Taras
Organic Intelligence | Machine Learning Unicorn | Indie AI Engineer | Seeking Phronesis
Posts
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Turns out, 'AI for everyone' was not the winning move
More AI everywhere doesn’t mean better results. Small teams of AI experts beat mass licenses. Attackers now use AI to run cybercrime at machine speed. Leaders can’t keep up. Tools still forget us. The winners? Focused expertise and hybrid AI, not AI everywhere.
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Copilot Now Speaks Fluent Google—Your Lost Files Are Saved
This week's edition covers Microsoft Copilot's cross-platform search and memory features, ChatGPT's new voice-and-text integration, Google Gemini 3's coaching capabilities for students and creators, free ChatGPT access for teachers, and Claude's extended conversation threads.
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Apps SDK Brings Custom UI to ChatGPT
This week's edition covers building custom interfaces in ChatGPT, Google's Veo 3.1 video generation with native audio, multi-turn agent evaluation, and monitoring agent reasoning.
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Europe Pivots from Rules to Reality
This week's edition covers the EU's €1 billion push to actually use AI, the hardware crisis making AI less accessible, and the UK's regulatory sandbox experiment—three stories about the gap between AI policy and practice.
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OpenAI Builds a Browser Around ChatGPT
This week's edition covers OpenAI's new Atlas browser that combines ChatGPT with web browsing and memory, and Adobe Firefly's AI-generated soundtracks and voiceovers for commercial projects
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Give Claude Memory and Skills via API
This week's edition covers Anthropic's new memory and Agent Skills APIs for building agents, Karpathy's transparent LLM training pipeline, on-device inference with Windows ML, and circuit-based interpretability tools that cut data requirements by 150x.
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Your AI Now Does the Reading, Talking, and Data Entry for You
This week's edition covers AI tools that handle the busywork—NotebookLM transforms documents into narrated videos, ChatGPT creates editable diagrams from sketches, Windows Copilot goes voice-first, and Notion's AI Agent automates hours of data wrangling.
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Midjourney 7 Alpha: First Impressions
Midjourney's V7 model, announced on April 4, marks a substantial leap forward in AI image generation quality. After testing the newly released V7 model against V6.1 using identical prompts, I've observed significant improvements in photographic realism and technical accuracy. This article shares my initial findings
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Rethinking AI Personas: The Grimoire Approach to Natural Dialogue
Creating better AI interactions isn't about mimicking human behavior. Grimoire, a lean 1500-character prompt architecture, shows how thoughtfully designed patterns can create more meaningful dialogue across any AI model.
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Cultivating Deep Conversations with AI: The Grimoire Experiment
What happens when AI becomes a partner in exploration rather than just a tool for answers? Our experiments with Grimoire reveal how thoughtfully designed AI interactions can transform digital exchanges into genuine intellectual discourse.
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Beyond Reason: How AI Models Mirror Human Social Behaviors
While rational thinking emerges naturally in AI language models, they may also develop social behaviors. Experiments based on classic conformity studies reveal that AI models can mirror human group dynamics, with implications for psychology, personal growth, and social research.
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Hello, World!
Founder's Letter
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