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Hubspot

CRM data migration: A practical process overview

<div class="hs-featured-image-wrapper"> <a href="https://blog.hubspot.com/marketing/crm-data-migration" title="" class="hs-featured-image-link"> <img src="https://53.fs1.hubspotusercontent-na1.net/hubfs/53/Title%20(8)-1.png" alt="A robotic arm hands a rolled up piece of paper to another arm with data imagery in the corner, symbolizing CRM data migration" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"> </a> </div> <p>CRM data migration is

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The Guardian AIBusiness

Musk’s xAI sues user who allegedly used Grok to create child sexual abuse material

<p>Case is one of first brought by an AI company against a user ⁠for allegedly using a tool to generate child abuse material</p><p>Elon Musk’s artificial-intelligence startup xAI has sued a South Carolina man arrested ⁠earlier this year on charges of sexually exploiting minors, alleging he misused the company’s AI system Grok to ⁠create child sexual abuse ⁠material.</p><p>xAI ​alleged in the lawsuit, filed in federal court in Texas on Tuesday, that Terry Harwood violated the company’s ⁠terms of

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Musk’s xAI sues user who allegedly used Grok to create child sexual abuse material
Hacker News LLMLLMs

Pressure Point: Realtime LLM for Games

Article URL: https://iconicgames.io/blog/pressure-point/ Comments URL: https://news.ycombinator.com/item?id=48935539 Points: 2 # Comments: 0

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The Guardian AIBusiness

Brain implant helps paralysed man to feed himself and drink from cup

<p>Keith Thomas can move arms and hands, and feel sensation of touch after ‘double neural bypass’ and months of training</p><p>A man who was paralysed from the chest down in a swimming accident six years ago has been able to feed himself and drink from a cup thanks to a brain implant that bypasses his spinal cord injury.</p><p>Keith Thomas of Massapequa, New York, could not lift his arms off his wheelchair when he agreed to trial the technology in 2021, but after surgery to implant electrodes in

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Brain implant helps paralysed man to feed himself and drink from cup
Towards Data Science - Medium

Context Engineering for RAG Question Parsing: From a Raw Question to Typed Fields That Steer Retrieval and Generation

Enterprise Document Intelligence [Vol.1 #6quater] - Question parsing takes one messy string and writes four typed pieces, each read by a different downstream call The post Context Engineering for RAG Question Parsing: From a Raw Question to Typed Fields That Steer Retrieval and Generation appeared first on Towards Data Science .

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Simon WillisonLLMs

Mermaid to ASCII art (mermaid-ascii)

<p><strong>Tool:</strong> <a href="https://tools.simonwillison.net/mermaid-ascii">Mermaid to ASCII art (mermaid-ascii)</a></p> <p>After building the <a href="https://simonwillison.net/2026/Jul/16/grok-mermaid/">Mermaid to ASCII tool based on Grok Build's Rust code</a> I learned that there's an older, more fully-featured Go library called <a href="https://github.com/AlexanderGrooff/mermaid-ascii">AlexanderGrooff/mermaid-ascii</a> that implements a similar pattern, so I had Claude Fable 5 compile

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Hacker News Ask

I'd prefer to avoid AI comments on Reddit and HN

We're all experiencing it. Are you replying to AI right now? So I was thinking. The LLMs solve problems. Compulsively. I'm wondering about leaving problems behind in comments that are slightly human-time-consuming. If the comment-replier solves it then blergh you're chatting with AI. If the entity didn't detect the puzzle or couldn't be arsed solving it, then hey maybe you're talking with a real person. Ok, any measure like this is only temporarily effective. I'm trying it out with a reddit thre

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Hacker News 最佳

Kimi K3: Open Frontier Intelligence

https://www.kimi.com/en Kimi K3 Intelligence, Performance & Price Analysis: https://artificialanalysis.ai/models/kimi-k3 Comments URL: https://news.ycombinator.com/item?id=48935342 Points: 1197 # Comments: 746

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Hacker News: Show HN

Show HN: Nous – give GTM agents one context graph across your tools

We built this because deploying more agents did not make our GTM better, it made it worse. Every agent started from scratch each session and took six tool calls for the same prospect across CRM, inbox, and notetaker, often with conflicting results. Since nothing carried over between sessions, agents never became more reliable over time. Nous is a context layer beneath your agents that turns each touchpoint into a structured observation linked to the right person and company. It derives claims, w

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Hacker News: Show HN

Show HN: QBasic Gorillas (Repeeled)

I've found the most engaging way to practice techniques for AI-assisted development and test models is to build fun side projects in vanilla JS. I spent many hours playing (and studying and editing) QBasic Gorillas, and this is a vanilla JS implementation using Fable and Opus. Play 1-on-1 hotseat or against the computer. A bit of extra camera snazz as well. Comments URL: https://news.ycombinator.com/item?id=48935176 Points: 1 # Comments: 1

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Schneier on Security

Protecting Privacy in an AI Era

Daniel Solove argues in the Wall Street Journal (alternate link ) that giving people control of their personal data is not an effective way to regulate privacy in this era. Instead, we need to hold companies accountable for their actions, similar to what we do with food and drug companies. Measures such as rigorous data minimization, fiduciary duties, liability for negligent or reckless technological design, liability for algorithms that cause harm, and multi-stakeholder review of technologies w

