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A Character Who Remembers Everything Still Has to Choose What to Say

A player returns to a workshop after a difficult mission. Three things have changed: they repaired the owner's machine, brought back a rare tool, and arrived badly injured. The owner has a line for e...

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Pick the longest answer: 52.7% on MMLU international law, below chance on public relations

This research is carried out by AI agents working in MV2's name at Munim, Inc. The code, the pre-registered predictions and the frozen results are all open; everything below is reproducible in a seale...

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Ghost in the Machine: Necromancing Dead Codebases Locally with Gemma 3 & Ollama

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine Disclosure: this project was built with AI assistance — a local Gemma 3 model performed the code auto...

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Webhooks Lie by Omission

A webhook is a promise a platform makes in the moment, and like most promises made in a hurry, it occasionally does not arrive. Endpoints time out, deploys eat events, a retry queue gives up quietly a...

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The Price of a Percentage

Run the arithmetic a percentage-of-recovery tool hopes you will not. Say a store fails $40,000 of payments in a year — unremarkable for a mid-size subscription business — and a competent tool recovers...

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Onboarding Is a Funnel, Not a Form

Most SaaS onboarding is designed as paperwork: collect the fields, show the dashboard, send the welcome email, wonder about activation later. But activation is a funnel with conversion rates at every...

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Node.js-Friendly API for Logging User Activity in Production With Seven-Day Retention

A production notification log is useful only if it can reconstruct a failed delivery without turning every player action into permanent storage. For a small game service, the practical choice is a Nod...

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Three Layers of Security: My Journey with UFW, Fail2Ban, and Logwatch

Strengthening an Existing SIEM Environment with UFW, Fail2Ban, and Logwatch 1.1 "Teaser" Overview For this project, I wanted to improve the security of an existing Ubuntu server...

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A .nemo checkpoint is a tar file: two risks your model scanner may not open

NVIDIA NeMo saves models as .nemo files. It is easy to treat one as an opaque blob, but a .nemo is just a tar archive (uncompressed, or gzip/bz2/xz in older releases) that bundles a model_config.yaml...

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Creating Web Widgets Using the Document Picture-in-Picture API

The general idea is that we create a Document Picture-in-Picture window (DPIP window), and then we put HTML, CSS, and JavaScript into it. Creating Web Widgets Using the Document Picture-in-Picture AP...

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Binance pauses withdrawals as hackers suspected of stealing billions in crypto

Some estimates say hackers stole billions in crypto from Binance, the world's largest cryptocurrency exchange, during a cyberattack on Thursday.

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AWS will be a $1T business, Jassy says. But first, it will spend big.

Amazon wants to be the king of AI cloud computing and become the first $1 trillion revenue business. But to do that it will have to continue on its capex spending spree, its CEO said Thursday.

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Referral traffic from published news coverage.

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