-solving-simultaneous</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=46745968</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46745968</guid></item><item><title><![CDATA[Isaac Newton on Learning Mathematical Thinking and Reasoning]]></title><description><![CDATA[
<p>Article URL: <a href="https://learningloom.substack.com/p/isaac-newton-on-learning-mathematical">https://learningloom.substack.com/p/isaac-newton-on-learning-mathematical</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=46597654">https://news.ycombinator.com/item?id=46597654</a></p>
<p>Points: 2</p>
<p># Comments: 0</p>
]]></description><pubDate>Tue, 13 Jan 2026 05:45:51 +0000</pubDate><link>https://learningloom.substack.com/p/isaac-newton-on-learning-mathematical</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=46597654</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46597654</guid></item><item><title><![CDATA[INSV Kaundinya – Indian wooden sailing ship built using traditional stitching]]></title><description><![CDATA[
<p>Article URL: <a href="https://www.bairdmaritime.com/work-boat-world/other-workboats/vessel-review-insv-kaundinya-indian-wooden-sailing-ship-built-using-traditional-stitching-technique">https://www.bairdmaritime.com/work-boat-world/other-workboats/vessel-review-insv-kaundinya-indian-wooden-sailing-ship-built-using-traditional-stitching-technique</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=46401925">https://news.ycombinator.com/item?id=46401925</a></p>
<p>Points: 1</p>
<p># Comments: 0</p>
]]></description><pubDate>Sat, 27 Dec 2025 14:03:46 +0000</pubDate><link>https://www.bairdmaritime.com/work-boat-world/other-workboats/vessel-review-insv-kaundinya-indian-wooden-sailing-ship-built-using-traditional-stitching-technique</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=46401925</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46401925</guid></item><item><title><![CDATA[New comment by atomicnature in "Chomsky and the Two Cultures of Statistical Learning (2011)"]]></title><description><![CDATA[
<p>It was available earlier. Here's the HN history:<p><a href="https://hn.algolia.com/?query=Chomsky%20and%20the%20Two%20Cultures%20of%20Statistical%20Learning&type=story&dateRange=all&sort=byDate&storyText=false&prefix&page=0" rel="nofollow">https://hn.algolia.com/?query=Chomsky%20and%20the%20Two%20Cu...</a><p>The oldest submission is from 15 y.o ago - that is 2010.<p>I resubmitted it - thinking - with the success of LLMs - felt this was worth a revisit from "how real-world scientific progress works" point of view.</p>
]]></description><pubDate>Sun, 21 Dec 2025 09:35:28 +0000</pubDate><link>https://news.ycombinator.com/item?id=46343510</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=46343510</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46343510</guid></item><item><title><![CDATA[New comment by atomicnature in "Chomsky and the Two Cultures of Statistical Learning (2011)"]]></title><description><![CDATA[
<p>You can look into Judea Pearl's definitions of causality for more information.<p>Pearl defines a ladder of causation:<p>1. Seeing (association)
2. Doing (intervention)
3. Imagining (counterfactuals)<p>In his view - most ML algos are at level 1 - they look at data and draw associations, and "agents" have started some steps in level 2 - doing.<p>The smartest of humans operate mostly in level (3) of abstractions - where they see things, gain experience, and later build up a "strong causal model" of the world and become capable of answering "what if" questions.</p>
]]></description><pubDate>Sun, 21 Dec 2025 09:30:30 +0000</pubDate><link>https://news.ycombinator.com/item?id=46343472</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=46343472</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46343472</guid></item><item><title><![CDATA[Reimplementing Unix Correct: The Lost Bayesian Spelling Corrector]]></title><description><![CDATA[
<p>Article URL: <a href="https://learningloom.substack.com/p/reimplementing-unix-correct-the-lost">https://learningloom.substack.com/p/reimplementing-unix-correct-the-lost</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=46322626">https://news.ycombinator.com/item?id=46322626</a></p>
<p>Points: 2</p>
<p># Comments: 0</p>
]]></description><pubDate>Fri, 19 Dec 2025 05:48:52 +0000</pubDate><link>https://learningloom.substack.com/p/reimplementing-unix-correct-the-lost</link><dc:creator>atomicnature</dc:creator><comments>https://news.ycombinator.com/item?id=46322626</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46322626</guid></item></channel></rss>