Asimetrija u primjeni i evaluaciji umjetne inteligencije u postupcima dodjele bespovratnih sredstava

January 10, 2024399 words2 min

Uvod

U području prijava za bespovratna sredstva, posebno u programima kao što je European Innovation Council (EIC) akcelerator, postoji značajna asimetrija između uloge umjetne inteligencije (AI) u pisanju prijava i njezine sposobnosti da ih ocijeni. Ovaj članak istražuje dihotomiju u kojoj AI može pojednostaviti proces pisanja prijave, ali ne uspijeva u fazi evaluacije zbog EIC-ovih strogih i nijansiranih smjernica za odobravanje.

AI u procesu pisanja

Tehnologije umjetne inteligencije značajno su napredovale, nudeći alate koji mogu pomoći u izradi zahtjeva za bespovratna sredstva. Ovi alati mogu analizirati velike skupove podataka, identificirati uspješne obrasce pisanja i čak predložiti poboljšanja sadržaja. Za startupe i mala i srednja poduzeća to znači učinkovitiji proces pisanja, osiguravajući usklađenost s ključnim elementima prijave kao što je službeni predložak ponude.

Ograničenje umjetne inteligencije u evaluaciji

Unatoč vještini umjetne inteligencije u pomaganju procesu pisanja, njezina je uloga u fazi evaluacije ograničena. Kriteriji EIC-a za ocjenjivanje uključuju složene procese donošenja odluka koji zahtijevaju ljudsku prosudbu, razumijevanje konteksta i strateško razmišljanje. AI, u svom trenutnom stanju, ne može ponoviti ove nijansirane procjene, osobito u razumijevanju inovativne suštine i potencijalnog utjecaja projekta.

Važnost ljudskih procjenitelja

EIC-ove stroge smjernice za odobravanje projekta zahtijevaju razinu razumijevanja i prosudbe izvan sposobnosti AI-a. Ljudski evaluatori unose svoju stručnost, poznavanje industrije i sposobnost tumačenja inovativnih ideja unutar šireg društvenog i ekonomskog konteksta. Ovaj ljudski dodir ključan je u procjeni projekata glede njihove izvedivosti, skalabilnosti i potencijala za poticanje promjena.

Asimetrija i njezine implikacije

Ova asimetrija između uloge umjetne inteligencije u pisanju prijava i ljudskih procjenitelja u procesu odobravanja naglašava jedinstvene izazove u okruženju prijava za bespovratna sredstva. Iako umjetna inteligencija može poboljšati učinkovitost, ljudski element ostaje nezamjenjiv u ocjenjivanju nijansi inovacije. Ova dinamika naglašava potrebu za uravnoteženim pristupom, iskorištavanjem umjetne inteligencije za učinkovitost uz oslanjanje na ljudsku stručnost za strateško donošenje odluka.

Zaključak

Zaključno, asimetrija u korištenju umjetne inteligencije u postupku dodjele bespovratnih sredstava EIC Accelerator odražava složenu međuigru između tehnologije i ljudske prosudbe. Iako umjetna inteligencija može pojednostaviti proces pisanja prijave, kritična uloga ljudskih evaluatora u fazi odobravanja podržava integritet i dubinu procesa evaluacije. Za startupe i mala i srednja poduzeća, razumijevanje ove dihotomije ključno je za učinkovito snalaženje u okruženju prijava za bespovratna sredstva, uravnotežujući upotrebu alata umjetne inteligencije s uvidima i stručnošću ljudskih evaluatora.

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.

Get Started

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.

Get Started

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.

Get Started

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.

Get Started

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.

Get Started

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.

Get Started

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.

Get Started

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.

Get Started

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.

Get Started

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.

Get Started

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.

Get Started

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.

Get Started

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.

Get Started

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.

Get Started

EIC AcceleratorHorizon Europe#grants#startup#deeptech

← Back to Posts