SN Stefano Noferi
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Blog Ventures Research Advisory Teaching Collaborations About ๐Ÿ‡ฎ๐Ÿ‡น

AI Governance

Governance of AI agents, verifiability and compliance of autonomous systems.

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Close-up render of the Apple M1 chip package: the square compute die in the center flanked by the two DRAM memory modules on the same package, on a plain background.

Apple M1 unified memory and local machine learning

10 November 2020

The Apple M1 SoC (10 November 2020) keeps CPU, GPU and Neural Engine on the same memory, with no copies between separate spaces. Technical notes on the architecture and on what changes when you decide where a training job runs.

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IDS uEye industrial machine vision camera with USB connection, close-up of the body and lens mount.

Supervised classifiers for in-line quality control

1 June 2014

On a production line that uses machine learning to catch defects, the result depends more on the labels and on optical stability than on the algorithm. Technical notes on features, models and operational constraints.

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Overfitting diagram: two groups of colored dots separated by a highly jagged line that splits them perfectly, next to a smoother boundary; shows a model fitting the training data too closely.

Putting a machine learning model into production

1 March 2012

Training a classifier is the easy part. Keeping it in service โ€” serialisation, data drift, retraining, accountability for the decisions โ€” is the bill you pay every day.

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The Italy Pavilion at Expo 2010 Shanghai at night, its large glass facade lit from within, with a few visitors in the foreground.

Measuring air quality from a moving vehicle

1 June 2010

Mounting air-quality sensors on a vehicle produces data the fixed-station rules cannot interpret. Technical notes on measurement traceability, starting from the RIPEG system.

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A.K.I.R.A. project logo โ€” Artificial Knowledge Interface for Reasoning Applications.

Schemas competing for CPU time: the architecture of a cognitive-agent runtime

1 March 2006

How a schema-based cognitive architecture turns into a concurrency problem: parallel threads, activation energy and resource allocation among competing units, from Selfridge's Pandemonium to C++ implementations.

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โ† 12 โ†’
ยฉ 1979 - 2026 Stefano Noferi cbcecd3
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