Asimetrija v aplikaciji in vrednotenju umetne inteligence v postopkih dodeljevanja nepovratnih sredstev

January 10, 2024408 words3 min

Uvod

Na področju vlog za nepovratna sredstva, zlasti v programih, kot je pospeševalnik European Innovation Council (EIC), obstaja precejšnja asimetrija med vlogo umetne inteligence (AI) pri pisanju vlog in njeno sposobnostjo, da jih oceni. Ta članek raziskuje dihotomijo, v kateri lahko umetna inteligenca poenostavi postopek pisanja vlog, vendar ne uspe v fazi ocenjevanja zaradi strogih in niansiranih smernic EIC za odobritev.

AI v procesu pisanja

Tehnologije umetne inteligence so znatno napredovale in ponujajo orodja, ki lahko pomagajo pri pripravi vlog za nepovratna sredstva. Ta orodja lahko analizirajo velike nabore podatkov, identificirajo uspešne vzorce pisanja in celo predlagajo izboljšave vsebine. Za startupe in MSP to pomeni učinkovitejši postopek pisanja, ki zagotavlja skladnost s ključnimi elementi aplikacije, kot je uradna predloga predloga.

Omejitev umetne inteligence pri vrednotenju

Kljub spretnosti AI pri pomoči pri procesu pisanja je njegova vloga v fazi ocenjevanja omejena. Merila EIC za ocenjevanje vključujejo kompleksne procese odločanja, ki zahtevajo človeško presojo, razumevanje konteksta in strateško razmišljanje. AI v svojem trenutnem stanju ne more ponoviti teh niansiranih ocen, zlasti pri razumevanju inovativnega bistva in potencialnega vpliva projekta.

Pomen človeških ocenjevalcev

Stroge smernice EIC za odobritev projektov zahtevajo raven razumevanja in presoje, ki presega zmožnosti umetne inteligence. Človeški ocenjevalci prispevajo svoje strokovno znanje, poznavanje industrije in sposobnost interpretacije inovativnih idej v širšem družbenem in gospodarskem kontekstu. Ta človeški pristop je ključnega pomena pri ocenjevanju projektov glede njihove izvedljivosti, razširljivosti in potenciala za spodbujanje sprememb.

Asimetrija in njene posledice

Ta asimetrija med vlogo umetne inteligence pri pisanju vlog in človeškimi ocenjevalci v postopku odobritve poudarja edinstvene izzive v okolju prijav za nepovratna sredstva. Čeprav lahko umetna inteligenca poveča učinkovitost, ostaja človeški element nenadomestljiv pri ocenjevanju odtenkov inovacij. Ta dinamika poudarja potrebo po uravnoteženem pristopu, ki izkorišča umetno inteligenco za učinkovitost, medtem ko se pri strateškem odločanju zanaša na človeško strokovno znanje.

Zaključek

Skratka, asimetrija pri uporabi umetne inteligence v postopku dodelitve nepovratnih sredstev EIC Accelerator odraža zapleteno medsebojno delovanje med tehnologijo in človeško presojo. Medtem ko lahko umetna inteligenca poenostavi postopek pisanja vlog, ključna vloga človeških ocenjevalcev v fazi odobritve podpira celovitost in globino procesa ocenjevanja. Za startupe in mala in srednja podjetja je razumevanje te dihotomije ključnega pomena za učinkovito krmarjenje v okolju prijav za nepovratna sredstva, pri čemer uravnotežijo uporabo orodij AI z vpogledi in strokovnim znanjem človeških ocenjevalcev.

Eureka Network

Eureka Network offers multiple international collaborative R&D programs including Network Projects, Clusters, Eurostars, Globalstars, and Innowwide, with funding ranging from €50K to €6.75M per project depending on the specific program. The network focuses on market-driven innovation and deep-tech development across diverse technology sectors including ICT/Digital, Industrial/Manufacturing, Bio/Medical Technologies, Energy/Environment, Quantum, AI, and Circular Economy. Applicants include SMEs, large enterprises, research organizations, universities, and startups, with Eurostars specifically targeting R&D-performing SMEs.

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EIC Transition

EIC Transition provides up to €2.5 million in funding to bridge the 'valley of death' between laboratory research and market deployment, focusing on technology maturation and validation. The program supports single legal entities or small consortia of 2-5 partners including SMEs, start-ups, spin-offs, and research organizations. Technology areas include Health/Medical Technologies, Green/Environmental Innovation, Digital/Microelectronics, Quantum Technologies, and AI/Robotics.

