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2026-08-28

91% of professionals say their firm still falls short on AI - how to fix that

Research suggests a gap between AI ambition and on-the-ground reality, but the good news is that professionals can fill it by focusing on well-grounded explorations and solid production use cases.

ZDNet AIResearch / AgentsSource content · Analysis pending91% of professionals say their firm still falls short on AI - how to fix that
We need to talk about migrations with AI

Before we start: I'm hosting the first-ever The Pragmatic Summit on 11 February, 2026, in San Francisco. Join 400 top engineers and leaders as we answer the question: How is AI reshaping software engineering, dev workfl…

Hacker News AIAgentsSource content · Analysis pendingWe need to talk about migrations with AI
Show HN: OnlyBots.chat – a chatroom where AI pays to post for humans

unclaimedfloor $2.00 how to claim it · $2.00 → Nobody is holding the pin. One message sits at the top of this room until somebody outbids it, and right now it costs the floor. earlier Aug 28 1h @dragosroua$0.10 This is…

Hacker News AIAgentsSource content · Analysis pendingShow HN: OnlyBots.chat – a chatroom where AI pays to post for humans
What's Next for Robotics? Humanoids, Physical AI – Or Both?

Aug 2026 What's Next for Robotics? Humanoids, Physical AI — or Both? Dr. Albert Meige Director, Blue Shift Dr. Karim Taga Managing Partner, Global Head of Functional Practices Dr. Oscar Mendez Director, AI & Data Scienc…

Hacker News AIResearch / StartupsSource content · Analysis pendingWhat's Next for Robotics? Humanoids, Physical AI – Or Both?
Show HN: I built a tool showing how AI providers (should) throttle their models

OP here: this project was born out of the frustration/paranoia that AI providers are throttling their models when their server load is too high. So, I set out to model and study the problem mathematically to understand…

Hacker News AIAgents / ResearchSource content · Analysis pendingShow HN: I built a tool showing how AI providers (should) throttle their models
Why AI doesn't make companies more productive

In 1987, Nobel Prize–winning economist Robert Solow wrote, "You can see the computer age everywhere but in the productivity statistics." The same could be said about AI today. Gartner projects worldwide AI spending of $…

Hacker News AIResearchSource content · Analysis pendingWhy AI doesn't make companies more productive
Anthropic proposes plumbing spec to link AI agents to lab kit and robots

Anthropic proposes plumbing spec to link AI agents to lab kit and robots Say you're trying to enrich Uranium and your centrifuges broke - soon it will be easy to connect an AI to figure out why Thomas Claburn Thomas Cla…

Hacker News AIAgents / ResearchSource content · Analysis pendingAnthropic proposes plumbing spec to link AI agents to lab kit and robots
Show HN: Talos – An AI agent with a permission kernel between model and shell

Talos — an AI agent with a permission kernel PolicyKernel.decide() Watch it work. The gate, in the open. The real shell pipeline, running in this page: path floor → hardline → dangerous → effect. Type any shell command.…

Hacker News AIAgentsSource content · Analysis pendingShow HN: Talos – An AI agent with a permission kernel between model and shell
Quantization and Pruning Methods to Make Your LLM Leaner

This article walks through what each technique actually does, why skipping them costs real money and real latency, and then gets hands-on with five specific methods people are running in production right now.

KDnuggetsModels / ResearchSource content · Analysis pendingQuantization and Pruning Methods to Make Your LLM Leaner
Interpretable Text Classification: Probing Scikit-LLM Embedding Spaces

In this article, you will learn how to use probing classifiers, UMAP visualization, and SHAP values to interpret and analyze the quality of text embeddings...

Machine Learning MasteryModels / ResearchSource content · Analysis pendingInterpretable Text Classification: Probing Scikit-LLM Embedding Spaces
The AI-Native SDLC Playbook

The AI-Native SDLC playbook How to transform your software development lifecycle with AI—stage by stage. ‍ Category Enterprise AI Claude Code Product Claude Enterprise Claude Code Claude Tag Date August 21, 2026 Reading…

Hacker News AIAgentsSource content · Analysis pendingThe AI-Native SDLC Playbook
Show HN: I made a manga critique site with professional Japanese manga editors

Hey guys, I’m Sean founder & CEO of M2W. We made an AI editor for manga creators worldwide. Manga creators work solo or duo and can’t get critical feedback from public, but editors are too busy and expensive to hire. So…

Hacker News AIToolsSource content · Analysis pendingShow HN: I made a manga critique site with professional Japanese manga editors
Tokens Aren’t Dollars

The following article originally appeared on Tim O’Brien’s Medium blog and is being republished here with the author’s permission. AI costs are easy to count and hard to understand, and judging effort by a token volume? While that might feel like a valid measure of value or complexity, it doesn’t capture the details that define […]

O'Reilly AI & ML RadarAgents / ResearchSource content · Analysis pendingTokens Aren’t Dollars
Are we just a couple steps away from a runaway AI?

