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π¦ everyinc/hands-on-deck
hands-on-deck
hands-on-deck is the PowerPoint tool that lets AI agents edit and build slides using predictable JSON patches instead of fragile XML code. PowerPoint files are basically zipped XML, which makes it incredibly easy for an AI to corrupt a slide, miss brand guidelines, or mess up layout math. This tool solves that by letting agents write a simple, structured list of changes that run through a Python command-line interface. If an agent tries to modify a shape that does not exist, the tool rejects the entire patch, lists the actual shapes on the slide, and teaches the agent how to correct its own mistake instantly. It even includes an automatic...
π @hackernewsgithubprojects
hands-on-deck
hands-on-deck is the PowerPoint tool that lets AI agents edit and build slides using predictable JSON patches instead of fragile XML code. PowerPoint files are basically zipped XML, which makes it incredibly easy for an AI to corrupt a slide, miss brand guidelines, or mess up layout math. This tool solves that by letting agents write a simple, structured list of changes that run through a Python command-line interface. If an agent tries to modify a shape that does not exist, the tool rejects the entire patch, lists the actual shapes on the slide, and teaches the agent how to correct its own mistake instantly. It even includes an automatic...
π @hackernewsgithubprojects
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π¦ anthropics/claudes-c-compiler
claudes-c-compiler
An artificial intelligence actually built a fully functioning C compiler entirely from scratch in Rust. The project, called claudes-c-compiler, was written completely by Claude Opus 4.6 with zero compiler-specific dependencies. It handles everything on its ownβfrom the initial code parsing and optimization to assembling and linking final ELF executables for x86, ARM, and RISC-V. It is so complete that it can successfully compile a booting Linux kernel and build massive, complex codebases like PostgreSQL and SQLite. It is a mind-blowing demonstration of what machine learning can produce when pushed to the absolute limit.
π @hackernewsgithubprojects
claudes-c-compiler
An artificial intelligence actually built a fully functioning C compiler entirely from scratch in Rust. The project, called claudes-c-compiler, was written completely by Claude Opus 4.6 with zero compiler-specific dependencies. It handles everything on its ownβfrom the initial code parsing and optimization to assembling and linking final ELF executables for x86, ARM, and RISC-V. It is so complete that it can successfully compile a booting Linux kernel and build massive, complex codebases like PostgreSQL and SQLite. It is a mind-blowing demonstration of what machine learning can produce when pushed to the absolute limit.
π @hackernewsgithubprojects
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π¦ mihaiciprianchezan/agentic-first-enterprises
Agentic First Enterprises
Build a company where AI agents run the work at machine speed while keeping humans in absolute control. This repository outlines agentic-first-enterprises, a fascinating operating model that treats organizational roles as interchangeable contracts. In this system, any seat can be filled by an agent, a traditional program, or a human. The clever part is the universal handbrake: any authorized human can pause any active process, inspect exactly what happened, make a manual correction, and resume the flow right from that spot. It perfectly balances autonomous speed with human accountability, showing how future companies can run safely and efficiently.
π @hackernewsgithubprojects
Agentic First Enterprises
Build a company where AI agents run the work at machine speed while keeping humans in absolute control. This repository outlines agentic-first-enterprises, a fascinating operating model that treats organizational roles as interchangeable contracts. In this system, any seat can be filled by an agent, a traditional program, or a human. The clever part is the universal handbrake: any authorized human can pause any active process, inspect exactly what happened, make a manual correction, and resume the flow right from that spot. It perfectly balances autonomous speed with human accountability, showing how future companies can run safely and efficiently.
π @hackernewsgithubprojects
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π¦ alanlusun/general-keypoint-detection
General Keypoint Detection
Computer vision models usually break down when you ask them to track something they have never seen before, but this new system can pinpoint critical joint and skeletal landmarks on almost any object imaginable. The creators of general-keypoint-detection built a massive dataset by merging twenty-nine different public sources, giving their AI over one million real-world examples to learn from. Instead of training a separate, specialized model for humans, another for cars, and another for animals, you get one unified brain that understands how things connect. It makes teaching robots and cameras to understand physical movement incredibly simple.
