Ani Filipova Advocates for AI Tool Specialization Over a Single Solution

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Ani Filipova

LinkedIn Author

Founder of “Change is Possible” Community & Accelerator where corporate professionals build influential brands & portfolio careers I Change Advisor to Leaders I Ex-Citi COO I Follow for modern leadership, career & change

In a recent LinkedIn post, Ani Filipova discusses the evolving landscape of artificial intelligence tools and advocates for a specialized approach to their application, rather than relying on a single platform for all tasks. Filipova likens the common practice of using one AI for everything to using a hammer for every job in a toolbox, emphasizing that different tools serve different purposes.

Filipova, who has been actively using AI since November 2022, starting with the launch of ChatGPT, details a rigorous testing process. “Every new model. Every update. Every tool that promised to change everything. I’ve tried them all,” Filipova states, highlighting a commitment to understanding the nuances of various AI technologies.

The Importance of AI Specialization

The core of Filipova’s argument centers on the idea that the effectiveness of AI is highly dependent on the specific task at hand. Through consistent side-by-side testing of different models on the same tasks, Filipova has identified distinct strengths for various AI platforms. This approach is necessary, as Filipova notes, “these tools change constantly, and what was true three months ago might not be true today.”

Filipova outlines a current toolkit based on daily tasks:

  • Writing long documents
  • Researching with sources
  • Summarising threads
  • Building automations
  • Generating images
  • Getting today’s news

Filipova’s Current AI Toolkit

According to Filipova, a clear pattern has emerged, leading to a personalized AI strategy:

Reasoning and Long Context: Claude

For tasks requiring deep reasoning, extensive context, or careful structuring, Filipova recommends Claude. This aligns with Claude’s known capabilities in handling complex prompts and maintaining coherence over long texts.

Fact-Based Research: Perplexity

When the need arises for factual information backed by verifiable sources, Perplexity is Filipova’s tool of choice. This highlights Perplexity’s strength in providing cited information, crucial for research and verification.

Brainstorming and Alternative Angles: ChatGPT

Filipova suggests using ChatGPT for brainstorming sessions or when seeking a more unconventional or “edgy” perspective. This positions ChatGPT as a valuable tool for creative ideation and exploring diverse viewpoints.

Exceptional Visuals: Midjourney

For generating high-quality, exceptional visual content, Midjourney is identified as the preferred platform. This acknowledges Midjourney’s reputation for producing sophisticated and artistically rendered images.

Efficiency through Voice: Wispr Flow

A significant time-saver for Filipova is Wispr Flow, an application that converts spoken words into text. “Wispr Flow – I don’t use my keyboard anymore, I talk and this app writes. it is amazing – it saved me hours a week of writing,” Filipova shares, underscoring its impact on productivity.

Real-Time News: Grok

Surprisingly, Grok has become Filipova’s go-to for immediate news updates. Filipova notes a significant improvement in Grok’s capabilities, stating, “Grok — when you need what’s happening right now. This one surprised me the most. It used to be rock bottom. Now it’s my go-to for real-time news.”

Cross-Modal Tasks: Gemini

When working with both text and images concurrently, Gemini is the recommended AI. This points to Gemini’s strengths in multimodal understanding and generation.

Ultimately, Filipova concludes that the pertinent question is not “which AI is best,” but rather, “which AI is best for this.” This reframes the user’s relationship with AI, encouraging a more strategic and informed selection process. Filipova also mentions that learning to use AI as a “thinking partner” is a key focus within the Portfolio Career Accelerator program.

📝 About This Content

This article is based on insights shared by Ani Filipova on LinkedIn.

📅 Originally posted on April 12, 2026 | View original post on LinkedIn →