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Tom Cools

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titleconferencedate
LLMs can't optimize schedules, but AI can!Voxxed Days CERN 20262026-02-10
Argues LLMs fail at combinatorial planning (30 employees → 150 shifts, search space ~30^150) and shows a working alternative: metaheuristics via the Java…
Talk on
Braving the Change: Recalibrating to New RealitiesJCON EUROPE 20252025-05-12
Students produce more code output when handed LLMs, and quality improves only when models are used as tutors; comprehension falls when code is copy‑pasted…
Talk on
LLMs can't optimize schedules, but AI can!Devworld Conference 20252025-02-27
Claim: LLMs fail at real scheduling because of context window limits and sheer combinatorial scale — a 10‑employee week can have 10^63 combinations — so…
Talk on
#BuildPropulsionLab at #DevoxxUK: @jbaruch with @tcoolsitDevoxx UK 20242024-05-08
Argument that staying current comes from fundamentals not chasing every new hype, illustrated by recognizing testcontainers in five minutes because Docker and…
Interview on
Leaving a legacy: a guide to being kind to those who come afterJ-Fall 20232023-11-09
Concrete steps to avoid leaving a rotten codebase: put docs in repo (markdown, versioned, reviewable, use Arc42), write short good‑first‑issue guides or…
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Learning Through TinkeringJfokus 20232023-02-06
Claims that relevant IT knowledge has a half-life 2–5 years, and concrete experiments using Java/JavaFX for a small physics engine (location, velocity…
Talk on
Modern Testing PatternsJfokus 20222022-05-02
Shows concrete ways to stop fake green tests by using mutation testing to reveal that 85% line coverage can hide a 20% mutation kill rate, using PIT and…
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