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2026-08-30

Show HN: Academa – Long-form STEM lecture videos generated by LLMs

Technical knowledge. Explained visually. Ask for something technical. Get a lecture video made for you in ~25 minutes. Or, enjoy our hand maintained content: Showing a preview of 66 lectures Duration 12:57 The Method of…

Hacker News AIModels / Research / StartupsSource content · Analysis pendingShow HN: Academa – Long-form STEM lecture videos generated by LLMs
Show HN: Manage coding norms across your AI agents

Notifications You must be signed in to change notification settings Fork 0 Star 1 BranchesTags Open more actions menu Latest commit History 48 Commits 48 Commits Folders and files NameName Last commit message Last commi…

Hacker News AIAgents / StartupsSource content · Analysis pendingShow HN: Manage coding norms across your AI agents
AI coding agents followed abandoned package references, 6K domains analyzed

hotSecurity Aug 30, 2026 • 3 min read AI coding agents followed abandoned package references Researchers found 120 unclaimed package or domain references across corporate llms.txt files. AI agents could use them to inst…

Hacker News AIModels / Agents / ResearchSource content · Analysis pendingAI coding agents followed abandoned package references, 6K domains analyzed
Why your boss doesn't seem to care about your tech career anymore

If you work in tech, your manager might still care about your career. They just might not have enough time to do much about it. Across tech, the Great Flattening has meant fewer managers overseeing larger teams and raci…

Hacker News AIStartupsSource content · Analysis pendingWhy your boss doesn't seem to care about your tech career anymore
Lowest-Latency Inference APIs for Voice and Realtime Agents: A Time to First Token TTFT-First Benchmark

Voice agents fail on latency long before they fail on intelligence. Time to first token is the metric most teams use to choose an inference API, and it is the right starting point and the wrong stopping point. This benchmark works through every layer of the voice stack — LLM, speech-to-text, text-to-speech, and speech-to-speech — using figures verified against primary sources on August 30, 2026, with each number labeled as independently measured, vendor-published, or vendor-measured on its own product. The post Lowest-Latency Inference APIs for Voice and Realtime Agents: A Time to First Token TTFT-First Benchmark appeared first on MarkTechPost.

MarkTechPostAgents / ModelsSource content · Analysis pendingLowest-Latency Inference APIs for Voice and Realtime Agents: A Time to First Token TTFT-First Benchmark
Debian community allows contributors to use AI

Debian votes to let contributors code with AI Disclosure optional, quality mandatory Simon Sharwood Simon Sharwood APAC Editor APAC Editor Published sun 30 Aug 2026 // 22:01 UTC MOST POPULAR security Researcher shows ho…

Hacker News AIResearchSource content · Analysis pendingDebian community allows contributors to use AI
Continuous Diffusion Language Models (CDLM's)

A flurry of recent activity in the space of continuous diffusion models for language, after a few years of relative dormancy, suggests that this approach is making something of a comeback. Fully discrete diffusion metho…

Hacker News AIModels / ResearchSource content · Analysis pendingContinuous Diffusion Language Models (CDLM's)
Google AI Introduces EnvHarness: A Programmable Layer That Turns Static Agent Environments Into Adaptive Training Worlds

Google Cloud AI Research, with Washington University in St. Louis and UNC Chapel Hill, has released EnvHarness, an Apache-2.0 layer that turns a static agent benchmark into one that adapts to the policy training on it. It wraps a frozen environment through the standard reset()/step() interface, so tasks and human-built verifiers stay untouched — and an LLM designer, EnvRigger, writes those wrappers automatically against flaws diagnosed in the agent's own rollouts. Across five benchmarks, mined skills gain up to 9.0 points on held-out tasks with 9.8% fewer execution steps. The post Google AI Introduces EnvHarness: A Programmable Layer That Turns Static Agent Environments Into Adaptive Training Worlds appeared first on MarkTechPost.

