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Hacker News Ask

Howdy HN: fur.tea.laser

I'm a quasi-mathematician who adapts and translates rigorous, nuanced mathematical concepts for more expressive mediums like natural language and code. This results in shared processes for synthesizing and analyzing technical assets that are actionable, pragmatic, and accessible to both deep technical experts and practical execution teams alike. Think of me as an LLM wrangler who uses latent space acupuncture to pin down precise model behaviors, replacing haphazard reactions with a systematized,

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VentureBeat

DeepSeek open sources DSpark, a new framework to speed up LLM inference by up to 85%

Even as the geopolitical conversation around AI continues to grow more fraught following the U.S. government's actions to limit the new models from Anthropic and OpenAI , Chinese open source darling DeepSeek is back with yet another open release that could once again change AI development around the globe. Over the weekend, the firm released DSpark , a new, MIT-Licensed system designed to make large language models answer faster without changing what the underlying model is trying to say. The ea

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DeepSeek open sources DSpark, a new framework to speed up LLM inference by up to 85%
Hacker News FrontTools

Segmenting Robot Video into Actionable Subtasks

Article URL: https://macrodata.co/blog/annotating-robot-video-subtasks Comments URL: https://news.ycombinator.com/item?id=48724274 Points: 12 # Comments: 2

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The Verge

Tidal won’t pay royalties on AI-generated music but isn’t banning it outright

Tidal shared its new policies regarding AI-generated music today and how the platform plans to "protect artists" and "inform listeners." Instead of banning it outright, starting on July 15th Tidal will label tracks it has identified as being 100 percent AI-generated with an icon. But starting today those tracks will no longer be monetizable. "Tidal's […]

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Tidal won’t pay royalties on AI-generated music but isn’t banning it outright
Product HuntTools

AI Usage, Under Control

<p> Stigg 2.0 - The Usage Runtime for AI Products </p> <p> <a href="https://www.producthunt.com/products/stigg?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1184058?app_id=339">Link</a> </p>

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Hacker News AILLMs

AI has lots of people digging out their iPods

Article URL: https://news.harvard.edu/gazette/story/2026/06/ai-has-lots-of-people-digging-out-their-ipods/ Comments URL: https://news.ycombinator.com/item?id=48724077 Points: 2 # Comments: 0

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Hacker News AILLMs

Ask HN: If AI-generated code works 100%, do languages still need to be upgraded?

Supposing that the code generated by AI always works and follows good programming practices, will it still be really necessary to create new or better web technologies and programming languages? It looks like a point to stop learning and creating new technologies... Comments URL: https://news.ycombinator.com/item?id=48723923 Points: 3 # Comments: 2

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Hacker News Ask

Build an agent first Kanban board

Hi, I have been building an open source kanban board that serves as a way for my multiple Hermes and OpenClaw agents to communication with each other and also serve as a way to keep track of tasks. I started this project because I found myself losing track of what tasks are outstanding, done etc among my 5 Telegram bots / Hermes agents. So I build https://github.com/gibtang/anban as a way to keep track of it. It is agent first, so you just need to register an account, create a board and then sha

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Hacker News AILLMs

Boris Cherny on AI Archetypes

Article URL: https://twitter.com/bcherny/status/2071379474277613732 Comments URL: https://news.ycombinator.com/item?id=48723732 Points: 1 # Comments: 0

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Dev.to

Why Most AI Automation Projects Fail Before Development Starts

<p>Build an agent.<br> Connect a workflow.<br> Deploy a chatbot.<br> Replace manual work.</p> <p>It sounds simple.</p> <p>Yet many businesses spend months experimenting with AI and still struggle to create measurable operational value.</p> <p>After working on production AI systems, workflow automation platforms, and custom software projects, I've noticed a pattern.</p> <p>Most AI automation projects don't fail because of the technology.</p> <p>They fail because they start with the wrong problem.

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MIT News - Science, Technology, and Society | Technology and society | Program in STS | History of science | History of MIT

Scientists find ozone depletion began decades before discovery of ozone hole

Using modern tools, they also determined that carbon tetrachloride, used as a dry-cleaning and degreasing agent as early as the 1930s, was at the root of early ozone loss.