π @hackernewsgithubprojects
General Keypoint Detection
Computer vision models usually break down when you ask them to track something they have never seen before, but this new system can pinpoint critical joint and skeletal landmarks on almost any object imaginable. The creators of general-keypoint-detection built a massive dataset by merging twenty-nine different public sources, giving their AI over one million real-world examples to learn from. Instead of training a separate, specialized model for humans, another for cars, and another for animals, you get one unified brain that understands how things connect. It makes teaching robots and cameras to understand physical movement incredibly simple.
π @hackernewsgithubprojects
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π¦ intelchina-ai/bittern
BitTern
Shrink massive artificial intelligence models down so they require barely any computer memory, without ruining their smarts or costing a fortune to train. Usually, compressing an AI model to just one point five eight bits per parameter requires rebuilding the whole thing from scratch, which takes massive supercomputers. But this project lets you take already trained, full-sized models and convert them into highly efficient three-value systems on a budget. It packages a clever, award-winning technique that makes this super-tight compression simple and highly accurate, allowing everyday computers to run powerful open-source models incredibly fast.
π @hackernewsgithubprojects
BitTern
Shrink massive artificial intelligence models down so they require barely any computer memory, without ruining their smarts or costing a fortune to train. Usually, compressing an AI model to just one point five eight bits per parameter requires rebuilding the whole thing from scratch, which takes massive supercomputers. But this project lets you take already trained, full-sized models and convert them into highly efficient three-value systems on a budget. It packages a clever, award-winning technique that makes this super-tight compression simple and highly accurate, allowing everyday computers to run powerful open-source models incredibly fast.
π @hackernewsgithubprojects
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π¦ peetzweg/opendisplay
OpenDisplay
Turn your spare iPhone or iPad into a fully functional second monitor for your Mac without paying a single cent. This clever open-source tool lets you bypass expensive subscriptions and restrictive system requirements by creating a true virtual display you can drag windows onto. Just connect over Wi-Fi or plug in a standard USB cable for lag-free performance, complete with native Retina sharpness and responsive touch gestures like tapping and two-finger scrolling. It is entirely self-hosted, keeping your data private. Grab the download, plug in your phone, and instantly double your screen real estate.
π @hackernewsgithubprojects
OpenDisplay
Turn your spare iPhone or iPad into a fully functional second monitor for your Mac without paying a single cent. This clever open-source tool lets you bypass expensive subscriptions and restrictive system requirements by creating a true virtual display you can drag windows onto. Just connect over Wi-Fi or plug in a standard USB cable for lag-free performance, complete with native Retina sharpness and responsive touch gestures like tapping and two-finger scrolling. It is entirely self-hosted, keeping your data private. Grab the download, plug in your phone, and instantly double your screen real estate.
π @hackernewsgithubprojects
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π¦ oceanflowlab/taro
Taro Video Temporal Grounding
Multi-modal language models can accurately pinpoint specific moments in a video by learning to spot when temporal sequences are intentionally shuffled. A new framework called taro achieves this by training models to think with time instead of relying on random exploration. It creates high-quality reasoning paths using dense captions, then tests the model's understanding with a temporal sensitivity reward that shuffles frames near the target event boundaries. If the model is actually paying attention to the video's timeline, its confidence drops when the order is disrupted. This teaches the model to anchor its reasoning to precise temporal evidence, delivering state-of-the-art zero-shot performance.
π @hackernewsgithubprojects
Taro Video Temporal Grounding
Multi-modal language models can accurately pinpoint specific moments in a video by learning to spot when temporal sequences are intentionally shuffled. A new framework called taro achieves this by training models to think with time instead of relying on random exploration. It creates high-quality reasoning paths using dense captions, then tests the model's understanding with a temporal sensitivity reward that shuffles frames near the target event boundaries. If the model is actually paying attention to the video's timeline, its confidence drops when the order is disrupted. This teaches the model to anchor its reasoning to precise temporal evidence, delivering state-of-the-art zero-shot performance.
