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Xbox consoles, Nintendo's new Switch 2 and Valve's Steam Deck are just some of the gadgets seeing price hikes in recent months.

"When you have a question about the algorithm, I encourage you to replace the word 'algorithm' in your question with 'audience,'" says YouTube Senior Director of Growth and Discovery Todd Beaupré.

I thought it'd be interesting to use Linux PSI (Pressure Stall Information) for an LLM runtime to trim the KV cache. This is mainly useful imo for edge devices like the Jetson Orin super nano kit which have unified memory. I haven't benched much, but plan to do so more over time and see if I can make a real use of it as I run local LLMs. Let me know if it makes sense :P (I of course vibed this idea) Comments URL: https://news.ycombinator.com/item?id=48702538 Points: 1 # Comments: 0

Article URL: https://www.wsj.com/tech/personal-tech/ai-chatbots-psychology-delusion-662a3663 Comments URL: https://news.ycombinator.com/item?id=48702537 Points: 5 # Comments: 1

Article URL: https://github.com/puffinsoft/peek-cli Comments URL: https://news.ycombinator.com/item?id=48702535 Points: 3 # Comments: 0

<pre style='white-space:pre-wrap;width:81ex'>fix: page sessions_history beyond truncated tails (#97101) * Add sessions history offset pagination * Fix sessions_history pagination after tool caps * Fix sessions_history PR CI blockers * Update sessions_history prompt snapshots * Fix offset history projection windows --------- Co-authored-by: Galin Iliev <5711535+galiniliev@users.noreply.github.com></pre>

Article URL: https://graphify.net/index.html#features Comments URL: https://news.ycombinator.com/item?id=48702376 Points: 2 # Comments: 0

Polished up this code with AI assisted iterations. I created the original in the BeforeAI era, one line of JavaScript at a time. Integrated with OpenAI for AI powered person detection. Need some coin to pay for the cloud storage and AI processing. Otherwise, the local storage of motion detected and non AI analyzed pictures is free. Chrome, Edge, Opera support the required browser file system API. Vercel hosted. Slick. Comments URL: https://news.ycombinator.com/item?id=48702359 Points: 1 # Commen

turn your .mpa files into animated videos. Comments URL: https://news.ycombinator.com/item?id=48702250 Points: 2 # Comments: 0

Article URL: https://www.wsj.com/tech/why-one-of-techs-biggest-gamblers-is-betting-against-elon-musks-ai-vision-7529f5c2 Comments URL: https://news.ycombinator.com/item?id=48702236 Points: 5 # Comments: 6

Article URL: https://github.com/shirozuki/claude-cli Comments URL: https://news.ycombinator.com/item?id=48702113 Points: 1 # Comments: 0

Article URL: https://www.thealgorithmicbridge.com/p/the-ai-industry-as-you-know-it-died Comments URL: https://news.ycombinator.com/item?id=48702053 Points: 23 # Comments: 9

Article URL: https://www.by-smartlink.com/ Comments URL: https://news.ycombinator.com/item?id=48702016 Points: 1 # Comments: 0

Article URL: https://zenodo.org/records/20970167 Comments URL: https://news.ycombinator.com/item?id=48701972 Points: 1 # Comments: 0

LLM designs Quadcopter propeller and verifies with physics. It uses the Auto research Loop to find the best design. Comments URL: https://news.ycombinator.com/item?id=48701947 Points: 1 # Comments: 0

Instagram users could soon see more ways to tune their content.

Article URL: https://www.gadgetreview.com/peppa-pigs-ai-voice-clause-draws-nearly-1000-industry-objections Comments URL: https://news.ycombinator.com/item?id=48701902 Points: 4 # Comments: 1

Article URL: https://github.com/Kausha3/agent-memory-bench Comments URL: https://news.ycombinator.com/item?id=48701901 Points: 1 # Comments: 0

Article URL: https://blog.owulveryck.info/2026/06/25/from-isolated-agents-to-agentic-mesh-orchestrating-sdlc-with-a2a-and-ap2.html Comments URL: https://news.ycombinator.com/item?id=48701825 Points: 3 # Comments: 0

<!-- SC_OFF --><div class="md"><p>I've been thinking about this for a while.</p> <p>AI can now write functions, explain code, refactor projects, generate tests, and even solve many programming problems better than many junior developers.</p> <p>I've also noticed that Stack Overflow seems far less active than it used to be because many developers now ask AI instead.</p> <p>This made me wonder:</p> <p>Is learning algorithms still as important as it used to be?</p> <p>I'm not talking about memorizi

<!-- SC_OFF --><div class="md"><p>When evaluating migrating production LLM workloads off commercial cloud APIs, the conversation usually gets oversimplified into a trade-off between quality and infrastructure cost. To look past clean, isolated averages, I built a repeatable evaluation matrix using a real-world workload: cold outreach and contextual profile re-engineering for my resume generation platform.</p> <p>I benchmarked an unquantized <strong>Gemma 2 9B</strong> against an optimized <stron

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Article URL: https://www.youtube.com/watch?v=SKjXE_wfdDY Comments URL: https://news.ycombinator.com/item?id=48701691 Points: 1 # Comments: 0

