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Show HN: CompareGPT – Making LLMs More Trustworthy by Reducing Hallucinations

Hi HN, I’m Tina Over the past months I’ve been frustrated with how often LLMs hallucinate — they generate answers with high confidence, but sometimes the information simply doesn’t exist. For teams relying on AI (content, research, finance, even legal), this can be a serious problem. So I’ve been working on CompareGPT, a tool designed to make LLM outputs more trustworthy. Key features: Confidence scoring → surfaces how reliable an answer is. Source validation → checks whether data can be backed

Show HN: The Daily Word Game Experience

Waffle Game - Play the best waffle word game online! Daily waffle puzzles, multiple difficulty modes, and enhanced gameplay. Challenge yourself with our improved waffle game experience

Show HN: CompareGPT – Trustworthy AI Answers with Confidence and Sources

Hi HN, I’m Tina I’ve been exploring how to make large language models more reliable. One persistent issue is hallucinations — models can produce confident answers that are factually wrong or based on non-existent sources. This is especially risky for fields like finance, law, or research where accuracy matters. To address this, I’ve been building CompareGPT, which focuses on making AI outputs more trustworthy. Key updates we’ve been working on: Confidence scoring: every answer shows how reliabl

Best revenue-based financing providers for B2B SaaS?

Hey everyone,We run a B2B SaaS called Trackingplan (we help marketing teams automatically monitor and audit their analytics and pixels) We’re almost profitable with recurring revenue and still in growth mode, and we’re currently exploring options for revenue-based financing to fuel expansion without going down the equity/VC route right now.I’d love to hear from founders and operators here:Which RBF providers have you used (Capchase, Pipe, Wayflyer, Clearco, etc.)?Any pros/cons or lesso

Show HN: I made a stock image generator

Lots of products I have seen are very AI intensive, with things like selectors for the model to use. Yet 99% of the end users for these tools are not in our AI bubble and don't know what all of these models are! So I've taken a different approach and just made a simple, ask for what you want tool. The user provides a prompt and/or some input images along with a style and then the product handles everything else in the background - it enhances the prompt, selects the best model and

Show HN: Superagents – connect spreadsheets to any database, API or MCP server

Hi HN, I’m Eoin, founder of Sourcetable (https://sourcetable.com).Today, we’re launching Superagents. You can now connect your spreadsheet to any database, API or MCP server on the Internet. All of that data is available inside your spreadsheet, and you can use AI to analyze it and build models, reports and visualizations.The reason I started the company is because I spent 10 years at startups across engineering and operations roles and realized that Excel and Sheets weren't archi

Show HN: Narev – Rapid A/B tests for the LLM setup

Hey! I want to get your feedback on our A/B testing platform for LLMs. Giving a 100 day Pro trial to anyone who signs up this week.The premise: in 10 minutes compare a bunch of model/parameter/prompt combos to find the best point on the quality-latency-cost tradeoff.Enter your data manually or sync from your tracing platform.~300 models to select from.Here is a 1 minute Loom: https://www.loom.com/share/39b7cd24166c4e1fafd5e7fbd12a9d4d?...

Show HN: Pyproc – Call Python from Go Without CGO or Microservices

Hi HN!I built *pyproc* to let Go services call Python like a local function — *no CGO and no separate microservice*. It runs a pool of Python worker processes and talks over *Unix Domain Sockets* on the same host/pod, so you get low overhead, process isolation, and parallelism beyond the GIL.*Why this exists** Keep your Go service, reuse Python/NumPy/pandas/PyTorch/scikit-learn. * Avoid network hops, service discovery, and ops burden of a separate Python service.*Quick t

Launch HN: Rowboat (YC S24) – Open-source IDE for multi-agent systems

Hi HN! We are Arjun, Ramnique, and Akhilesh, the founders of Rowboat (https://www.rowboatlabs.com), an AI-assisted IDE for building and managing multi-agent systems with a copilot. Using Rowboat, you can build both deterministic automation agents (e.g. automatically summarizing emails) and more agentic systems (e.g. a meeting prep assistant or a customer support bot).Here are some examples:- Meeting-prep assistant: https://www.youtube.com/watch?v=KZTP4xZM2DY- Customer su