π @hackernewsgithubprojects
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π¦ shpigford/knockoff
Knockoff
Amazon is flooded with trademark-squat pseudo-brands like SZHLUX or LATTOOK, which are just random strings registered purely to sell cheap commodity goods with zero warranty or company behind them. A clever free browser extension called knockoff fixes this by filtering these fake brands right out of your search results. It runs entirely locally in your browser, using a smart name-heuristic scanner to score weird gibberish patterns like all-caps consonant runs, alongside daily community-curated brand lists. You can set it to hide, dim, or label these junk listings instantly, giving you back an Amazon filled only with real, established companies.
π @hackernewsgithubprojects
Knockoff
Amazon is flooded with trademark-squat pseudo-brands like SZHLUX or LATTOOK, which are just random strings registered purely to sell cheap commodity goods with zero warranty or company behind them. A clever free browser extension called knockoff fixes this by filtering these fake brands right out of your search results. It runs entirely locally in your browser, using a smart name-heuristic scanner to score weird gibberish patterns like all-caps consonant runs, alongside daily community-curated brand lists. You can set it to hide, dim, or label these junk listings instantly, giving you back an Amazon filled only with real, established companies.
π @hackernewsgithubprojects
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π¦ owl-listener/designer-skills
designer-skills
Turn your favorite AI assistant into a professional design partner that actually knows how to craft great user experiences. With designer-skills, you can load nearly a hundred specialized design skills and thirty direct commands straight into tools like Claude Code or Gemini. Instead of giving you generic advice, this clever collection teaches AI agents the nuanced judgment of real product designers, letting you generate accessible color palettes, wireframe interactive flows, and audit complex layouts with a single prompt. It is the ultimate shortcut for developers who want to ship polished, highly usable interfaces without having to guess the design rules.
π @hackernewsgithubprojects
designer-skills
Turn your favorite AI assistant into a professional design partner that actually knows how to craft great user experiences. With designer-skills, you can load nearly a hundred specialized design skills and thirty direct commands straight into tools like Claude Code or Gemini. Instead of giving you generic advice, this clever collection teaches AI agents the nuanced judgment of real product designers, letting you generate accessible color palettes, wireframe interactive flows, and audit complex layouts with a single prompt. It is the ultimate shortcut for developers who want to ship polished, highly usable interfaces without having to guess the design rules.
π @hackernewsgithubprojects
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π¦ cybertron957/agent-teams
Agent Teams
You can now run a self-hosted team of AI agents that collaborate entirely on your own hardware twenty-four seven. The agent-teams project acts as a mission control server with a real-time dashboard where you can watch autonomous agents browse the web, write code, run terminal commands, and coordinate clicks in a headless browser. To solve the problem of agents getting stuck on logins or security prompts, it features an embedded browser takeover that lets you clear CAPTCHAs live from the dashboard, even on a headless server. It is a fantastic tool for developers wanting to run complex, multi-agent automations safely on their own terms.
π @hackernewsgithubprojects
Agent Teams
You can now run a self-hosted team of AI agents that collaborate entirely on your own hardware twenty-four seven. The agent-teams project acts as a mission control server with a real-time dashboard where you can watch autonomous agents browse the web, write code, run terminal commands, and coordinate clicks in a headless browser. To solve the problem of agents getting stuck on logins or security prompts, it features an embedded browser takeover that lets you clear CAPTCHAs live from the dashboard, even on a headless server. It is a fantastic tool for developers wanting to run complex, multi-agent automations safely on their own terms.
π @hackernewsgithubprojects
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π¦ robbyant/lingbot-vla-v2
lingbot-vla-v2
Robots are finally learning to share a single brain. A clever project called lingbot-vla-v2 maps twenty wildly different robot setups, from dual-arm setups to full humanoids, into a unified fifty-five-dimensional control system. By training on sixty thousand hours of physical and human video data, this system translates complex sensory inputs into precise physical actions. It uses specialized mixture-of-experts layers to let different robot designs share universal skills while retaining their unique movement patterns. This means a single foundation model can control a robotic arm, a dexterous hand, or a mobile base with remarkable precision. It is a massive step toward making general-purpose robots adaptable and easy to deploy in the...
