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Hacker News: Show HN

Show HN: H5i-Python: Python SDK for Programmable Multi-Agent Orchestration

h5i-python is the Python SDK for the h5i orchestra engine. This SDK lets you define and execute multi-agent coding workflows across Claude Code, Codex, and other runtimes as ordinary Python programs. Comments URL: https://news.ycombinator.com/item?id=48927933 Points: 2 # Comments: 0

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VentureBeat AIBusiness

Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents

Across 101 enterprises, agent orchestration is consolidating onto model-provider platforms — Anthropic’s Claude leads by a wide margin — chosen for the gravity of the underlying model and judged on reliable multi-step execution. But the ambition runs well ahead of the reality: most deployed “agents” are still chatbot wrappers, the control plane enterprises expect is deliberately hybrid to avoid lock-in, and real-time fiscal control over token burn remains the exception. This wave of VentureBeat

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Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents
Hacker News Ask

Ask HN: Is page 2 HN better?

Just wondering whether others have the same impression: are the articles better on the second page of HN? The front page is basically AI and associated slopationalism while the second (and further) pages are more down to earth and worth investigating. Comments URL: https://news.ycombinator.com/item?id=48927922 Points: 6 # Comments: 2

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Hacker News LLMLLMs

LLM Networking with MikroTik

Article URL: https://blog.greg.technology/2026/07/14/llm-networking-with-mikrotik.html Comments URL: https://news.ycombinator.com/item?id=48927915 Points: 1 # Comments: 0

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Hacker News AILLMs

Three Years of AI on Steam

Article URL: https://fragwyz.substack.com/p/three-years-of-ai-on-steam Comments URL: https://news.ycombinator.com/item?id=48927677 Points: 2 # Comments: 0

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Hacker News AILLMs

AI Is Bayesian Evidence That We Live in a Simulation

Article URL: https://jamesfbaker.substack.com/p/ai-is-bayesian-evidence-that-we-live Comments URL: https://news.ycombinator.com/item?id=48927573 Points: 5 # Comments: 0

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Hacker News: Show HN

Show HN: Pullboard – a work queue for agents, built to run a quant desk

Hello HN. Pullboard ( https://pullboard.dev/ ) is the shared place work lives. You talk to one agent about what you want, and the rest of the fleet can organize around the resulting work without manually dispatching every task or re-explaining the context and any other in-flight work. It helps keep agents coherent. I run a small quantitative trading operation with a fleet of coding agents, and I originally built Pullboard to manage high-velocity work across complex projects. With Pullboard and a

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Hacker News AILLMs

Speculative Growth and the AI "Bubble" [pdf]

Article URL: https://economics.mit.edu/sites/default/files/2026-07/speculative_growth_AI_public.pdf Comments URL: https://news.ycombinator.com/item?id=48927409 Points: 48 # Comments: 55

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The Verge AIBusiness

xAI sues a man for using Grok to generate CSAM ‘deepfakes’

The Elon Musk-owned xAI is suing a South Carolina man who allegedly used the company's Grok AI chatbot to generate child sexual abuse material (CSAM). In a lawsuit reported earlier by Reuters, xAI claims Terry Wayne Harwood "knowingly and intentionally used Grok to circumvent safeguards, alter nonconsensual images, and generate and distribute CSAM," breaching the […]

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xAI sues a man for using Grok to generate CSAM ‘deepfakes’
VentureBeat

Thinking Machines open sources first multimodal language model, Inkling, focused on low cost and 'resistance to censorship'

Enterprises looking to move more of their agentic AI workloads to open weights models they can customize, control and run on-premises or in virtual private clouds have a strong new contender to consider. Today, Thinking Machines—the highly capitalized American AI startup founded by former OpenAI CTO Mira Murati— released Inkling , its first major language model under an enterprise-friendly Apache 2.0 open source license , and it boasts high, if sub state-of-the-art, performance for open weights

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Thinking Machines open sources first multimodal language model, Inkling, focused on low cost and 'resistance to censorship'
Hacker News AILLMs

Must actively fund open source AI [pdf]

Article URL: https://www.siegelendowment.org/wp-content/uploads/2026/07/fortune-david-siegel-open-source-ai.pdf Comments URL: https://news.ycombinator.com/item?id=48927095 Points: 2 # Comments: 0

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DataRobot Blog

AI agent governance at scale: from 5 agents to a 500-agent workforce

Governing 5 agents is a review process. Governing 500 agents is an infrastructure problem. Manual reviews and team-level approvals work when a handful of agents are visible and closely watched. Once agents spread across business units, tools, and environments, that oversight breaks down. Enterprises need an AI agent governance model that includes centralized identity, reusable... The post AI agent governance at scale: from 5 agents to a 500-agent workforce appeared first on DataRobot .

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AI agent governance at scale: from 5 agents to a 500-agent workforce
Hacker News Ask

Ask HN: Who build production apps with out seeing code?

