Wilhelm Erasmus's Feed

Show HN: GoScopeAI – AI-powered web scanner with Llama3 vuln analysis

Hi HN!GoScopeAI — multi-functional web scanner with *AI vulnerability analysis*:• *Llama 3* (via Groq API — free tier) analyzes scan results • Headless SPA crawling (React/Vue/Angular → real DOM links) • 3 scan modes: standard / headless / combo • Unlimited goroutines for recon speed Perfect for bug bounty + modern web recon.Feedback on AI integration? Missing modes? https://github.com/porgnope/GoScope-AI

The Future of AI- Can AI and Robotics Replace Human Experimentation in Biotech?

I’ve been exploring how AI-driven robotics could transform life-science research, especially in automating repetitive lab tasks, accelerating experiments, and reducing human error. Startups like Medra are already building robotic lab platforms that can handle complex workflows in biology, chemistry, and medicine. But there are some interesting challenges and debates emerging: Safety & Ethics: Robots handling delicate experiments could accidentally cause dangerous situations (e.g., fragile bi

The Great Consciousness Theory a Single-Axiom Model of Reality

The Great Consciousness Theory A Single-Axiom Model of Reality First Public Release – 30 November 2025Author: Máté Vígh (independent researcher, Hungary) Contact: (az általad használt e-mail vagy X @) Original upload: https://pastebin.com/x1Yr9mvPAbstract We propose a minimal, single-axiom ontological model according to which reality in its entirety – spacetime, matter, life, mind, and technological singularity – emerges from one timeless consciousness operator that processes an e

A three-layer memory architecture for long-running agents

Anthropic's recent piece on effective harnesses for long-running agents hit close to home. We've been wrestling with the same problems — agents that try to one-shot everything, declare victory prematurely, and leave chaos for the next session to clean up. But we solved some of these problems differently. Here's what's working for us, what isn't yet, and where we respectfully disagree with the proposed solutions.The Memory Problem: Three Layers Beat One Anthropic's

Show HN: Cognitive AI architecture prototype with identity, memory, initiative

Hi HN,I’m working on a “hacker science” experiment called Ai_home. It’s a cognitive architecture prototype that I designed to explore the current limits of LLMs in terms of persistent identity, long-term memory, and autonomy.The system is not just a simple chatbot loop, but a multi-threaded architecture:1. Worker: Handles user interactions and tool use. 2. Monologue: A background “subconscious” thread that analyzes context and logs intuitions/tips for the Worker. 3. Memory: Manages vector-b

Show HN: AI agents that validate your product idea by talking to real users

I built a tool to solve a problem I kept running into: I was making product decisions based on guessing instead of real users. I kept building stuff nobody wanted as I was usually wrong.So, I built HolyShift: AI agents that validate product ideas by talking to real people on Reddit, HN, X, and LinkedIn … then generate a detailed GTM and “Should we build this?” report.No synthetic data (ChatGPT). No predictions. Only real conversations from real people.What it does • Posts platform-native questi

CPU-only PPO solving TSPLIB lin318 in 20 mins (0.08% gap)

Hi allI’ve put together a repo demonstrating how to train PPO directly on a single TSPLIB instance (lin318) from scratch—without pre-training or GPUs.Repo:https://github.com/jivaprime/TSP1. Experiment SetupProblem: TSPLIB lin318 (Opt: 42,029) & rd400Hardware: Google Colab (CPU only)Model: Single-instance PPO policy + Value network. Starts from random initialization.Local Search: Light 2-opt during training, Numba-accelerated 3-opt for evaluation.Core Concept: Instead of a

GhidrAssist and GhidrAssistMCP LLM plugins reached v1.0

After just over a year of steady progress, my Ghidra LLM plugins GhidrAssist and GhidrAssistMCP both recently passed version 1.0. Not only, do these enable LLM helpers for common reverse engineering tasks, but fully automated reverse engineering of complex binaries is now on the table. Demo video: https://youtu.be/WHPDvzepScY Give them a try: https://github.com/jtang613/GhidrAssist https://github.com/jtang613/GhidrAssistMCP (yes, GhidrAssis

Show HN: The $1B problem with business cards nobody's solving properly

88% of business cards are thrown away within a week.The average professional collects 200+ business cards per year. That's 176 contacts lost. If even 10% could've been valuable connections, we're talking about massive opportunity cost.I got obsessed with this problem after watching my own business card graveyard grow. Built a real-time networking platform (Yenhyia) that makes business cards irrelevant.The insight: The problem isn't paper vs digital cards. It's the entire

Watch Vanderbilt football react to Clark Lea contract extension: 'I love you'

See Vanderbilt football react to Clark Lea's contract extension, including Lea telling his players "I love you." ...

Post Malone halftime show: Fans react to Thanksgiving performance

Post Malone performed at halftime of the Cowboys vs. Chiefs game on Thanksgiving. Here's how social media reacted.

Bellingham neighbors react to FBI investigation of man accused in D.C. terror attack

Neighbors at the Walton Place apartments in Bellingham were woken up Thursday morning to FBI agents yelling and kicking in the door of an apartment

Multiple Sixers react to losing Andre Drummond to injury vs. Nets

Multiple members of the Philadelphia 76ers react to losing Andre Drummond to an injury after a win over the Brooklyn Nets.

North West React to Criticism Over Kim Kardashian's Met Gala Looks

Kim Kardashian and Kanye "Ye" West's 12-year-old daughter North West got candid about her mom's many Met Gala looks, saying ...

Jennifer Lopez, Christie Brinkley and More Stars React to Richard Branson's Wife's Death at 80: 'What a Loss'

On Tuesday, Nov. 25, Virgin Group leader Richard Branson announced his wife Joan Templeman died at the age of 80. Celebrities ...

Legal Analysts React to Trump’s Plan to Terminate Biden Executive Orders

Trump said on Friday that he's terminating all executive orders allegedly signed by former President Joe Biden using an ...

Golden Retrievers React When They See Dad After 10 Days Apart

The video of these Golden Retrievers posted on Instagram by @sundaythegoldenretriever has captured hearts online. Shared with the caption, “Dog dad’s home and their hearts can’t handle it,” the Reel ...

‘Bad taste in our mouth’: Furious Eagles stars react to humiliating Bears loss

In the Eagles’ 24-15 loss on Sunday to the Chicago Bears at Lincoln Financial Field, Philadelphia’s offensive struggles ...

'Heated Rivalry' breaks the internet: Gays react to horny hockey show

Thankfully, all episodes will premiere simultaneously around the world, which means that the next few weeks are about to be a ...

FOX45: Family and neighbors react to brutal beating over parking dispute

The death of 71-year-old Gregory Turnipseed, a Baltimore city transportation worker, has left the local community in shock, ...