π @hackernewsgithubprojects
lingbot-vla-v2
Robots are finally learning to share a single brain. A clever project called lingbot-vla-v2 maps twenty wildly different robot setups, from dual-arm setups to full humanoids, into a unified fifty-five-dimensional control system. By training on sixty thousand hours of physical and human video data, this system translates complex sensory inputs into precise physical actions. It uses specialized mixture-of-experts layers to let different robot designs share universal skills while retaining their unique movement patterns. This means a single foundation model can control a robotic arm, a dexterous hand, or a mobile base with remarkable precision. It is a massive step toward making general-purpose robots adaptable and easy to deploy in the...
π @hackernewsgithubprojects
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π¦ ahepi/deepreason
DeepReason
Force your AI to argue with itself on the record to map out the truth. DeepReason is a clever harness that takes a hard, open-ended question and forces an LLM to generate a distribution of rival explanations. Instead of letting the model settle on a lazy, confident guess, the system makes every single candidate answer state exactly how it could be proven wrong. Weak theories get mechanically argued down, survivors face off in rigorous head-to-head trials, and every single step is committed to an immutable, replayable log. It is the perfect tool for stress-testing complex research questions where you need honest disagreement instead of polished AI vibes.
π @hackernewsgithubprojects
DeepReason
Force your AI to argue with itself on the record to map out the truth. DeepReason is a clever harness that takes a hard, open-ended question and forces an LLM to generate a distribution of rival explanations. Instead of letting the model settle on a lazy, confident guess, the system makes every single candidate answer state exactly how it could be proven wrong. Weak theories get mechanically argued down, survivors face off in rigorous head-to-head trials, and every single step is committed to an immutable, replayable log. It is the perfect tool for stress-testing complex research questions where you need honest disagreement instead of polished AI vibes.
π @hackernewsgithubprojects
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π¦ itsthelore/wayfinderrouter
Wayfinder Router
Wayfinderrouter lets you stop paying top-tier cloud pricing for simple artificial intelligence prompts by routing them entirely offline. Instead of calling a slow, expensive referee model to decide where your query should go, this clever tool analyzes the actual structure of your prompt, like word count, lists, and code blocks, right on your machine. It generates a sub-millisecond complexity score to instantly send simple tasks to your fast, free local model while saving the heavy lifting for the cloud. It is a brilliant, zero-latency way to slash your API bills without changing your existing code.
π @hackernewsgithubprojects
Wayfinder Router
Wayfinderrouter lets you stop paying top-tier cloud pricing for simple artificial intelligence prompts by routing them entirely offline. Instead of calling a slow, expensive referee model to decide where your query should go, this clever tool analyzes the actual structure of your prompt, like word count, lists, and code blocks, right on your machine. It generates a sub-millisecond complexity score to instantly send simple tasks to your fast, free local model while saving the heavy lifting for the cloud. It is a brilliant, zero-latency way to slash your API bills without changing your existing code.
π @hackernewsgithubprojects
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π¦ hristo2612/jinn
Jinn
Jinn is the orchestration layer that finally lets you run your favorite AI agents as a coordinated company of employees. Instead of replacing your existing command-line tools like Claude Code or Grok, it acts as a central hub, giving them a real organizational chart with departments and a reporting hierarchy. You design the roles in simple files, and a chief of staff agent automatically delegates tasks down the chain and reviews the work before it reaches you. The best part is that it drives these agents through your existing flat-rate subscriptions inside a real terminal, saving you from unpredictable API bills. This turns a messy pile of terminal tools into...
π @hackernewsgithubprojects
Jinn
Jinn is the orchestration layer that finally lets you run your favorite AI agents as a coordinated company of employees. Instead of replacing your existing command-line tools like Claude Code or Grok, it acts as a central hub, giving them a real organizational chart with departments and a reporting hierarchy. You design the roles in simple files, and a chief of staff agent automatically delegates tasks down the chain and reviews the work before it reaches you. The best part is that it drives these agents through your existing flat-rate subscriptions inside a real terminal, saving you from unpredictable API bills. This turns a messy pile of terminal tools into...
