AI can do reasoning better But It can&#x27;t outsmart humans , AI gets trained on data but human have their learning with them ,only about 5% of data a human share as learning, knowledge - rest it just inside us ,So technically AI can&#x27;t replace human ,We do take inspiration , cross domain analysis and much diff things ,that a machine can&#x27;t even doSo I feel like These AI companies are just selling fear just to promote their product , what are your thoughts on this

At this point I feel like AI companies selling Fear

A practical look at how independent grocery stores can make regional Asian ingredients easier to discover online while helping local customers find products relevant to their everyday cooking.

Small Asian Grocery Stores Can Improve Local Product Discovery

GoatCode is a single 85 MB binary that runs in your terminal. It brings 180+ LLM providers (or your existing Claude&#x2F;ChatGPT&#x2F;Gemini&#x2F;Copilot subscriptions via OAuth), and when your quota dies mid-session it automatically retries then walks your fallback chain live — switches provider mid-turn, says so, and finishes the answer. No crash, no lost context.What’s new in v2.1.10:
- Prompt caching on Anthropic (up to 90% cheaper long sessions; savings shown in &#x2F;cost)
- Inline unified diffs after every write&#x2F;edit
- &#x2F;rewind — jump transcript + files back to any turn
- Parallel subagents (up to 3 task calls fan out concurrently)
- &#x2F;search + goat search — full-text across every saved session
- @file Tab completion, &#x2F;model sonnet aliases
- True context meter (real API tokens vs model window)
- GOAT MODE (bypass) that actually works: mid-turn switch, prompt resolves YES
- Noir theme: deep slate + black-green surfacesInstall: npm install -g goatcode-cli (or grab a static binary from the releases page)Repo: https:&#x2F;&#x2F;github.com&#x2F;Arhan-w&#x2F;GoatCode
Landing: https:&#x2F;&#x2F;goatcode.vercel.app

GoatCode – open-source terminal AI agent with provider failover

Is anyone else in a panic over the Gemini 2.5 model generation (Pro, Flash) being sunset in October before there&#x27;s even any Pro class model in general availability (with geo restrictions etc.)? Google wants everyone to migrate to 3.x Flash, which beats the older Pro models on the benchmarked tasks, but isn&#x27;t the same thing as the Pro class on reasoning-heavy tasks like complex reasoning on very large documents (my big use case).The Gemini family had a distinct niche in document comprehension, with thousand page input documents taking only 300k tokens. Nothing quite like that in OpenAI or Anthropic world, even at more than 10x the token adjusted price. Should we just give up on Google at this point and engineer around the competitors&#x27; limits and eat the costs? Totally unnecessary own goal by team Google.

Ask HN: Did Google kill its enterprise workhorse model?

Hard req: has to have cell connectivity &amp; support roaming (US &lt;&gt; EU). Not for daily use, but for comms when they&#x27;re out of the house in case they need to reach out. I looked at apple watch family and it&#x27;s great, except that it doesn&#x27;t allow roaming or plans abroad (it seems that BetterRoaming might work but it&#x27;s unclear). The Garmin Bounce 2 looks like it fits the bill, but it has ZERO reviews and some comments make it look like it&#x27;s crap.The Light Phone III seems like an awesome idea, but at ~$900 it&#x27;s a strong pass.The Punkt MP02 is so far my top contender.Any suggestions?

Ask HN: What's a good "semi-dumb" phone/watch for kids?

Over past couple months I noticed that HN feed is almost exclusively AI or AI-adjacent news. Meanwhile the legitimately, broadly-hacker stuff gets left out for the most part.I noticed that because the things I find genuinely interesting that I post here now get zero traction, which is the stuff that I believe would previously be met with some discussion.Note that I don&#x27;t care that my submissions were ignored, I don&#x27;t need that validation. Problem is that if my stuff gains no traction, I am myself not seeing similar stuff posted by others, stuff I am genuinely also interested in and would want to hear about from this community.Here are two most recent examples:- Lenovo showed a model that incorporates solid-state air cooling. That technology has been around for a while but it looks like it matured and is production-ready. This allows for super-light and slim designs, which, in turn, should allow for bigger batteries installed and I think it&#x27;s some sort of breakthrough: 
https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=49580229- Brax Industries devices, genuinely interesting, open-soruce and innovative, especially the wall display, with its modularity and on-device processing compatible with Home Assistant. I also appreciate the very clean design: 
https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=49643215As said, I honestly believe this would gain some traction here on HN a year or two ago. I no longer find HN a good source of &quot;what&#x27;s new&quot; in the industry, it&#x27;s almost exclusively AI talk now.So I think the point I am trying to make is that maybe YC could start curating the content somehow to give those easily-drowned-out articles a visibility bump?Or, at the very least, introduce simple tagging, so we can start filtering stuff out.

Ask HN: Can we please limit the AI news flood?

I&#x27;ve reset this more than once and the last time I made a careful note of when I did it and to my surprise I found it re-enabled when I checked just now. Make sure you check this thing to see if it hasn&#x27;t been re-enabled if you believe it to be off right now.

