L'Intelligenza Artificiale (IA) utilizza la tecnologia digitale per creare sistemi in grado di svolgere compiti che richiedono tipicamente l'intelligenza umana. Questi compiti spaziano dalla risoluzione dei problemi e presa di decisioni alla comprensione del linguaggio e percezione visiva. L'implementazione dell'IA ha il potenziale di migliorare significativamente diversi settori, risultando in un'economia più sostenibile e competitiva, migliorando la sicurezza, l'istruzione e la sanità e contribuendo alla lotta contro il cambiamento climatico. Tuttavia, con l'avanzare della tecnologia IA, cresce anche il riconoscimento dei potenziali rischi, come le preoccupazioni sulla privacy e l’utilizzo improprio di questo strumento. Ciò ha portato a un consenso sull'importanza di regolare l'IA per promuovere un approccio etico e incentrato sull'uomo.
L'Unione Europea ha adottato un metodo comprensivo per l'IA, mirato a sfruttarne i benefici assicurando la protezione dei suoi cittadini e imprese, con l’obbiettivo di migliorare la sua competitività globale e di affermarsi come leader mondiale nell'innovazione e applicazione dell'IA. Nel mese di maggio, l'UE ha fatto significativi progressi nei campi dell'IA e del super-computing con due importanti annunci: il 21 maggio, il Consiglio ha dato l'approvazione finale all'Artificial Intelligence Act, segnando un passo fondamentale nell'istituzione di regolamentazioni complete, mentre il 23 maggio, ha raggiunto un consenso politico sull'uso delle tecnologie di Super-computing. Questi sforzi evidenziano l'impegno dell'UE a promuovere un ecosistema di IA regolamentato e innovativo.
Artificial Intelligence Act
L'Artificial Intelligence Act è la prima legislazione completa che regola la tecnologia IA al mondo. Il suo obiettivo principale è promuovere l'adozione di un’IA sicura e affidabile nel mercato unico europeo, garantendo il rispetto dei diritti fondamentali dei cittadini. Al centro dell'AI Act vi è l'impegno per una maggiore trasparenza nell'uso e nello sviluppo dei sistemi di IA. Questa legislazione adotta un approccio basato sul rischio (“risk-based”), il che significa che il livello di scrutinio regolamentare dipende dal potenziale rischio che un sistema di IA pone alla società.
L’Act classifica i sistemi IA in quattro livelli di rischio:
- Rischio minimo o nullo: i sistemi considerati a rischio minimo o nullo rimarranno non regolamentati e potranno continuare a essere utilizzati senza interferenze.
- Rischio limitato: i sistemi che presentano rischi limitati saranno soggetti a requisiti minimi di trasparenza.
- Alto rischio: i sistemi che presentano un alto rischio saranno ammessi sul mercato ma dovranno soddisfare requisiti e obblighi specifici per garantire sicurezza e confromità.
- Rischio inaccettabile: i sistemi identificati come comportanti rischi inaccettabili saranno vietati. Esempi di questi sono i sistemi utilizzati per la manipolazione comportamentale cognitiva, il riconoscimento delle emozioni e il social scoring. Inoltre, l'uso dei sistemi di identificazione biometrica, compreso il riconoscimento facciale, sarà vietato con eccezioni limitate.
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)
Fonte
: https://www.trail-ml.com/blog/eu-ai-act-how-risk-is-classified
L'AI Act si applica esclusivamente alle aree all'interno della giurisdizione dell'UE, prevedendo esenzioni per i sistemi utilizzati esclusivamente per scopi militari, di difesa o di ricerca. Per garantire un'applicazione corretta, saranno istituiti diversi organi di governo, tra cui un Ufficio AI all'interno della Commissione Europea, un panel scientifico di esperti indipendenti, un Consiglio AI con rappresentanti degli stati membri e un forum consultivo. Inoltre, prima di implementare sistemi di IA per i servizi pubblici, sarà richiesta una valutazione del loro impatto sui diritti fondamentali.
Infine, l'Act introduce i “sandbox” regolatori per l'IA, ambienti controllati dove nuovi sistemi di IA possono essere sviluppati, testati e convalidati all'interno di un quadro legale che supporta l'innovazione.
Accordo politico sull'uso del super-computing per lo sviluppo dell'AI
La Joint Undertaking EuroHPC, istituita nel 2018, è una partnership pubblico-privata volta a coordinare gli sforzi degli stati membri dell'UE per l’avanzamento delle capacità di super-computing europee e, attualmente, supervisiona nove supercomputer strategicamente situati in tutta Europa. Gli obiettivi principali dell'iniziativa includono lo sviluppo e il mantenimento di un ecosistema robusto per il super-computing, il quantum computing e l'infrastruttura di dati all'interno dell'UE. Inoltre, si concentra sulla promozione dello sviluppo di componenti, tecnologie e conoscenze per i sistemi di super-computing.
Il 24 gennaio 2024, la Commissione Europea ha proposto una regolamentazione per modificare il quadro legale esistente, in particolare il Regolamento del Consiglio 2018 (UE) 2021/1173. Questa modifica mira a introdurre un nuovo obiettivo per la Joint Undertaking EuroHPC: supportare lo sviluppo di un ecosistema di IA nell'Unione attraverso l'istituzione e l'operazione delle “AI Factories”, che serviranno per fornire infrastrutture di servizio di super-computing orientate all'IA.
Il regolamento menziona esplicitamente che startup e piccole e medie imprese dovranno essere i principali beneficiari di queste tecnologie. Pertanto, mira a rendere quest’ultime più accessibili e a facilitarne l'addestramento e lo sviluppo dei modelli. A seguito dell'accordo politico, le entità ospitanti saranno idonee a ricevere contributi finanziari dall'Unione coprenti fino al 50% dei costi di acquisizione e operativi dei supercomputer AI. L'uso principale di questi supercomputer sarà quello di sviluppare, testare, valutare e convalidare modelli di addestramento di IA di grande scala, di uso generale e applicazioni emergenti, promuovendo così l'innovazione dell’IA all'interno dell'Unione.