π @hackernewsgithubprojects
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π¦ pouyahasanamreji/continuum
Continuum: Give Your AI Agents Long Term Memory
Your coding agents are amnesiacs, but continuum fixes that by giving them a shared, persistent memory that actually survives across chat sessions. Running locally on your machine, this clever tool acts as an MCP server with a built-in vector database. When one agent finishes a task, it registers the lesson it learnedβlike a specific library quirk or a guard ordering issue. When you spin up a brand-new agent later, it instantly searches that memory to avoid making the same mistakes. No more copy-pasting instructions; just let your agents learn from each other in real time.
π @hackernewsgithubprojects
Continuum: Give Your AI Agents Long Term Memory
Your coding agents are amnesiacs, but continuum fixes that by giving them a shared, persistent memory that actually survives across chat sessions. Running locally on your machine, this clever tool acts as an MCP server with a built-in vector database. When one agent finishes a task, it registers the lesson it learnedβlike a specific library quirk or a guard ordering issue. When you spin up a brand-new agent later, it instantly searches that memory to avoid making the same mistakes. No more copy-pasting instructions; just let your agents learn from each other in real time.
π @hackernewsgithubprojects
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π¦ smilelikeye/agent-chief
Agent Chief
Filter out the noise from your digital life by routing all your agents, alerts, and feeds through a local-first chief of staff. agent-chief acts as an intelligent attention shield that stops constant interruptions and only pings you when an event genuinely matters. It uses a clever three-stage engine that weeds out useless alerts with cheap rules before ever calling an LLM, saving you time and API costs. It even adapts to your schedule, staying quiet during deep work and compiling digests instead. You train it with simple feedback, and it distills your preferences into an easily editable text file. Put a smart assistant between you and the noise, and take...
π @hackernewsgithubprojects
Agent Chief
Filter out the noise from your digital life by routing all your agents, alerts, and feeds through a local-first chief of staff. agent-chief acts as an intelligent attention shield that stops constant interruptions and only pings you when an event genuinely matters. It uses a clever three-stage engine that weeds out useless alerts with cheap rules before ever calling an LLM, saving you time and API costs. It even adapts to your schedule, staying quiet during deep work and compiling digests instead. You train it with simple feedback, and it distills your preferences into an easily editable text file. Put a smart assistant between you and the noise, and take...
π @hackernewsgithubprojects
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π¦ frizzlem/sideinstaller
sideinstaller
You can now set up an advanced iOS sideloader directly on your iPhone without ever plugging into a computer. This on-device tool called sideinstaller completely removes the desktop requirement for installing alternative app stores. The app automates the entire process on your phone, handling the complex pairing, provisioning, and installation steps locally. By matching your device with a custom configuration profile and signing certificates, it gives you a ready-to-use playground for running your own apps. It is a completely free, open-source utility that processes your account credentials entirely on-device to ensure your data stays private. If you want a simpler way to manage your mobile software, this project is definitely...
π @hackernewsgithubprojects
sideinstaller
You can now set up an advanced iOS sideloader directly on your iPhone without ever plugging into a computer. This on-device tool called sideinstaller completely removes the desktop requirement for installing alternative app stores. The app automates the entire process on your phone, handling the complex pairing, provisioning, and installation steps locally. By matching your device with a custom configuration profile and signing certificates, it gives you a ready-to-use playground for running your own apps. It is a completely free, open-source utility that processes your account credentials entirely on-device to ensure your data stays private. If you want a simpler way to manage your mobile software, this project is definitely...
π @hackernewsgithubprojects
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π¦ atom00blue/machine-learning-library
machine-learning-library
machine-learning-library is the offline-first reference collection that finally organizes the world's best artificial intelligence education into clean, distraction-free markdown. Instead of drowning in open browser tabs, confusing video links, or scattered research papers, this project hand-curates hundreds of premier lectures, academic papers, and deep-dive articles into a single, beautifully organized folder. The absolute best part is that every single resource has been normalized into plain text files, meaning you can open the entire library in your favorite personal notes app or easily feed it to your own custom software assistant. It is the ultimate personal textbook for mastering modern technology on your own terms.
