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OpenClaw Commits

test(doctor): isolate Claude CLI health checks (#122627)

<pre style='white-space:pre-wrap;width:81ex'>test(doctor): isolate Claude CLI health checks (#122627) Amp-Thread-ID: https://ampcode.com/threads/T-019fee8d-665d-707b-a380-23f2a6a1ce03 Co-authored-by: Amp <amp@ampcode.com></pre>

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OpenClaw Commits

improve(gateway): compose live session stress probes (#122519)

<pre style='white-space:pre-wrap;width:81ex'>improve(gateway): compose live session stress probes (#122519) * test(gateway): compose live session stress probes Amp-Thread-ID: https://ampcode.com/threads/T-019feaaa-c7ed-769e-9f29-a3612bec72e7 * fix(ai): resume after Responses compaction checkpoints Amp-Thread-ID: https://ampcode.com/threads/T-019feaaa-c7ed-769e-9f29-a3612bec72e7 * test(gateway): compose multi-session subagent probes Amp-Thread-ID: https://ampcode.com/threads/T-019feaaa-c7ed-769e-

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Product Hunt — The best new products, every day

Munder Difflin

<p> Make clones with Claude Code and Codex to do your work </p> <p> <a href="https://www.producthunt.com/products/munder-difflin?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/1221363?app_id=339">Link</a> </p>

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Meta Engineering

How We’re Building Scam Alert on WhatsApp With End-to-End Encryption and Verifiability Guarantees

WhatsApp is committed to helping people stay safe while protecting the privacy of their messages. As scam tactics evolve — from impersonation to social engineering to AI-generated lures — we’re always evolving as well, so that our protections stay ahead of scammers while protecting people’s personal messages with end-to-end encryption. Today, we’re sharing an early [...] Read More... The post How We’re Building Scam Alert on WhatsApp With End-to-End Encryption and Verifiability Guarantees appear

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How We’re Building Scam Alert on WhatsApp With End-to-End Encryption and Verifiability Guarantees
Marketing Artificial Intelligence Institute

LinkedIn Is Policing AI Slop, So Time to Reset

<div class="hs-featured-image-wrapper"> <a href="https://www.marketingaiinstitute.com/blog/linkedin-policing-ai-slop" title="" class="hs-featured-image-link"> <img src="https://www.marketingaiinstitute.com/hubfs/MAII%20podcast%20blog%2c%20811.png" alt="LinkedIn Is Policing AI Slop, So Time to Reset" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"> </a> </div> <p style="font-weight: bold;">LinkedIn just introduced a new option for users: "

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The Verge AIBusiness

Of course the ChatGPT dog cancer vaccine spawned a startup

Remember that much-hyped story about an Australian tech entrepreneur using ChatGPT, Grok, and other AI tools to craft a personalized cancer vaccine for his dog? Well, surprise: He's launched a startup. That entrepreneur is Paul Conyngham, who says he is launching Gamgee to offer "personalised mRNA cancer vaccines for dogs." But his ambitions go well […]

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Of course the ChatGPT dog cancer vaccine spawned a startup
Hacker News Show

Show HN: Hallucinote, integrating Ableton and Claude Code

Hey HN! This is the first public release of Hallucinote, an integration of Claude Code and Ableton Live. Hallucinote helps with the entire lifecycle of songwriting, including ideation, instrumentation, harmony, rhythm (including microtiming), arrangement, mixing, and production. Hallucinote is focused on assisting songwriting, not doing it for you. Key features: - Git-first representation of songs, using Ableton as an audio rendering and performance capture surface - A decision log for each song

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Machine Learning Mastery Blog

Retrieval vs. Memory in Agentic AI Systems

In this article, you will learn the conceptual and practical differences between retrieval and memory in agentic AI systems, and how to combine both effectively....

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Retrieval vs. Memory in Agentic AI Systems
The Robot ReportRobotics

Celona launches Orion agentic wireless platform built for physical AI and robotics

Celona launched Celona Orion, a unified agentic platform merging private 5G, Wi-Fi, cellular, and satellite into one network for physical AI. The post Celona launches Orion agentic wireless platform built for physical AI and robotics appeared first on The Robot Report .

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Celona launches Orion agentic wireless platform built for physical AI and robotics
The Verge AIBusiness

Grok is now an AI ‘teammate’ you can assign work

SpaceXAI has introduced Grok Bot, an always-on AI agent service designed to behave like independent "AI teammates" that can do your work for you. The bots share their own cloud-based computer environment, and can sign into apps, tools, and websites you already use to complete multi-step workplace tasks, only coming back when their assigned work […]

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Grok is now an AI ‘teammate’ you can assign work
The Hacker NewsSecurity

OpenAI, Anthropic, Google API Flaw Let Weaker AI Models Decode Stronger Models' Reasoning

A newly disclosed flaw in the way OpenAI, Anthropic, and Google carried hidden AI reasoning between API calls let researchers recover internal reasoning and secrets from session logs, including API keys and passwords. The weakness affected encrypted reasoning objects used by the providers' reasoning APIs, where a block created in one session could be replayed into another and, during testing,

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OpenAI, Anthropic, Google API Flaw Let Weaker AI Models Decode Stronger Models' Reasoning
Hubspot

AI search visibility ROI: How to measure what matters (& ignore what doesn’t)

<div class="hs-featured-image-wrapper"> <a href="https://blog.hubspot.com/marketing/ai-search-visibility-roi" title="" class="hs-featured-image-link"> <img src="https://53.fs1.hubspotusercontent-na1.net/hubfs/53/ai%20search%20visibility%20roi%20featured.png" alt="how to calculate AI Search Visibility ROI" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"> </a> </div> <p>As long as there has been commerce, there have been questions. First, t

