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Hacker News AILLMs

Another estimate of the productivity gains from AI

Article URL: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6663038 Comments URL: https://news.ycombinator.com/item?id=48559519 Points: 1 # Comments: 0

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Hacker News AILLMs

Z.ai GLM 5.2

Article URL: https://huggingface.co/zai-org/GLM-5.2 Comments URL: https://news.ycombinator.com/item?id=48559385 Points: 4 # Comments: 1

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WiredBusiness

‘Dangerous’ AI Models Are Coming No Matter What

The US government crackdown on Anthropic’s Claude Fable 5 and Mythos 5 hides a glaring truth: AI models with advanced hacking capabilities will soon be the norm.

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‘Dangerous’ AI Models Are Coming No Matter What
VentureBeat

Stanford's DeLM cuts multi-agent task costs 50% — without a central orchestrator

One of the assumptions behind today’s AI frameworks is that agents require a “boss” at the center; this orchestrator runs the show, routes requests, and makes sure the whole system doesn’t descend into chaos. That assumption may be wrong, and the cost of carrying it could be measured in inference dollars and coordination latency. A new Stanford framework called a decentralized language model, or DeLM, is built on the premise that agents can coordinate directly, without routing every update throu

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Stanford's DeLM cuts multi-agent task costs 50% — without a central orchestrator
AWS Machine Learning Blog

Parallelize speculative decoding with P-EAGLE on Amazon SageMaker AI

This post walks you through how to use P-EAGLE directly within Amazon SageMaker AI. It will demonstrate how to select a compatible model from the SageMaker JumpStart catalog, configure the parallel drafting specifications, and deploy a highly optimized real-time SageMaker AI endpoint to accelerate your generative AI applications.

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Hacker News Ask

Ask HN: How do you stay at the bleeding edge of AI tooling?

HN is great, especially compared to reddit (unless i'm missing the best subreddits?), but even here there's comments from people who don't know how to ride a bike pontificating about how useless/dangerous/etc bikes are and telling me how important it is not to forget how to run. where's the forum for bicycle enthusiasts? there's undoubtedly a lot of good harnesses and tooling squirreled away on self-hosted git repos, and that's the crowd i want to chew the fat with examples of the type of perspe

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OpenClaw Commits

fix(openai-completions): guard string assistant content in transform …

<pre style='white-space:pre-wrap;width:81ex'>fix(openai-completions): guard string assistant content in transform + tool-history (#93681) When an assistant message's `content` is a raw string at runtime (JSONL transcript replay passes it through even though the type declares an array), the OpenAI-compatible completions path crashes: - `transformMessages` called `assistantMsg.content.flatMap(...)` -> `TypeError: ... .flatMap is not a function` (first crash, always hit). - Two `hasToolHistory` hel

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OpenClaw Commits

fix(context-engine): avoid turn-maintenance lane livelock (#93727)

<pre style='white-space:pre-wrap;width:81ex'>fix(context-engine): avoid turn-maintenance lane livelock (#93727) * fix(context-engine): resolve deferred turn-maintenance livelock Co-authored-by: Vishnu <268122714+baghvn@users.noreply.github.com> * fix(clownfish): address review for gitcrawl-451-autonomous-terminal-gap (1) Co-authored-by: Vishnu <268122714+baghvn@users.noreply.github.com> * fix(clownfish): address review for gitcrawl-451-autonomous-terminal-gap (1) Co-authored-by: Vishnu <26812271

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Hacker News: Show HN

Show HN: Skill Atlas – Local, visual IDE for Agentic Skills (BYOK, no back end)

Skill Atlas is a standalone, serverless IDE designed specifically to solve this problem. It parses your entire skill repository and automatically constructs a visual Directed Acyclic Graph (DAG). By treating your agent's instructions as a compiled dependency tree, Skill Atlas allows you to: Visually map the execution path and dependencies between different LLM instructions. Ensure strict compliance with Anthropic and OpenAI guidelines for atomic, composable skills. Safely edit markdown skills in

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OpenClaw Commits

fix(gateway): surface codex app-server returned failures (#93665)

<pre style='white-space:pre-wrap;width:81ex'>fix(gateway): surface codex app-server returned failures (#93665) * fix(gateway): surface codex app-server returned failures * fix(auto-reply): retain codex app-server failures * fix(agents): mark codex completion timeouts terminal --------- Co-authored-by: Alex Tang <tangli1987118@hotmail.com> Co-authored-by: Vincent Koc <25068+vincentkoc@users.noreply.github.com></pre>