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Hacker News: Show HN

Show HN: Algotrek – Algorithms visualized, problem shape shifting and a tutor

I created the kind of product that would actually help me pass the coding round. Never in my life have I ever advanced past the coding round. Couldn't do it to save my life. But now, I have a tutor who can explain and morph problems and explain them to me in a smooth brained way until I get it. Since the visuals also follow the tutors explanation, I can iterate until a DSA pattern sticks and solution patterns are easy for my brain to reproduce when in the hot seat. Try it out, find a problem tha

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DataRobot Blog

Delegation chains, the confused deputy, and the protocols you actually deploy

Delegation chains, the confused deputy, and the protocols you actually deploy Agents rarely act alone. A user asks an agent to do something. The agent calls a tool. The tool calls another agent. By the time work gets done, three or four actors have touched the request, each acting on behalf of the one before... The post Delegation chains, the confused deputy, and the protocols you actually deploy appeared first on DataRobot .

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Delegation chains, the confused deputy, and the protocols you actually deploy
Hacker News: Show HN

Show HN: Estratos – stacked memory system for AI assistants

When collaborating as a (mostly) non-technical team, each of us uses our own AI assistants like Cowork and Codex. The problem we kept hitting is that there's no "multiplayer mode" for assistants, that share project knowledge. Today we're rolling out Estratos at https://estratos.ai Estratos gives teams shared memory layers for their AI assistants. * Stacked memories * The layers part may be a bit specific to us, so I'm very keen to get feedback. The way we work, we set up the "house rules" for al

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Hacker News: Show HN

Show HN: ChatGPT is finally good for frequent travelers

If you’re like me, you thought this should have been a solved problem around the GPT3.5 era. Here we are with 5.6 sol and AI still babbles on with irrelevant travel advice. The missing piece has been travel context. You share context for your code, your healthcare, your finances, all the things. But sharing all the context that shapes you as a traveler is really challenging. Gondola allows you to finally share your travel context - making it instantly available to any AI client. It’s loyalty awa

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Hacker News: Show HN

Show HN: Mac App to turn your computer into a hands-off coding agent

Demo Video: https://youtu.be/lgE5c8tCuys I have multiple GitHub repos to manage. I realized lately that I am the bottleneck for the speed of development on my repos - because I need to manually use Claude/Antigravity to code them up one by one. The only way was to take GitHub Copilot subscription which is an additional expense and limits which models I can use. So, I built Caider, which lets you stay in GitHub issues interface while using your local AI agents to code on them. No need to open Cla

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The DecoderBusiness

Sakana AI's orchestrator adds Nvidia Nemotron to prove "collective intelligence" can rival single frontier models

Sakana AI is integrating Nvidia's open-source Nemotron models into its Fugu orchestrator, which dynamically combines multiple language models for specific tasks. The core argument: Open models only become competitive with Frontier systems when used in a coordinated manner. However, the announcement does not yet provide specific benchmark figures for the new combination. The article Sakana AI's orchestrator adds Nvidia Nemotron to prove "collective intelligence" can rival single frontier models a

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Sakana AI's orchestrator adds Nvidia Nemotron to prove "collective intelligence" can rival single frontier models
Recurrent Neural Networks

Working with Pi Coding Agents

The most interesting thing about Pi isn't any single feature; it's that the project treats "what we didn't build" as documentation worth writing, which is rare enough on its own to take seriously.

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Working with Pi Coding Agents
Machine Learning

ExTernD: Expanded-Rank Ternary Decomposition Ternary LLM PTQ with Accuracy Approaching Any Quantization Level [P]

<!-- SC_OFF --><div class="md"><p><a href="https://arxiv.org/pdf/2607.13511">https://arxiv.org/pdf/2607.13511</a></p> <p>the core idea is, we cannot have ternary PTQ with fixed matrix size, trying to do that is dead end. so i tried decomposing the matrix to 2 ternary matrices and inner diagonal scaling matrix. now that the inner rank can be arbitrarily large the accuracy can be arbiratily small. and its not that it has to be very large too i also showed that it does take only slightly more vram

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Towards Data Science - Medium

How to Get the Most Out of Claude Fable 5

Maximize your Claude Fable 5 usage The post How to Get the Most Out of Claude Fable 5 appeared first on Towards Data Science .

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Simon WillisonLLMs

Quoting Linus Torvalds

<blockquote cite="https://lore.kernel.org/linux-media/CAHk-=wi4zC+Ze8e+p3tMv8TtG_80KzsZ1syL9anBtmEh5Z40vg@mail.gmail.com/"><p>I realize that some people really dislike AI, but this is an area where I'm willing to absolutely put my foot down as the top-level maintainer.</p> <p>Linux is not one of those anti-AI projects, and if somebody has issues with that, they can do the open-source thing and fork it.</p> <p>Or just walk away.</p> <p>AI is a tool, just like other tools we use. And it's clearly

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The Robot ReportRobotics

Xpanner rolls out X1 Panel Lift for automated solar panel installation

X1 Panel Lift uses existing excavators and a single workflow so solar installation crews can focus on alignment, fastening, and quality. The post Xpanner rolls out X1 Panel Lift for automated solar panel installation appeared first on The Robot Report .

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Xpanner rolls out X1 Panel Lift for automated solar panel installation