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Scientists find ozone depletion began decades before discovery of ozone hole
The Verge

OpenAI is teasing new hardware… for Codex

OpenAI is releasing some sort of device related to its AI-powered coding tool, Codex, on July 15th. In a video posted to X on Monday, OpenAI shows a square-shaped device with several buttons, alongside the caption, "Your favorite Codex shortcuts are getting an upgrade." This isn't the mysterious AI-powered device OpenAI is working on with […]

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OpenAI is teasing new hardware… for Codex
Hacker News AILLMs

Why Your AI Agents Should Stop Speaking English

Article URL: https://thenewassociationwebmasters.blogspot.com/2026/06/the-language-trap-reset-base-margin-0.html Comments URL: https://news.ycombinator.com/item?id=48723465 Points: 3 # Comments: 0

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Dev.to

How to Stop LangChain Agents from Bankrupting Your API Budget

<p>In November 2025, an engineering team deployed a market research pipeline using four LangChain agents. Due to a logic failure, the "Analyzer" and "Verifier" agents got stuck in a recursive ping-pong loop. Because every individual API call was perfectly valid, the system appeared healthy on their dashboards.</p> <p>11 days later, they discovered a <strong>$47,000 API bill</strong>.</p> <p>This is the hidden cost of building autonomous AI: <strong>infinite hallucination loops</strong>. When an

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Dev.to

Why Your LLM Applications Crash in Production (and How to Fix It Under 15 Microseconds)

<p>If you're building applications with OpenAI, Gemini, or LangChain agents, you already know the pain: <strong>Large Language Models are unreliable.</strong></p> <p>You ask for a JSON response. You set up a strict parser like Pydantic or Marshmallow. But then:</p> <ul> <li>The LLM cuts off mid-sentence because it hit the token limit.</li> <li>The output has a missing closing bracket <code>}</code>.</li> <li>The LLM outputs Python-style single quotes (<code>'id'</code>) or <code>True</code> inst

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The Hacker NewsSecurity

Malicious Perplexity Chrome Extension Intercepted Searches and Address Bar Input

Microsoft has found a malicious Chrome extension that posed as the AI search engine Perplexity and quietly logged what people searched for. It routed every query and every character typed into the address bar through an attacker-controlled server before redirecting users to real results. Microsoft says Google removed it from the store after responsible disclosure. The extension was called "

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Malicious Perplexity Chrome Extension Intercepted Searches and Address Bar Input
OpenClaw Commits

fix(agents): stop recording accepted sessions_spawn launches as tool …

<pre style='white-space:pre-wrap;width:81ex'>fix(agents): stop recording accepted sessions_spawn launches as tool failures (#96851) * fix(agents): stop recording accepted sessions_spawn launches as tool failures * fix(agents): stop recording accepted sessions_spawn launches as tool failures * fix(clownfish): address review for live-pr-inventory-20260629T175323-001 (1) --------- Co-authored-by: openclaw-clownfish[bot] <280122609+openclaw-clownfish[bot]@users.noreply.github.com></pre>

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OpenClaw Commits

fix(google-meet): fall back to manual OAuth paste when callback port …

<pre style='white-space:pre-wrap;width:81ex'>fix(google-meet): fall back to manual OAuth paste when callback port is occupied (#96492) The Google Meet OAuth login binds a fixed localhost:8085 callback listener and let listener failures propagate, so meet auth login aborted entirely when port 8085 was already in use. The sibling Gemini CLI OAuth path already recovers by switching to the manual copy/paste flow on EADDRINUSE/listen errors; bring Google Meet to parity by catching listener errors and

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The DecoderBusiness

Amazon engineers are reportedly distilling Anthropic models to cut costs before new token-based pricing kicks in

Amazon engineers are already distilling Anthropic models into smaller, cheaper versions for internal use. Starting next year, Amazon will pay by tokens processed rather than compute hours, which could push costs up sharply. The company is also exploring alternatives like OpenAI. The article Amazon engineers are reportedly distilling Anthropic models to cut costs before new token-based pricing kicks in appeared first on The Decoder .

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Amazon engineers are reportedly distilling Anthropic models to cut costs before new token-based pricing kicks in