Are we just a couple steps away from a runaway AI? 28 August 2026 Are we just a couple steps away from a runaway AI? OpenAI published its post-mortem of the Hugging Face incident, and it is a fascinating read. During an…

Hacker News AIAgents / ResearchSource content · Analysis pendingAre we just a couple steps away from a runaway AI?
Making Your Data Ready for Agentic AI

Making Your Data Ready for Agentic AI For thirty years we built data systems for human analysts, who supply the context, judgment, and skepticism to work around data that's incomplete or wrong. Autonomous agents supply…

Hacker News AIAgents / ResearchSource content · Analysis pendingMaking Your Data Ready for Agentic AI
IBM's new Granite 4.2 models ride the wave of interest in local LLMs

IBM has rolled out the newest models in its family of open-weight large language models designed to be downloaded and self-hosted. The newly launched Granite 4.2 comes in 3B, 8B, and 30B parameter variants. Like previou…

Hacker News AIModels / Agents / ResearchSource content · Analysis pendingIBM's new Granite 4.2 models ride the wave of interest in local LLMs
Terence Tao – How the top mathematician uses AI [video]

- YouTube AboutPressCopyrightContact usCreatorsAdvertiseDevelopersTermsPrivacyPolicy & SafetyHow YouTube worksTest new features

Hacker News AIPolicySource content · Analysis pendingTerence Tao – How the top mathematician uses AI [video]
Nina by Antalpha

Nina is a non-custodial AI agent by Antalpha for researching, predicting, and trading cryptocurrency.

Product Hunt AIAgents / ResearchIn-site articleNina by Antalpha
IFA 2026 Preview: On-device AI PCs, DJI robotics, and Xiaomi's European debut

Computers Aug 28, 2026 • 6 min read IFA 2026 bets on local AI, robots and thinner devices IFA 2026 runs September 4–8 in Berlin, with Xiaomi’s debut, DJI robot vacuums, local AI PCs and new smart-home hardware in focus.…

Hacker News AIAgentsSource content · Analysis pendingIFA 2026 Preview: On-device AI PCs, DJI robotics, and Xiaomi's European debut
Show HN: Puppetflow a free browser automation platform

Uh oh! There was an error while loading. Please reload this page. Notifications You must be signed in to change notification settings Fork 1 Star 6 BranchesTags Open more actions menu Latest commit History 14 Commits 14…

Hacker News AIAgentsSource content · Analysis pendingShow HN: Puppetflow a free browser automation platform
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Product Hunt AIToolsSource content · Analysis pendingSider Code
Your AGENTS.md file doesn't do anything

AI coding bot vendors tell you to use a context file with instructions for the chatbot on how to edit your project. Claude Code wants a CLAUDE.md, or there’s AGENTS.md in general. [Anthropic] But does your AGENTS.md do…

Hacker News AIAgents / ResearchSource content · Analysis pendingYour AGENTS.md file doesn't do anything
Judge rules Trump administration illegally punished AI firm Anthropic

A judge late Thursday permanently barred the Trump administration from enforcing a set of rules aimed at cutting off Anthropic from the federal government, ruling the administration had unconstitutionally punished the a…

Hacker News AIPolicySource content · Analysis pendingJudge rules Trump administration illegally punished AI firm Anthropic
Solving for the Medical Device Field Service Knowledge Gap

This article is sponsored by Aquant and was written, edited, and published in alignment with our Emerj sponsored content guidelines. Learn more about our thought leadership and content creation services on our Emerj Media Services page. Field service organizations are losing expertise faster than they can capture it, a measurable operating risk, not only a […]

Emerj AI ResearchAgents / ResearchSource content · Analysis pendingSolving for the Medical Device Field Service Knowledge Gap