Tell HN: OpenAI keeps re-enabling the 'allow training' setting

I am curious what actually happens between two generations of AI models.For example, how do you go from Sonnet to Opus? Is Opus trained from scratch, built on Sonnet, or mostly the same model with more compute and training?And how do models like Astra suddenly make a big jump in some capabilities? What is stopping Anthropic, Mistral, or others from doing the same thing?
Is the main difference just more compute and money, or are there training methods, data, architecture, and research breakthroughs that competitors may not know about?I can&#x27;t think of a better place to ask this. I am guessing there are people here who actually work on these models and know what goes on behind the scenes.

Ask HN: How are much smarter AI models made?

I just replied to somebody on here with these links, thought I should share them. If any one has something to add, dont be shiesty:) It was a pain to find these.https:&#x2F;&#x2F;web.archive.org&#x2F;web&#x2F;20241003101005&#x2F;https:&#x2F;&#x2F;www.angelfire.com&#x2F;pa3&#x2F;VAMPMAN&#x2F;krypt_dcinfo.htmlhttps:&#x2F;&#x2F;web.archive.org&#x2F;web&#x2F;20031205061600&#x2F;http:&#x2F;&#x2F;dreamcast.planetweb.com&#x2F;community&#x2F;homepages&#x2F;dcdesign.htmlhttps:&#x2F;&#x2F;web.archive.org&#x2F;web&#x2F;20181029115530&#x2F;https:&#x2F;&#x2F;dreamcastarena.com&#x2F;how-to-create-dreamcast-website-friendlyhttps:&#x2F;&#x2F;www.dreamcast-talk.com&#x2F;forum&#x2F;viewtopic.php?t=16378http:&#x2F;&#x2F;kamui.cool&#x2F;zz_lab&#x2F;infinitedream_HTTP_USER_AGENT.htmlhttp:&#x2F;&#x2F;kamui.cool&#x2F;zz_lab&#x2F;jeffma_useragent.htmlhttp:&#x2F;&#x2F;kamui.cool&#x2F;zz_lab&#x2F;browsermatrix.htmlhttps:&#x2F;&#x2F;dreamcast.wiki&#x2F;Developmenthttps:&#x2F;&#x2F;dcemulation.org&#x2F;phpBB&#x2F;viewtopic.php?t=47902https:&#x2F;&#x2F;web.archive.org&#x2F;web&#x2F;20250713015510&#x2F;http:&#x2F;&#x2F;pc.psilocybindreams.com&#x2F;https:&#x2F;&#x2F;web.archive.org&#x2F;web&#x2F;20000521015744&#x2F;http:&#x2F;&#x2F;tools.planetweb.com&#x2F;wmhelp.html

Dreamcast Web Development Links

The software industry is at a standstill while everyone is busy buying Claude and chatgpt licenses to reduce operations cost.The news is full of AI or AI - adjacent articles to the extent it&#x27;s now a tedious topic.Where are the exciting innovations happening in the world? What great products are being built we&#x27;re not hearing about?

Ask HN: Where are the innovations happening today?

As of Sept, 11th: https:&#x2F;&#x2F;openai.com&#x2F;index&#x2F;navier-stokes-solution&#x2F;Compare to https:&#x2F;&#x2F;web.archive.org&#x2F;web&#x2F;20260908235305&#x2F;https:&#x2F;&#x2F;openai.com&#x2F;index&#x2F;navier-stokes-solution&#x2F;Also, see GitHub - git history: https:&#x2F;&#x2F;github.com&#x2F;openai&#x2F;NavierStokesAndEuler

OpenAI changed Navier-Stokes press release and Lean4 code on GH

How do you find skills, keep them organized, and make sure they actually work? Do you keep improving them over time?I believe skills will eventually be eating by model capabilities, but until then I&#x27;m just looking for a better way to manage things.

Ask HN: How do you manage skills files?

Comments on social media (when discounting the ironic posts) are mixed whether Astra is worth the cost increase, similar to the Fable-Opus transition.For the novel projects I&#x27;m working on, Astra did unblock me where I was stuck with GPT 5.6 Sol, which in itself gives it value for myself, but outside of that it&#x27;s not a significant improvement if at all. I have noticed Astra is more efficient so for my use case it may not be 2.5x cost.

Ask HN: Is GPT-6 Astra worth the 2.5x cost increase over GPT-5.6 Sol?

Since AI is getting smarter by the day,would it not be more profitable for both man and machine for  it to come up with more,harder Millenium problems?

Ask HN: AI and Math

Per https:&#x2F;&#x2F;support.google.com&#x2F;mail&#x2F;answer&#x2F;17101213, starting in January 2027, you may no longer send email as you@x.com if you use a you@gmail.com account. You can only send as you@gmail.com.For those who like the convenience of having all of their external email commingling with their Gmail email, and taking advantage of the integration, such as calendar integration, Google Drive integration, and more, what is our best path forward?At this point, it seems like doing a Google Workspace paid account may be the best solution for continuity of experience, but you break all the commingling and integration. Also, your you@x.com account is a separate window from your you@gmail.com account.You could also consider a service like Fastmail. While it is reasonable quality, you don’t get the quality of the app or of the web experience, and its spam catching features don’t seem to be as good. Your access to you@x.com will be via Fastmail&#x27;s own interface or some IMAP solution. The Gmail mobile app appears to support IMAP, but it&#x27;s just an IMAP tool at that point, not strongly differentiated from any other IMAP tool. The Gmail web client has no support for IMAP.