Cursor now defaults to agentic mode with no code editor at all, which got me wondering: who is writing or who is building production-grade apps with actual real user traction without ever seeing the code? I can't imagine doing that. At least right now, in the current technology, it's too risky. Are there real examples of people building and shipping real products without ever needing the code editor? Just to clarify, 99% of our code is written by AI, but it's helpful to have the code editor so w

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Hacker News AILLMs

I Built an AI Slop Machine

Article URL: https://cmart.blog/slop-machine/ Comments URL: https://news.ycombinator.com/item?id=48926981 Points: 1 # Comments: 0

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Hacker News FrontTools

Grok Build is open source

Article URL: https://x.ai/open-source Comments URL: https://news.ycombinator.com/item?id=48926841 Points: 20 # Comments: 4

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Hacker News AILLMs

SQL vs. Sparql in the Age of AI: Which One Works in Enterprises?

Article URL: https://medium.com/timbr-ai/sql-vs-sparql-in-the-age-of-ai-which-one-actually-works-in-enterprises-b2f4af155d96 Comments URL: https://news.ycombinator.com/item?id=48926836 Points: 1 # Comments: 0

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Hacker News AILLMs

Are "no AI" disclaimers necessary?

Article URL: https://blog.basementcommunity.com/are-no-ai-disclaimers-really-necessary/ Comments URL: https://news.ycombinator.com/item?id=48926830 Points: 1 # Comments: 1

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Hacker News AILLMs

X402 Foundation to Standardize Internet Payments for AI Agents

Article URL: https://techstrong.ai/articles/linux-foundation-launches-x402-foundation-to-standardize-internet-native-payments-for-ai-agents/ Comments URL: https://news.ycombinator.com/item?id=48926659 Points: 1 # Comments: 0

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Hacker News AILLMs

Microsoft CEO echoes Palantir CEO's warning on enterprise AI

Article URL: https://www.msn.com/en-us/money/other/microsoft-ceo-echoes-palantir-ceo-s-warning-on-enterprise-ai/ar-AA27VSu6 Comments URL: https://news.ycombinator.com/item?id=48926616 Points: 2 # Comments: 0

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

3 Questions: Neural transparency and the future of AI design

Assistant Professor Pat Pataranutaporn describes a new interface that lets everyday users glimpse inside an AI's neural network before their chatbot ever says a word.

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3 Questions: Neural transparency and the future of AI design
The Robot ReportRobotics

Walden Robotics launches at $1.1B valuation for general-purpose robots

Leading technology companies have invested in Walden Robotics, which emerged from stealth as it develops full-stack physical AI. The post Walden Robotics launches at $1.1B valuation for general-purpose robots appeared first on The Robot Report .

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Walden Robotics launches at $1.1B valuation for general-purpose robots
Hacker News OpenClaw

Show HN: OpenClaw for Your Health

Hey HN! I built https://withmurph.ai , an open-source personal health assistant to help you build healthy habits that actually stick. Everyone has something they want to improve, but it's way too hard to change your behavior. I've been using Murph myself for weeks, I've started a few sleep improvement experiments with Murph that've improved my deep sleep already, and run some challenges over group-text with friends. Murph has three key features 1) Talk to Murph on iMessage, Telegram, and Email a

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Dev.to

Stop Guessing Your AI Performance: The Professional Guide to Edge AI Benchmarking on Android

<p>If you have ever deployed a Large Language Model (LLM) or a complex computer vision model to an Android device, you have likely encountered the "Performance Paradox." On your high-end development workstation, the model runs with lightning speed. But on a user's mid-range device, the frame rate stutters, the device becomes uncomfortably warm, and the "intelligent" features suddenly feel sluggish.</p> <p>The reason is simple: <strong>Benchmarking on the edge is fundamentally different from benc

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The Verge

AI slop movies are the new direct-to-video cash grabs

This weekend, cinephiles across the world will march to their local theaters to feast their eyes on Christopher Nolan's new adaptation of The Odyssey. It's on track to rake in anywhere between $80-$100 million in just a few days. People are clearly excited to see how Nolan uses cutting-edge filmmaking tech to make the Homeric […]

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AI slop movies are the new direct-to-video cash grabs
VentureBeat

Amazon AGI director says AI agent reliability, not capability, is blocking enterprise deployment at VB Transform 2026

The enterprise AI industry has a math problem. Cisco data shows 85% of enterprises are piloting AI agents, but only 5% have shipped them to production. At VB Transform 2026 on Tuesday, Bryan Silverthorn , Director of AGI Autonomy at Amazon, explained why that gap persists — and why the answer isn't better benchmarks. Silverthorn, who joined Amazon through its acquisition of Adept AI and now leads multimodal agent training inside the company's AGI lab, argued that reliability must be broken into

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Amazon AGI director says AI agent reliability, not capability, is blocking enterprise deployment at VB Transform 2026