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Hacker News: Show HN

Show HN: A policy gate that runs before your AI coding agent's tool calls

As a Security Engineer with over 10+ years in industry, I kept running into the same problem with coding agents: Instructions are not guarantees. I put guidance in `CLAUDE.md`, `AGENTS.md`, memory files, MCP descriptions, and tool documentation. I explicitly told the agent things like: * Use the code graph for architecture questions instead of grepping the repository. * Do not use deprecated APIs or Unsafe code. * Prefer specific tools for specific tasks. The agent would still ignore those instr

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Hacker News: Show HN

Show HN: Silver Music Notifier – get notified about your artists' new releases

I always seem to miss new albums from music artists I like, and I haven't been happy with any existing services (they either cost $ or only work with Spotify, which doesn't have all the artists I listen to). So I built a simple tool to pull data from MusicBrainz for whatever artists you want. It runs entirely locally (sqlite db) and can be used as a CLI (also works well with agents) or with a local web UI. It can optionally notify you with emails, or you can just check it periodically. I've alre

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The Guardian AIBusiness

France to ditch Palantir’s AI data tools in favour of domestic provider

<p>Move to ChapsVision is to avoid ‘strategic dependencies’, says PM amid concern about reliance on US-controlled tools</p><p>France’s domestic intelligence service is to ditch AI data tools from the US tech company Palantir in favour of a domestic provider in an effort to avoid “strategic dependency”, the prime minister, Sébastien Lecornu, has said.</p><p>“We must use our own AI models; we cannot accept new strategic dependencies in ‌the digital sphere,” Lecornu posted on social media. “We cann

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France to ditch Palantir’s AI data tools in favour of domestic provider
Hacker News: Show HN

Show HN: Microlearning apps with a TikTok-style feed to beat doomscrolling

I wanted to kick my doomscrolling habit, so I built a microlearning app that uses a TikTok-style algorithm, same addictive feed mechanics, but you actually learn something. I started with a general version, Scroll: Daily Microlearning (microlearning.usescroll.app), but quickly realised it works better when focused on a single topic. So I split it into: Scroll: Personal Finance ( https://finance.usescroll.app ) Scroll: Learn AI ( https://ai.usescroll.app ) Scroll: Daily Microlearning ( https://mi

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The Verge

Apple 2027 rumors: AirPods with cameras for AI and the second folding iPhone

Now that we're clear of WWDC and all of the new AI-powered features coming to Apple's platforms, Bloomberg reporter Mark Gurman has more details about rumored new hardware, like the camera-equipped AirPods he'd previously written about. He says they are currently on schedule for a late 2027 launch, and that while we're checking out beta […]

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Apple 2027 rumors: AirPods with cameras for AI and the second folding iPhone
Hacker News: Show HN

Show HN: Kintsugi – a local-first safety net for AI agents and humans

AI coding agents now run real shell commands on your machine — rm -rf, git push --force, DROP TABLE, dd, writes straight to disk. Almost always that's fine. The one time it isn't (a hallucinated path, a prompt-injected instruction, a confident wrong guess) there's no undo and you find out after. Kintsugi sits between the agent and your system. It catches the dangerous command before it runs, explains it in one plain sentence, makes destructive actions reversible with a snapshot, and writes every

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Lawfare (AI Policy)Regulation

The Next Semiconductor

<p>Biomanufacturing data is a critical strategic asset, and the U.S. is failing to use it.</p>

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The Verge

Qualcomm’s latest chip hints that more powerful smart glasses could be on the way

Smart glasses are still a nascent category, but chipmaker Qualcomm is hard at work upgrading the silicon to power the next wave of XR devices: the Snapdragon Reality Elite. Although Qualcomm is announcing the chip today at Augmented World Expo, we've technically already gotten a hands-on with a device powered by the new chip at […]

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Qualcomm’s latest chip hints that more powerful smart glasses could be on the way
UX Planet

Loading Animation Design with Claude Code

If you want to craft an impressive, Dribbble-like animation for your website, like the one I’ve shared below, and don’t want to spend… Continue reading on UX Planet »

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Loading Animation Design with Claude Code