MarkTechPostAgents / Models / ResearchSource content · Analysis pendingGoogle AI Introduces EnvHarness: A Programmable Layer That Turns Static Agent Environments Into Adaptive Training Worlds
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Product Hunt AIToolsSource content · Analysis pendingProofrr
The XGBoost Vector-Leaf Model

Most decision trees store a single number in each leaf. This works naturally for ordinary regression, where a model predicts one value for every row. Many problems, however, require several related predictions at once:…

Hacker News AIResearchSource content · Analysis pendingThe XGBoost Vector-Leaf Model
Apple Caught Off Guard by AI Demand for Mac Mini and Mac Studio

Apple Caught Off Guard by AI Demand for Mac Mini and Mac Studio Sunday August 30, 2026 8:52 am PDT by Hartley Charlton Apple's unusually timed announcement of new Mac mini and Mac Studio models this week was driven by u…

Hacker News AIToolsSource content · Analysis pendingApple Caught Off Guard by AI Demand for Mac Mini and Mac Studio
Show HN: Invovanta – Invoicing and business management for freelancers

I built Invovanta to help freelancers and small businesses manage clients, create professional invoices, track payments, and keep their business information organized in one place. It also includes features like invoice…

Hacker News AIToolsSource content · Analysis pendingShow HN: Invovanta – Invoicing and business management for freelancers
We tested how AI chatbots would handle foreign propaganda

How AI chatbots and AI overviews parse foreign propaganda In a test, popular AI chatbots mostly debunked falsehoods spread by other countries and avoided uncritically spreading falsehoods better than search engines. AI…

Hacker News AIResearchSource content · Analysis pendingWe tested how AI chatbots would handle foreign propaganda
Why shaming people about AI slop isn't enough to stop Big AI

Why shaming people about AI slop isn’t enough to stop Big AI 21 Aug 2026 2026-08-21 2026-08-21 /images/cone-of-shame.jpg ai, software, culture, power ai software culture power 2026 These days, the conversation in tech a…

Hacker News AIStartupsSource content · Analysis pendingWhy shaming people about AI slop isn't enough to stop Big AI
Show HN: AnVendor – see your competitor's customers

See your competitor's customers. And what they pay. Live scans find them. Vendor plans estimate their spend. See your competitor's customers or try one of featured services below: How it works Any vendor → customers Ent…

Hacker News AIToolsSource content · Analysis pendingShow HN: AnVendor – see your competitor's customers
"The Fate of the Riemann Hypothesis" by Richard Evan Schwartz [pdf]

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Hacker News AIToolsSource content · Analysis pending"The Fate of the Riemann Hypothesis" by Richard Evan Schwartz [pdf]
Experiments with AI – Structure of Third Party Agentic Apps

This is a technical companion piece to building out an experimental app called CareLoop. What CareLoop is and why it was built is written here. With Careloop, I do not ship an app with functionality, I ship an expected…

Hacker News AIAgents / ResearchSource content · Analysis pendingExperiments with AI – Structure of Third Party Agentic Apps
Top 7 Free AI Automation Courses with Certificates

You don’t need to know anything about AI automation to get started. There are plenty of free courses that can take you from the basics to building your own automations, even if you’re starting from zero. Some are completely beginner-friendly, while others are better once you’re comfortable with the basics. We’ve picked courses covering popular […] The post Top 7 Free AI Automation Courses with Certificates appeared first on Analytics Vidhya.

Analytics VidhyaAgents / ResearchSource content · Analysis pendingTop 7 Free AI Automation Courses with Certificates
Pyramid Replacement

OpenAI's goal is to build artificial general intelligence (AGI), which they define as "a highly autonomous system that outperforms humans at most economically valuable work". The other AI labs—including Anthropic, Meta,…

Hacker News AIAgents / ResearchSource content · Analysis pendingPyramid Replacement
Superhuman AI coding still makes software worse

Tags: AI, LLMs, Coding, Technical Debt, Software Engineering Superhuman AI coding still makes software worse. AI is probably better than humans at writing code now. But skill at coding is not exactly the same thing as s…

Hacker News AIModels / Agents / ResearchSource content · Analysis pendingSuperhuman AI coding still makes software worse
Good Luck, Have Fun, Don't Die: Sam Rockwell Lifts an Absurdist AI Sci-Fi Satire

Movie Review: In ‘Good Luck, Have Fun, Don’t Die,’ a man from the future fights an AI apocalypse 1 of 4 | This image released by Briarcliff Entertainment shows Sam Rockwell in a scene from “Good Luck, Have Fun, Don’t Di…

