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Show HN: An unstructured data workspace for data transformations with LLM

hi HN!a couple of months ago I had to analyze a few thousand audio recordings to help identify issues with customer support. i was able to get some raw high-level initial results with python scripts invoking LLM APIs, but they were too general and unhelpful. writing basic prompts is easy, but tuning them and making them specific enough to ensure no faint signal is missed is hard. you need to iterate through the data with an initial prompt, segment the data into different buckets, chain another p

Show HN: Breathe-Memory – Associative memory injection for LLMs (not RAG)

LLMs forget. The standard fix is RAG — retrieve chunks, stuff them in. It works until it doesn't: irrelevant chunks waste tokens, summaries lose structure, and nothing actually models how memory works.Breathe-memory takes a different approach: associative injection. Before each LLM call, it extracts anchors from the user's message (entities, temporal references, emotional signals), traverses a concept graph via BFS, runs optional vector search, and injects only what's relevant — t

Show HN: Kora – An AI-native OS layer written in 370k lines of Rust

We've been building this for ourselves over the last year. We wanted the computer from Star Trek, something you just talk to, that knows your context, controls your environment, and runs locally.Our core belief is digital sovereignty in that you should own your context. Your conversations, files, voice, memory, and identity never leave your machine unless you explicitly choose to route through a cloud provider. No telemetry, no accounts, no data collection. The AI that knows the most about

Show HN: Sshifu – SSH Login with SSO. Alternative to Teleport and Smallstep

Almost every engineer knows SSH. And almost every team I’ve worked with manages access by copying public keys into servers, forgetting to remove them later, and sometimes sharing access in ways that are… not ideal.It works fine until you have dozens of servers, multiple engineers, short-term access needs, or any real security requirement. At that point, things start to get messy and a bit hard to trust.I looked into tools like Teleport and Smallstep, but they felt too heavy for what I needed in

Show HN: Image Ranker – Open-Source Pairwise Ranking for Preference Learning

Image Ranker is an open-source tool for efficiently ranking large collections of images through pairwise comparisons using a Bayesian TrueSkill-based ranking algorithm. It enables fast and scalable human-in-the-loop preference estimation without requiring exhaustive comparisons.The system maintains probabilistic ratings for each image, modeling both estimated quality (μ) and uncertainty (σ), and updates rankings globally after each comparison. This allows accurate ranking from incomplete and noi

Show HN: AI Spotlight for Your Computer (natural language search for files)

Hi HN,I built SEARCH WIZARD — a tool that lets you search your computer using natural language.Traditional file search only works if you remember the filename.But most of the time we remember things like:"the screenshot where I was in a meeting" "the PDF about transformers" "notes about machine learning"Smart Search indexes your files and lets you search by meaning instead of filename.Currently supports: - Images - Videos - Audio - DocumentsExample query: "old

AI is breaking the old security model, forcing SASE to evolve for a new era of enterprise risk

Enterprises face a gap between legacy security architectures and what modern AI workloads demand, and AI-native SASE platforms might be the answer.

From perception to concept, how layers transform space inside a neural network

A neural network doesn't recognize a dog by memorizing pixels, it folds and reshapes perception space until similar patterns ...

Deep learning reveals how auditory cortex neurons split up natural sound coding

Over the past decades, computer scientists have introduced numerous artificial intelligence (AI) systems designed to emulate the organization and functioning of networks of neurons in the brain.

The laws of thought review: Network theories

It might be futile to try making machines that are fully human. Our abilities have been refined through a lengthy evolution.

Bandicam Launches AI Feature to Transcribe Video to Text on Mac

New AI transcription tool turns screen recordings into searchable text, subtitles, and MP4 transcripts in seconds. Our ...

Best AI App to Learn Quran with Tajweed at Home

Learning the Quran with correct Tajweed is essential—but finding the right guidance can be difficult. That’s where Quran Tutor AI App comes in. This powerful AI-based Quran learning app allows you to learn, practice, and perfect your recitation from the comfort of your home. With advanced speech recognition technology, the app listens to your recitation, detects mistakes instantly, and provides real-time feedback to help you improve your pronunciation and fluency. Whether you are a beginner star

FAQ: Artificial Intelligence in Schools

Education Week answers some of the most common questions about the use of artificial intelligence inschools. See the answers ...

The "Artificial Intelligence + Industry" Forum 2026: AI Facilitates Industrial Transformation

BEIJING, March 29, 2026 /PRNewswire/ -- The 'Artificial Intelligence + Industry' Forum, a parallel session of the 2026 Zhongguancun Forum Annual Conference, was held in Beijing on March 27, focusing on large-scale commercial application of AI, fostering new business models and formats native to AI, deepening the development and utilization of data resources, and improving AI governance.

Yesterday evening, at the U.S. Capitol Hill building, in the presence of Bosnia's President, Prime Ministers, members of Congres

Yesterday evening, at the U.S. Capitol Hill building, in the presence of Bosnia's President, Prime Ministers, members of Congress from both Republican and Democratic parties, religious leaders, and leaders of various think tanks—His Excellency Sheikh Dr. MohammedAlissa, the Secretary-General of the Muslim World League and Chairman of the Organization of Muslim Scholars, addressed the gathering via a video speech during a ceremony honoring all modern-era genocides and the efforts made to prevent

3 Artificial Intelligence (AI) Stocks to Buy at a Discount

The market is handing investors unbelievable deals on some stocks right now.

Can Artificial Intelligence Coach?

Transformational coaching works at that reflexive level. It helps leaders become increasingly aware of how their way of being ...

Artificial intelligence will see you now: Bots to prescribe mental health drugs

Artificial intelligence will see you now. Patients typically have to wait weeks and pay a hefty co-pay (if they have ...

This artificial intelligence (AI) stock could handily outperform management's own guidance. Buy it now.

Even its conservative outlook shows very strong growth for the business this year.

If I had $10,000 to invest in artificial intelligence (AI) right now, I'd split it between these 3 stocks

Nvidia, Palantir, and Taiwan Semiconductor Manufacturing are purpose-built for the AI infrastructure era.