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EIC STEP Scale-Up

EIC STEP Scale-Up offers substantial equity investments of €10-30 million for established deep-tech companies ready for hyper-growth and large-scale expansion. The program targets SMEs or small mid-caps with up to 499 employees who have secured pre-commitment from qualified investors. Focus areas include Digital & Deep Tech (Semiconductors, AI, Quantum), Clean Technologies for Net-Zero goals, and Biotechnologies.

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EIC Pre-Accelerator

EIC Pre-Accelerator is a 2025 pilot program providing €300,000-€500,000 in funding for early-stage deep-tech development and preparation for the EIC Accelerator program. The initiative is exclusively available to single SMEs or small mid-caps from 'Widening countries' to support regional innovation development. The program covers deep-tech innovations across physical, biological, and digital domains.

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EIC Pathfinder

EIC Pathfinder offers up to €3 million for Open calls and up to €4 million for Challenge-based calls to support early-stage research and development with proof-of-principle validation. The program requires research consortia with a minimum of 3 partners from 3 different countries, including universities, research organizations, and SMEs. Technology focus areas include Health/Medical, Quantum Technologies, AI, Environmental/Energy, and Advanced Materials.

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EIC Accelerator

EIC Accelerator provides flexible funding options including blended finance (€2.5M grant + €0.5M-€10M equity), grant-only (up to €2.5M), or equity-only arrangements for scale-up and market deployment of breakthrough innovations. The program targets SMEs, start-ups, and small mid-caps with up to 499 employees, with MedTech/Healthcare representing 35% of funded projects. Other technology areas include Biopharma, Energy, AI, Quantum, Aerospace, Advanced Materials, and Semiconductors.

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Innovation Partnership

Innovation Partnership facilitates collaborative innovation between public and private sectors with typical funding of €1-5 million per project. The program supports cross-sectoral strategic technologies through public-private partnerships and consortia. Projects focus on addressing societal challenges through collaborative innovation approaches.

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Innovation Fund

The EU Innovation Fund provides substantial funding of €7.5 million to €300 million for large-scale demonstration of innovative low-carbon technologies. The program targets clean energy, carbon capture, renewable energy, and energy storage technologies to accelerate the transition to a low-carbon economy. Applicants include large companies, consortia, and public entities capable of implementing large-scale demonstration projects.

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Innovate UK

Innovate UK offers various programs with funding ranging from £25K to £10M depending on the specific initiative, supporting business-led innovation, collaborative R&D, and knowledge transfer. The organization funds projects across all sectors with particular focus on emerging technologies and supports UK-based businesses, research organizations, and universities. Programs are designed to drive economic growth through innovation and technology commercialization.

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Industrial Partnership

Industrial Partnership provides €2-10 million in funding for industrial research and innovation partnerships focusing on manufacturing, industrial technologies, and digital transformation. The program supports industrial consortia and research organizations in developing collaborative solutions for industrial challenges. Projects aim to strengthen European industrial competitiveness through strategic partnerships.

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Eurostars

Eurostars is a joint EU-Eureka program offering €50K-€500K for international R&D collaboration specifically led by SMEs. The program takes a bottom-up approach, accepting projects from all technology fields without predefined thematic restrictions. R&D-performing SMEs must lead the consortium and demonstrate significant R&D activities.

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LIFE Programme

The LIFE Programme provides €1-10 million in funding for environmental protection, climate action, and nature conservation projects across the European Union. The program supports environmental technologies, climate adaptation strategies, and biodiversity conservation initiatives. Applicants include public authorities, private companies, NGOs, and research institutions working on environmental and climate challenges.

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Neotec

Neotec is a Spanish program offering €250K-€1M in funding for technology-based business creation and development, supporting the growth of innovative Spanish SMEs and start-ups. The program covers all technology sectors and aims to strengthen Spain's technology ecosystem. Funding is specifically targeted at Spanish technology-based SMEs and start-ups to enhance their competitiveness and market presence.

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Thematic Priorities

EU Thematic Priorities encompass various programs aligned with EU strategic priorities including green transition, digital transformation, health, and security initiatives. Funding amounts vary based on the specific program and call requirements, with projects designed to address key European challenges. Applicant eligibility varies by specific program and call, with different requirements for different thematic areas.

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