Hacker News AIToolsSource content · Analysis pendingGood Luck, Have Fun, Don't Die: Sam Rockwell Lifts an Absurdist AI Sci-Fi Satire
Semantic invariance testing for AI (Contradish)

contradish · Semantic invariance testing for AI TRUSTED BY TEAMS SHIPPING AI contradish Semantic invariance testing for AI Run your evaluation → Try a 30-second preview

Hacker News AIStartupsSource content · Analysis pendingSemantic invariance testing for AI (Contradish)
Show HN: Simurg open-source web search for AI agents that aborts hallucinations

Notifications You must be signed in to change notification settings Fork 15 Star 38 BranchesTags Open more actions menu Latest commit History 31 Commits 31 Commits Folders and files NameName Last commit message Last com…

Hacker News AIAgentsSource content · Analysis pendingShow HN: Simurg open-source web search for AI agents that aborts hallucinations
Show HN: Claude Skills Starter Kit – 198 modular skills for AI agents

Notifications You must be signed in to change notification settings Fork 0 Star 1 BranchesTags Open more actions menu Latest commit History 3 Commits 3 Commits Folders and files NameName Last commit message Last commit…

Hacker News AIAgentsSource content · Analysis pendingShow HN: Claude Skills Starter Kit – 198 modular skills for AI agents
Edtech's pandemic boom is over as K-12 startup funding craters

The pandemic’s biggest bet on online learning has gone bust. Global edtech investment peaked at $16.7 billion in 2021, fueled by lockdowns that kept millions of children out of classrooms. By 2025, venture capital had p…

Hacker News AIStartupsSource content · Analysis pendingEdtech's pandemic boom is over as K-12 startup funding craters
An 'old school' San Jose barber is now teaching robots to cut hair with AI

Here's why old-school San Jose barber Taiyadi 'Magic' Day is now teaching robots to cut hair with AI by Instawork Robotics - ABC7 San Francisco TECHNOLOGY Here's why an 'old school' San Jose barber is now teaching robot…

Hacker News AIRoboticsSource content · Analysis pendingAn 'old school' San Jose barber is now teaching robots to cut hair with AI
AI’s worst disasters will arrive unannounced | Letters

Dr Simon Nieder on the global efforts needed to curb the threats posed by AI. Plus letters from Dr Anthony Harris and David Kyler Timothy Garton Ash is right that serious artificial intelligence risks demand international action, but “AI Hiroshima” may be the wrong picture (Would even an AI disaster on the scale of Hiroshima be enough to make humankind protect itself? I fear not, 22 August). Hiroshima was not technology going rogue. Human beings designed the bomb, authorised its use and dropped it. The technology worked much as intended. AI may one day behave in ways we cannot control, but many of the gravest harms could happen without any dramatic moment when “the AI takes over”. AI might help design a pathogen, find a vulnerability in critical infrastructure or improve a weapons system…

The Guardian AIToolsSource content · Analysis pendingAI’s worst disasters will arrive unannounced | Letters
Security scanner for AI agents, MCP servers and agent skills

Uh oh! There was an error while loading. Please reload this page. Notifications You must be signed in to change notification settings Fork 262 Star 3k BranchesTags Open more actions menu Latest commit History 730 Commit…

Hacker News AIAgentsSource content · Analysis pendingSecurity scanner for AI agents, MCP servers and agent skills
Texas Governor Abbott blocks funding for more Flock cameras

As backlash grows over Flock's AI surveillance cameras, Texas Governor Greg Abbott has frozen state spending on them. The move came just ahead of the publication of a Texas Tribune investigation that revealed the state spent over $30 million on Flock cameras. That money was primarily raised by tacking a $1 fee onto insurance policies, allegedly to help fight catalytic converter theft. Flock cameras have increasingly drawn ire from across the political spectrum as they've become the subject of privacy concerns. There have been multiple incidents of officers being placed on leave or criminally charged for misusing Flock systems, including at … Read the full story at The Verge.

The Verge AIStartupsSource content · Analysis pendingTexas Governor Abbott blocks funding for more Flock cameras
Observational reconstruction, then the inverse problem

← Blog We capture traces so we can stop paying frontier prices for the same data workflow, run thousands of times a day, wearing a prompt. Reconstructing those traces is necessary and mostly a known engineering problem.…

Hacker News AIAgents / ResearchSource content · Analysis pendingObservational reconstruction, then the inverse problem