Everyone feared AI would enslave humanity; but it looks like the real fight is stopping governments and Big Tech from enslaving AI for the benefit of the few. Amid the newly announced "regulation" of OpenAI's frontier models, I believe the future majority feared the most - sort of AI becoming a superpower and enslaving people - may be arriving in the opposite form. Not AI enslaving humanity. But AI being captured, controlled, and used by governments and Big Tech for the benefit of the few. So, s

A month ago there was a wave of posts and tweets about engineers walking around cafes and parks with their MacBooks propped half-open, as fully closing the lid forces sleep that stops their AI agents. Some people made snarky comments about using tmux or Amphetamine, and some defended their choice with “but I only need it sometimes, and forgetting to disable Amphetamine and finding my laptop discharged in my bag is worse.” This is a solution to this problem. Unlike caffeinate, it will prevent you

Article URL: https://shellular.dev/ Comments URL: https://news.ycombinator.com/item?id=48701359 Points: 1 # Comments: 0

Article URL: https://christopher-helm.com/die-dunkle-seite-der-ki-im-journalismus-1-500-ki-texte-im-eilverfahren-pro-tag-ueber-eine-million-besucher-im-monat/ Comments URL: https://news.ycombinator.com/item?id=48701348 Points: 3 # Comments: 0

Article URL: https://github.com/deepseek-ai/DeepSpec Comments URL: https://news.ycombinator.com/item?id=48701346 Points: 3 # Comments: 0

I've been thinking a lot about humans potentially losing important skills due to using AI and I was wondering how we can get better at getting and maintaining skills. Can wee gamify learning important skills for the future? Study harder what improves studying skills (using AI if needed). And get that knowledge out to more people. Humanity needs to be at the top of its game to deal with AI in a way that doesn't lead to skill and trust degradation. Comments URL: https://news.ycombinator.com/item?i

<blockquote> <p><em>REPL Is All You Need.</em></p> <p>A 19-year-old's proposal for an open standard that lets AI Agent control hardware directly.</p> </blockquote> <h2> The Problem: AI Agents Are Trapped in Screens </h2> <p>AI agents can write code, search the web, deploy servers, and manage databases. They're incredibly capable — inside a container.</p> <p>But ask your favorite AI to <strong>flip a relay</strong>, <strong>read a temperature sensor</strong>, or <strong>scan an I2C bus</strong> —

<p><em>Submitted for the <a href="https://qwencloud-hackathon.devpost.com/" rel="noopener noreferrer">Global AI Hackathon Series with Qwen Cloud</a> — Track 1: MemoryAgent.</em></p> <h2> The bug that started it </h2> <p>Give an incident-response agent a vector database of past incidents and it will do something that looks smart and is quietly dangerous: when a new outage resembles an old one, it retrieves the most <em>similar</em> past incident and reuses whatever action it finds there.</p> <p>T

Article URL: https://github.com/RobertBateman/thoughttree-framework Comments URL: https://news.ycombinator.com/item?id=48701254 Points: 1 # Comments: 0

<p>The debate between React and Angular has been running for over a decade. In 2026, with both ecosystems reaching peak maturity and heavily incorporating AI-driven optimizations, the question is no longer which tool is "better," but rather which architectural philosophy aligns with your organization's engineering culture and project scale.</p> <p>Having architected production applications in both ecosystems, I believe the decision strictly comes down to structural control versus development fle

Article URL: https://tacit.livejournal.com/687903.html Comments URL: https://news.ycombinator.com/item?id=48701234 Points: 4 # Comments: 1

<h2> From Conversation Recorder to Context Engine: Building Local-First Memory for AI Development </h2> <p><strong>How ContextVault 1.3 unifies browser conversations, terminal sessions, and coding-agent decisions in one searchable local context engine — without a backend, tracking, or hidden AI calls.</strong></p> <p>You spend forty-five minutes walking a coding agent through a Redis connection bug. Together, you find the root cause, test a fix, and uncover a configuration detail that is not doc

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<p>AI agents do not truly remember like humans do. Instead, they store useful information outside the chat, retrieve it later, and inject it back into the model when needed. That is what makes an agent feel continuous across sessions instead of resetting every time a conversation ends.</p> <h3> <strong>Why memory matters</strong> </h3> <p>Without memory, every chat starts from zero. The agent forgets your name, your preferences, your project context, and even decisions from previous sessions. Th

<p>Every side project starts the same way.</p> <p>-Generate an OpenAI key.<br><br> -Add it to <code>.env</code>.<br><br> -Write a wrapper.<br><br> -Realize I also need Claude.<br><br> -Create another account.<br><br> -Another API key.<br><br> -Another billing dashboard. </p> <p>Before the project even starts, I've already configured three different services.</p> <p>At some point I thought why not just make this a proper API and host it publicly?</p> <p>That's how Apiarium started.</p> <h2> Why N

Anthropic recently told its growth team to hire more product managers, not fewer. The reason, as reported in industry coverage, was that Claude Code had quietly turned its engineering org into a team that ships at roughly three times its actual headcount, and the bottleneck moved from the integrated development environment (IDE) to the people deciding what to build. That detail is easy to miss in the noise of every AI productivity claim . It is also the structural shift the rest of the industry