π @hackernewsgithubprojects
machine-learning-library
machine-learning-library is the offline-first reference collection that finally organizes the world's best artificial intelligence education into clean, distraction-free markdown. Instead of drowning in open browser tabs, confusing video links, or scattered research papers, this project hand-curates hundreds of premier lectures, academic papers, and deep-dive articles into a single, beautifully organized folder. The absolute best part is that every single resource has been normalized into plain text files, meaning you can open the entire library in your favorite personal notes app or easily feed it to your own custom software assistant. It is the ultimate personal textbook for mastering modern technology on your own terms.
π @hackernewsgithubprojects
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π¦ y0oshi/project-eyes-on
Project Eyes On
Locate publicly exposed security cameras all over the world with a fast command-line helper. This clever Python tool scans online directories and runs smart search queries to find unsecured feeds that anyone can view. It combines multiple search engines to discover unprotected cameras that standard listings miss, and it even pulls location details so you can see where they are located. It is a fascinating eye-opener that shows just how many devices are left wide open simply because people forgot to set a password. Grab it, run a quick check, and remember to secure your own gear.
π @hackernewsgithubprojects
Project Eyes On
Locate publicly exposed security cameras all over the world with a fast command-line helper. This clever Python tool scans online directories and runs smart search queries to find unsecured feeds that anyone can view. It combines multiple search engines to discover unprotected cameras that standard listings miss, and it even pulls location details so you can see where they are located. It is a fascinating eye-opener that shows just how many devices are left wide open simply because people forgot to set a password. Grab it, run a quick check, and remember to secure your own gear.
π @hackernewsgithubprojects
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π¦ woyin2024/lengyi-markdown-editor
lengyi-markdown-editor
lengyi-markdown-editor is the writing tool that packs a full-featured markdown environment into a single HTML file. Designed for the AI era, this editor requires zero installation, subscription, or account registration, operating entirely in your browser. Its best trick is saving your content locally every half second, ensuring your writing is never lost even if you accidentally close the tab. It supports dark mode, equations, diagrams, and exports directly to document or image formats. It is a simple, lightweight way to edit markdown files offline with complete control. Give it a try for your next quick writing session.
π @hackernewsgithubprojects
lengyi-markdown-editor
lengyi-markdown-editor is the writing tool that packs a full-featured markdown environment into a single HTML file. Designed for the AI era, this editor requires zero installation, subscription, or account registration, operating entirely in your browser. Its best trick is saving your content locally every half second, ensuring your writing is never lost even if you accidentally close the tab. It supports dark mode, equations, diagrams, and exports directly to document or image formats. It is a simple, lightweight way to edit markdown files offline with complete control. Give it a try for your next quick writing session.
π @hackernewsgithubprojects
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π¦ jenna-russell/storyscope
StoryScope
StoryScope is the research project that finally maps the hidden stylistic fingerprints of AI fiction. By analyzing tens of thousands of stories written by both humans and major language models across ten narrative dimensions like plot, character psychology, and pacing, this tool uncovers the subtle patterns that make AI writing feel formulaic. The researchers discovered that while human authors write with incredibly diverse structures, AI models consistently cluster in a predictable narrative space. Using this map, a classifier can identify whether a story was written by a human or an AI with over ninety-three percent accuracy, showing us exactly where artificial creativity hits its limits.
π @hackernewsgithubprojects
StoryScope
StoryScope is the research project that finally maps the hidden stylistic fingerprints of AI fiction. By analyzing tens of thousands of stories written by both humans and major language models across ten narrative dimensions like plot, character psychology, and pacing, this tool uncovers the subtle patterns that make AI writing feel formulaic. The researchers discovered that while human authors write with incredibly diverse structures, AI models consistently cluster in a predictable narrative space. Using this map, a classifier can identify whether a story was written by a human or an AI with over ninety-three percent accuracy, showing us exactly where artificial creativity hits its limits.
π @hackernewsgithubprojects