Show HN: TabTabTab – Cursor for Google Sheets

Hello, HN!We are Gyani and Vasin. We’re building TabTabTab (https://tabtabtab.ai), an AI agent that helps you work faster in Google Sheets. Before this we worked at Bloomberg (where we met 7 years ago), Citadel, and Palantir.We’re software engineers, and it feels fundamentally unfair that the best AI tools are limited to software engineers. Most knowledge workers only have ChatGPT as the best option. We want to give everyone AI superpowers.A few months ago, we started by putting AI int

Show HN: Aris – a free AI-powered answer engine for kids

I am Andrew, and I’m building Aris (https://www.aris.chat/).Aris is a minimalist tool that answers any questions a child has.Encyclopedias, periodicals, field guides, cookbooks, and other print resources we used as kids to find knowledge, learn, and pursue our curiosities have been replaced in most households by something that is not safe for kids: the internet. So instead, kids get Fortnite, Minecraft, and ‘edutainment’ options that don’t compare to the knowledge resources that p

Demanding DARPA: Transparency on AI Autonomy

The military-civilian pipeline shaping autonomous systems needs democratic oversight.The Defense Advanced Research Projects Agency (DARPA) doesn’t just build military tech—it pioneers AI capabilities that migrate into everyday civilian systems. The internet, GPS, voice recognition—DARPA research set the stage.Now DARPA is developing autonomous AI with unprecedented decision-making power. The public deserves to know how those systems are designed, what safeguards exist, and how military AI resear

Show HN: VibeDbg – Cconversational, LLM-Powered AI Assistant for WinDbg

Transforms debugging with WinDbg into a conversational, LLM-assisted experience. Instead of memorizing cryptic commands, you can interact with the debugger using natural language: such as show me all the handles opened by this process, list enabled token privileges etc.It includes:A native WinDbg extension for command executionAn AI-driven MCP server that bridges debugging tasks with powerful language modelsIntegrated support for WinDbg features like breakpoints, memory views, and the dx visuali

Show HN: TNX API – Natural Language Interaction with Databases, Now Open Source

Hi HN, time for another round, I’m Lasse. For years I’ve been frustrated by classical ERP systems being closed, rigid and expensive to change (or just not changeable at all xd).Last year I already posted my first attempt ("PORT", an OSS ERP), but due to better and better AI models, this approach already seemed outdated. So we iterared and today I’m sharing TNX API, an now open-source execution layer that lets AI read and write your business data, on your own server, with guardrails a

MacVoices #25222: Live! - A Falling iPhone, A Telescope Data Center, $1 ChatGPT, AOL Ends Dial-Up

An iPhone survives a 2,600-foot fall, sparking debate on durability and user habits between Chuck Joiner, David Ginsburg, Eric Bolden, Brian Flanigan-Arthurs, Marty Jencius, Web Bixby, Jim Rea, and Jeff Gamet. A Texas startup launches a telescope-hosting data center, enabling astronomers to control gear remotely under pristine skies. Meanwhile, OpenAI stirs controversy by offering ChatGPT Enterprise to government workers for just $1, and AOL finally ends its dial-up service, marking the close of

A Group Of Passionate Air Fryer Enthusiasts Weigh In On Their Favorite Models

These multi-use tools can fry, roast, toast and bake — and it’s time to grab one for your countertop.

Best Router for Unifi & Maxis

For your information, every standard broadband installation in Malaysia comes with a modem and a router.

The Best Portable Internet Device: Hotspot, Modem, Dongle or Router?

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Best Affordable Cable Modem / routers You can Buy

Cable modem are the most important part of networking technology. As they can perform the better task for connecting the devices that are…

Where Can I Find the Best Deals on Wifi Modems?

You can get a wifi modem at any major electronics store or online retailer. A wifi modem is an essential device that ensures a reliable and…