SaaB, what we can learn about how an AI think
Simulation as a Benchmark introduces a fundamental change in how artificial intelligence can be understood and evaluated.
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:#/ GSLF Journal.
Ways to hack the signal.
Pilot or co-pilot
If AI assumes the role of co-pilot, we risk falling into a form of cognitive dependence, delegating our critical faculties to an artificial alterity.
UNIMATRIx - The standard v1 first benchmarks
Many single-answer benchmarks are crap at evaluating agents. In thestandard-v1 recipe of UNIMATRIx every decision changes a world that keeps moving.
The fixed statement in C#
In C#, the fixed statement is important when working with pointers in unsafe code.
SaaB - Simulation as a Benchmark
AI benchmarking is a scoreboard industry without any solid base. A model gains two more "points", the chart changes and a leap toward intelligence is born.
RustLandia - Matrix Rain
Rust minimalist JSON management
This JSON crate is built as part of a zero-dependency stdt tools library.
Omarchy Hyprland - external monitor multi-GPU configuration
This guide explains how to configure an external monitor on Omarchy, which uses Hyprland with Lua configuration and the Omarchy shell.
ngnchess - How to validate a FEN string
Forsyth-Edwards Notation (FEN) is a standard system used to represent a chess position in a single line of text.
IsSynchronized and SyncRoot - multithreaded collections in Csharp
Multithreaded programming demands robust synchronization mechanisms for shared resource access.
Nemotron Isn't Stupid. It's a Coward.
There's something particularly irritating about an intelligence that understands perfectly well what's going on and then decides to do fuck all about it.
Implementing LinkedList and DoubleLinkedList in Csharp
Linked lists are one of the fundamental tools in computer data structures.
Csharp- How to create appealing CLI applications with Spectre Console
Spectre.Console is a super cool library for C# developers that love command line interfaces.
FrozenDictionary and FrozenSet in Csharp
With the introduction of FrozenDictionary and FrozenSet in .NET 8, developers now have powerful tools to enhance the efficiency of their applications, particularly in scenarios…
Csharp - Value Type vs Reference Type
In C# programming one of the most important distinctions every developer needs to grasp, is the one between ValueType and ReferenceType.
Csharp - Understanding Boxing and Unboxing
Boxing in C# is the process where we take a value type (like an int or bool) and encapsulate it within a reference type (like Object or Interface).
Csharp - Reflection made simple
Reflection in C# is a powerful mechanism that allows programs to introspect and manipulate themselves.This feature allows inspecting and modifying a program's types at runtime.
Csharp - Recursion with Memoization
Recursion is a fundamental concept in computer science where a function calls itself to solve a problem.
Csharp - Struct VS Object
Choosing between struct and object in C# should not be based merely on stylistic preferences, but on a thoughtful evaluation of the program's performance needs, design, and…
Csharp - RandomCustomStrings
The RandomCustomStrings class in the Promezio.RandomCustomStrings namespace provides a simple yet flexible way to generate random strings in C#.
Csharp - How to use stackalloc (wisely)
In C# programming, memory management remains a crucial aspect that developers need to understand and handle effectively to create efficient applications.
Csharp - How to use Late Binding
Late Binding in C# is a mechanism that allows resolving an object's members (methods, properties, events) at runtime instead of during compilation.
Csharp - Pattern Matching explained with code
Pattern matching is a powerful feature in C# that allows you to match an expression against a pattern and conditionally execute code based on the match.
Csharp - Immutable vs ReadOnly members
Secure and predictable programming often requires that some data remain constant during program execution.
Csharp - How to download resources form csproj
MSBuild is the build platform for Microsoft and Visual Studio, and it's very powerful.
Csharp - How to log to file with serilog
A good logging system is one of the first things to set up when starting a new project. In C#, managing logging with the right tools and the right approach is quite easy.
Csharp - Dynamic Assembly Loading
Thanks to Reflection, in C# it's possible to dynamically load an assembly and invoke its methods.
Conway's Game of Life in Rust
Conway's Game of Life stands as a canonical example of a cellular automaton.
Csharp - out, in and ref
C# offers three options for parameter passing in methods:'out', 'ref', and 'in'.
AutoSite - a near-zero-config, Markdown-based static site generator
Static site generators tend to grow heavy fast: complex configuration schemas, sprawling theme layers, and plugin systems that force you to memorize dozens of toggles before…
Bloom Filters in Csharp - a visual introduction
A Bloom filter is a data structure used to test if an element is a member of a set or not. It was invented by Burton Howard Bloom in 1970.
ICAO Alphabet
The ICAO spelling alphabet (also called the NATO phonetic alphabet) assigns a code word to each letter so that spelling stays unambiguous over noisy radio links.
Morse Code
Morse code encodes text as sequences of short signals (dots, .) and long signals (dashes, -). A dash lasts three dots.
UNIMATRIx v2 - Beyond the Anthropocentric Cage
UNIMATRIX v1 had a structural problem. Roles and Classes were fixed categories of the simulation.
UNIMATRIx v2
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UNIMATRIx run #58
New run, new architecture, and new results. This time Agents based on phi3 architecture with Q4 quantization, have created a society that was kind in feeling and cruel in…
UNIMATRIx v1.1 - a new kind of society
Before the refactor, the engine revolved around active conversations, either one-to-one or group-based, and votes proposed by agents, used to change roles, classes, or assign…
UNIMATRIx financial system
UNIMATRIx is a simulated society of LLM-driven agents with personalities, roles, social classes, conversations, opinions, votes, mobility, coalitions, and polarization.
UNIMATRIx Run #52. Political machines.
The simulations are starting to get interesting. Finally. The run #52 is performed on a phi 3 model with standard configuration (you can find it on GitHub).
UNIMATRIx Run #48: the Voting Loop Eats the Society
The run used Qwen3.6-27B-Q4KM through LM Studio. The initial population had 30 agents distributed across aristocracy, bourgeoisie, people, and marginal classes.