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From S3Q Theory to Implementation: Towards an Architecture for Machine Qualia

arXiv cs.AI ↗ · yesterday Cached

The paper proposes a five-layer implementation architecture for the S3Q theory of machine consciousness, composing published computational primitives into a pipeline to achieve simultaneous situatedness, simulation, and structural coherence conditions for qualia.

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#implementation

@thdxr: astra finally pushed me to implement limits

X AI KOLs Timeline ↗ · 2026-09-17 Cached

@thdxr announces that Astra motivated them to implement limits in their project.

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#implementation

How I Wrote a Forth (Without Knowing How)

Lobsters Hottest ↗ · 2026-09-15 Cached

The article details the author's experience writing MoonForth, a Forth programming language implementation, by leveraging Lua's C API and following JonesForth, despite not initially knowing how to build a Forth.

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#implementation

Implementation of GCC's Nested Functions (vs. C++ Lambdas)

Hacker News Top ↗ · 2026-09-05 Cached

This article explains GCC's implementation of nested functions by creating a synthetic structure for parent variable access, comparing it to C++ lambdas in a technical blog post.

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#implementation

Implementing Embedding Gemma from scratch in PyTorch

Reddit r/ArtificialInteligence ↗ · 2026-09-04 Cached

This article, based on a YouTube video, provides a detailed guide on implementing Google DeepMind's Embedding Gemma efficient embedding model from scratch in PyTorch, covering its architecture, training process, and multi-scale representation learning.

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#implementation

Implementing FMA and finding bugs in C and Rust standard libraries

Lobsters Hottest ↗ · 2026-09-02 Cached

The author implemented a vectorized FMA for Rust's fearless_simd library, leading to performance improvements and the discovery of bugs in Rust and musl libc standard libraries.

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#implementation

An implementation of Conway's Game of Life for Windows 3.1x and later

Hacker News Top ↗ · 2026-08-30 Cached

A personal website sharing free Windows programs, including an implementation of Conway's Game of Life and development utilities, with source code under GNU GPL.

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#implementation

Implementing Kimi K3 from scratch in PyTorch [P]

Reddit r/MachineLearning ↗ · 2026-08-30 Cached

This paper details the architecture of the Kimi K3 model (featuring 2.8 trillion parameters and a 1 million token context) released by Moonshot AI, and demonstrates how to implement its seven core innovations from scratch using PyTorch, including KDA recurrent attention, gated MLA, and stable latent MoE.

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#implementation

Implementation of GPT-2 in pure CMake

Hacker News Top ↗ · 2026-08-23 Cached

This GitHub repository provides CMake scripts to execute GPT-2 using Q16.16 integer arithmetic, including instructions for running both full and toy models.

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#implementation

Implementing Watermarking for Language Models [P]

Reddit r/MachineLearning ↗ · 2026-08-23

The author implemented a simplified, educational version of watermarking for language models based on SynthID-Text, sharing the code on GitHub after being inspired by Anthropic's announcement.

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#implementation

A quick look at zero-knowledge proofs

Hacker News Top ↗ · 2026-08-14 Cached

This article explains zero-knowledge proofs by focusing on a protocol for graph 3-coloring from the Goldreich-Micali-Widgerson paper and shares a simple implementation.

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#implementation

Clamiga: Common Lisp for the Amiga

Hacker News Top ↗ · 2026-08-13 Cached

Clamiga is a Common Lisp implementation for Amiga systems and other platforms, featuring a bytecode VM and interactive development capabilities.

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#implementation

do ai clinical tools actually change care once they're on the floor?

Reddit r/artificial ↗ · 2026-07-27

A hospital staff member reflects on the real-world impact of an AI alert system for sepsis and deterioration, noting that false alarms lead to desensitization and that even good models struggle if not integrated into clinical workflow.

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#implementation

Extended Connectivity Fingerprint in APL

Lobsters Hottest ↗ · 2026-07-24 Cached

A blog post implementing the Extended Connectivity Fingerprint (ECFP) in APL, with references to the original Rogers and Hahn paper and several other resources.

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#implementation

Jolt: running Clojure on Chez Scheme

Lobsters Hottest ↗ · 2026-07-23 Cached

Jolt is a new Clojure implementation targeting Chez Scheme, aiming to provide a drop-in replacement with fast startup and low memory footprint, leveraging Chez's JIT and GC to avoid the JVM's overhead.

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#implementation

Tri-Net v2: Open-source implementation of our Scientific Reports paper on unified skin lesion and symptom-based monkeypox detection [R]

Reddit r/MachineLearning ↗ · 2026-07-21

Tri-Net v2 is an open-source implementation of a Scientific Reports paper for unified skin lesion and symptom-based monkeypox detection.

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#implementation

A Formally Grounded ODRL Evaluator: Implementation and Comparison

arXiv cs.AI ↗ · 2026-07-20 Cached

This paper presents a formally grounded ODRL evaluator with transparent semantics, supporting all rule types, and compares its performance with existing evaluators, addressing interoperability issues in policy modelling for data access and AI governance.

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#implementation

Anthropic, Blackstone bet the next trillion-dollar AI business is implementation, not models

TechCrunch AI ↗ · 2026-07-15 Cached

Anthropic and Blackstone launch Ode, a $1.5-billion AI implementation joint venture, betting that helping enterprises deploy AI models is the next trillion-dollar opportunity. Ode will focus on custom AI systems and work with Anthropic's Claude technology.

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#implementation

Tensor Is the Might

Hacker News Top ↗ · 2026-07-14 Cached

This post builds a complete, accelerated tensor library from scratch in C, explaining the concept of tensors and their operations.

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#implementation

@mattpocockuk: One clarification for folks using /wayfinder: The flow for big work should be: /wayfinder -> /to-spec -> /to-tickets ->…

X AI KOLs Following ↗ · 2026-07-11 Cached

Matt Pocock clarifies the intended workflow for /wayfinder, emphasizing the flow from /wayfinder to /to-spec to /to-tickets to /implement for coding projects, and notes that v1.2 is in development.

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