Sıla Ermut
Sıla is an industry analyst at AIMultiple covering AI models, AI infrastructure, AI governance, and enterprise applications of AI.
Research interests
Sıla’s research focuses on the use of AI in marketing, healthcare, supply chains, and sustainability. She also covers AI evaluation, governance, ethics, and adoption.Her work includes researching and comparing AI technologies, analyzing their business applications, and contributing to AIMultiple’s technology benchmarks.
Professional experience
Sıla previously worked as a recruiter and worked in project management and consulting firms.Education
She holds:- Bachelor of Arts degree in International Relations from Bilkent University.
- Master of Science degree in Social Psychology from Başkent University.
Her Master's thesis was focused on ethical and psychological concerns about AI. Her thesis examined the relationship between AI exposure, attitudes towards AI, and existential anxieties across different levels of AI usage.
Latest Articles from Sıla
The Future of Large Language Models
See the future of large language models by comparing approaches, such as self-training, fact-checking, and sparse expertise, that could address LLM limitations. LLMs access external sources during conversations instead of relying on training data. The model queries external databases, retrieves current information, and provides citations. Limitation: Still makes errors. Citations don’t guarantee accuracy; models sometimes…
Top 7 AI Providers Benchmarked
The AI infrastructure ecosystem is growing rapidly, with providers offering diverse approaches to building, hosting, and accelerating models. While they all aim to power AI applications, each focuses on a different layer of the stack. We benchmarked the most widely used providers on OpenRouter: CoreWeave Forge, formerly Weights & Biases (W&B), Cerebras, DeepInfra, Fireworks AI,…
Top 6 AI App Builders: Lovable, Base44 & Glide
We tested the top 6 no-code/low-code AI app builders using 1 prompt across 15 dimensions, including setup, browsing, checkout, design, and usability. Note: We did not include FlutterFlow in our benchmark; see FlutterFlow detailed analysis to learn more. Read the benchmark methodology and evaluation to see how we tested these tools. Lovable is best described…
Axway MFT: A Comprehensive Guide
Managed File Transfer (MFT) solutions securely move data between systems. Axway MFT is part of 74Software, formed by combining Axway and Sopra Banking Software. We analyzed Axway MFT’s functionality, user feedback, and competitive alternatives. Figure 1: SecureTransport data flow protocols Axway MFT is a file transfer software that moves data between networks and systems. The…
Top 8 SFTP Server Software
We compared 8 SFTP server implementations in a controlled test environment, focusing on transfer performance, concurrency, connection overhead, small-file workloads, resource efficiency, and operational experience. If you already use SFTP but want a more enterprise-ready file transfer approach, consider MFT solutions. Note: Lower scores indicate better performance. Read the methodology to learn about our test…
Top 13 GoAnywhere Alternatives
We compared the top 13 alternatives to GoAnywhere MFT, highlighting their secure file-transfer capabilities, including supported protocols, deployment options, and free trial availability. Note: Ratings are based on Capterra and G2. Vendors are listed based on rating. We list our subscribers at the top with their links. The alternatives are designed for a broad range…
Top 12 MOVEit Alternatives
We reviewed the leading alternatives to MOVEit in the secure file transfer market, based on protocol support, verified product capabilities, and user reviews. Ratings are based on Capterra, Gartner, and G2. We listed vendors based on the number of reviews. Our sponsors are at the top with their links. We gathered the workforce numbers from…
Compare 15 AI Help Desk Tools
AI help desk software automates tasks such as answering common questions, routing tickets, and assisting agents with suggested responses. Businesses use it to improve efficiency, lower support costs, and deliver a better overall customer experience. We reviewed the top 15 AI help desks, including NinjaOne, Zendesk Support Suite, Zoho Desk, and Salesforce Service Cloud. Insights…
Top 25 Generative AI Finance Use Cases
I spent a decade consulting for financial services firms. Every AI implementation I saw followed the same pattern: pilot projects that looked impressive in presentations but stalled in production. That’s changing. Banks are now deploying generative AI at scale, and the results are measurable. Here’s what’s actually working, based on implementations you can verify. Specialized…
20+ Healthcare AI Use Cases with Examples
A recent study shows that hybrid teams of human clinicians and AI systems make more accurate medical diagnoses, largely because they tend to make different and complementary errors that help correct one another. These findings indicate strong potential of AI to enhance patient safety and promote more equitable healthcare. How do healthcare AI systems perform?…
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