Google to discontinue allowing send as an external account in Jan. 2027

What is the average number of hops in your social network to someone living who knew someone who was killed in the 9-11 attack? I am particularly interested in how the answer would vary depending on the age of the first person in the social network graph?

Ask HN: What is the average number of hops in your social network to 9-11 death?

They send all typed into editor input to codepen.dev almost immediately (you would see in 1-2 sec after you typed your secret that it appears in respective Network&#x2F;Response tab) even before one saved it. I tested this with a unique marker: after typing it into index.html, CodePen ran a build with &quot;save:false&quot;, and the marker then appeared verbatim in the HTML served from the generated &quot;*.codepen.dev preview&quot;. Thus, if you ever entered some secrets in there by mistake consider them compromized even if you did not publish&#x2F;save the pen

Apparently CodePen 2.0 sends data to their servers as you type

Hi HN,
I built Stardust Store, an independent Android app marketplace as part of my ZISHU TRON ecosystem.
Website:
https:&#x2F;&#x2F;stardustapkstore.zishuai.cloud
The main idea is to focus on app discovery, rather than simply providing a large list of APKs.
The current platform has:
Editor&#x27;s Choice
Trending and New Releases
Popular Apps and Games
Search by name, developer and category
Top Free &#x2F; Paid &#x2F; Grossing &#x2F; Trending &#x2F; Rated rankings
App categories
User profiles
Wishlist
Download history
Reviews
I built the project independently and I&#x27;m currently focusing on improving the marketplace based on feedback from users and developers.
The Android version is also available here:
Download APK: https:&#x2F;&#x2F;github.com&#x2F;zishutron&#x2F;Stardust-store&#x2F;releases&#x2F;download&#x2F;v12.0.1&#x2F;starduststore.apkPrivacy: https:&#x2F;&#x2F;stardustapkstore.zishuai.cloud&#x2F;privacyTerms: https:&#x2F;&#x2F;stardustapkstore.zishuai.cloud&#x2F;termsI&#x27;d especially appreciate feedback on the marketplace UX, discovery model, rankings, and what developers would expect from an alternative Android app marketplace.

Stardust Store – An independent Android app marketplace

There are thousands of pairs of source-executable pairs that could be used for training, and the compiler is a parameter that AI can easily identify and account for as a heavily weighted factor.So why isn&#x27;t there (or maybe there is and I don&#x27;t know about it) an AI based decompiler that can take almost any machine code, and transform it into highly readable source code (complete with meaningful guesses for variable names and comments)? It seems like it should be even easier when the executable could be run and inspected at runtime by the AI model.What is the state of the art with AI decompilation, and are there tools I can play with today?

Why isn't decompilation a solved problem in the AI era?

HN is a fantastic founder community.We, the people, love transparency, numbers, and analyzing bootstrapped business models.What is your current project? Share your wins, losses, and tech stack. Share monthly recurring revenue (MRR) if you feel like.

Ask HN: Show your micro-SaaS

Like many on HN, I started programming at a young age. Throughout my teens I taught myself programming through projects, and at 16 got an apprenticeship. From there I worked my way up to where I am now. Programming felt like my calling.I once arrogantly thought software engineering would be one of the last roles to be impacted by AI, but now it&#x27;s looking like it&#x27;s one of the first.We can debate about to what degree AI can actually take over from software engineers today, but I think there&#x27;s no denying the trajectory. Companies don&#x27;t want tenured and skilled developers anymore, they want dime a dozen agent supervisors to pump out features. Quality is taking even more of a backseat than before. Even if developers can&#x27;t be replaced, AI significantly lowers the leverage we have.Needless to say I didn&#x27;t sign up for this. Supervising agents takes away pretty much everything I enjoyed about my job. I am somewhat mourning this loss, but I can at least be grateful I&#x27;m still relatively early in my career and young enough to learn a new skill.So, now I&#x27;m thinking about what&#x27;s next for me so I can protect both my income and my sanity. Since I left school at 16 I have no real qualifications, just my experience, which makes it harder to pivot.If you feel the same way as me, what&#x27;s your next move?

Ask HN: Software people, where are you taking your careers next?

I&#x27;m planning to release an open source software library soon and was wondering - are there any licenses that would prevent LLMs from ingesting it into their training? Do any of the labs say that they don&#x27;t ingest software code that uses certain licenses?I realize this would be something that would be nearly impossible to discover and they could always say that they don&#x27;t but they end up ingesting anyway.

Ask HN: Software Licenses that prevent LLMs from training on open source?

I would love to know what&#x27;s your setup like, how you make it enjoyable and what kind of work you offload to AI vs what you&#x27;re still doing yourself.Not talking to the hobbyists or Managers who can now prototype stuff and produce fancy presentations quicker, but to the actual employed Software Engineer developing software running in production used by actual customers.