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IEEE Spectrum AIResearch

Pakistani Judges Give Their Verdict on JudgeGPT

Judges around the world have made headlines for illicitly using generative AI in their work. But in Pakistan, a large-scale trial of a specially designed AI tool for judges found the technology—together with appropriate training–boosted the number of cases resolved by 6.3 percent with no obvious drop in the quality of judgments. With a backlog of 2.26 million cases and fewer than two judges per 100,000 people—compared to 22 in the EU and eight in Brazil—Pakistan’s judiciary was in sore need of h

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Pakistani Judges Give Their Verdict on JudgeGPT
The Robot ReportRobotics

DAF Trucks to integrate Einride Driver to scale autonomous electric freight

Einride is integrating its self-driving software with PACCAR unit DAF Trucks and research at TNO to advance safe autonomous trucking. The post DAF Trucks to integrate Einride Driver to scale autonomous electric freight appeared first on The Robot Report .

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DAF Trucks to integrate Einride Driver to scale autonomous electric freight
The Guardian AIBusiness

AI was supposed to destroy jobs. Where’s the carnage?

<p>The AI jobs apocalypse never showed up. Still, jobs are changing and economists expect more to come</p><p>The prediction was stark: <a href="https://www.theguardian.com/technology/artificialintelligenceai">artificial intelligence</a> advancements would wipe out jobs en masse. “Half” of all entry-level white collar jobs would vanish, Anthropic’s CEO, Dario Amodei, said in May 2025. A month later, OpenAI’s CEO, <a href="https://www.theguardian.com/technology/sam-altman">Sam Altman</a>, went fur

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AI was supposed to destroy jobs. Where’s the carnage?
Google Developers

Mastering Edge AI on Raspberry Pi with LiteRT and Gemma

Deploying secure, real-time Edge AI on Raspberry Pi is now simplified using LiteRT and lightweight Gemma open models. LiteRT optimizes CPU and GPU performance, delivering fast token speeds for models like Gemma4, enabling real-time local reasoning for robotics. Developers can quickly convert, quantize, and run these models using the lightweight LiteRT CLI tool. Support for Hailo AI accelerators is also coming very soon.

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Schneier on Security

Prompt Injections for Defense

This seems to work : Researchers from Tracebit on Monday said they found that placing prompt injections alongside passwords, cryptographic keys, and other secrets stored on Amazon Web Services was often all that was needed to shut down attacks from AI hacking agents. The prompts direct the attacking LLM to perform an action forbidden by its guardrails, the safety barriers AI developers erect to prevent it from taking harmful actions. The LLM responds by shutting down. Examples are a prompt that

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WiredBusiness

You’re Thinking About Online Trends All Wrong

From pessimism around dating to AI reshaping culture, cyber-ethnographer Ruby J. Thelot tells WIRED why people are putting too much stock into things that go viral.

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You’re Thinking About Online Trends All Wrong
Product HuntTools

Chiplab

<p> Test firmware on a virtual chip with no hardware needed </p> <p> <a href="https://www.producthunt.com/products/chiplab?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/1221147?app_id=339">Link</a> </p>

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Hacker News: Launches

Launch HN: Discovered Materials (YC P26) – AI agents to discover new materials

Hey HN, we're Advaith and Akash from Discovered Materials ( https://discoveredmaterials.com/ ). We build AI agents that discover new materials for the semiconductor industry. GPUs today have a heat problem. Nvidia & AMD are almost doubling the TDP (Thermal Design Power) in every chip they release - the H100 (released 2022) has a TDP of 700W, Blackwell (2024) gives out 1.2 kW and Rubin (2026) gives out at 2.3 kW of heat. This trend is expected to continue, and getting rid of this heat is one of t

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Hacker News Ask

How do you decide that an agent's output is good enough to stop iterating?

You may know the anegdote of Henry Kissinger. He asked Winston Lord to prepare a document. Each time Winston handed him the document, he asked, “Is this the best you can do?” He finally started to read it only when Winston said "yes". With AI it is easy to work like that, but hard to decide when to stop and we can fall in an infinite loop. Curious to know what your approaches on that point? Comments URL: https://news.ycombinator.com/item?id=49268922 Points: 1 # Comments: 1

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Hacker News Ask

I solved 823 LeetCode problems by age 18. Here is why LeetCode is broken

I’m 18, and I’ve recently solved my 823rd problem on LeetCode with a 430+ day streak. After a year of doing this every single day, I can confidently tell you: LeetCode is a dry platform for micro-optimization, and it has almost nothing to do with real software education. It shouldn't, but it's a problem. The biggest flaw is the learning loop. When you encounter a new architectural or algorithmic concept, you are forced to break your flow. You have to leave the platform, read abstract documentati

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Hacker News Ask

Thesis for AI Recursion

I have created a thesis on AI recursion using AI, and need critiques. Comments URL: https://news.ycombinator.com/item?id=49268808 Points: 1 # Comments: 1

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Vercel Blog

DeepSeek V4 Pro now runs updated weights on AI Gateway

DeepSeek V4 Pro now runs on updated weights on AI Gateway. They are used by default when you call deepseek/deepseek-v4-pro , so existing requests pick them up with no change to the model ID or your code. To use the updated DeepSeek V4 Pro, set model to deepseek/deepseek-v4-pro-0813 in the AI SDK . AI Gateway will route to providers with the new weights: To run V4 Pro in a coding agent, use vercel ai-gateway coding-agents setup to connect your agents to AI Gateway, then select deepseek/deepseek-v

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