It would if we had infinite fine-tuning data.
But we most definitely don't.
GENERATIVE AI
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Fine-tuning data scarcity limits model improvement potential
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Human Reasoning Beyond Token Prediction: Mental Models
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Human reasoning is not based on auto-regressive discrete symbol (token) prediction.
It is based on the manipulation of mental models in continuous representations spaces.
It is based on *searching* for a set of manipulations of this model to arrive at a particular result. -
ByteDance Unveils Seedance 1.0 AI Video Generator Surpassing Google VEO 3
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Bytedance vient de dévoiler Seedance 1.0, générateur vidéo par IA, concurrent direct à google VEO 3 et qui sur les benchmark le dépasse même.
— VISION IA (@vision_ia) 18 juin 2025
Bientôt, on pourra affirmer, plus rien n’est réel…
Voici des exemples hallucinants : pic.twitter.com/ylYgt9DTplBytedance vient de dévoiler Seedance 1.0, générateur vidéo par IA, concurrent direct à google VEO 3 et qui sur les benchmark le dépasse même. Bientôt, on pourra affirmer, plus rien n’est réel… Voici des exemples hallucinants :
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Beyond Autoregressive: Rethinking Sequential Symbol Prediction in AI
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This is a fundamental flaw of sequential (auto-regressive) symbol prediction.
The fix is simple: don't do auto-regressive symbol prediction. -
ChartPixel: AI-powered data visualization and presentation generation tool
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9. ChartPixel
Instantly turn data into beautiful charts and full presentations. Upload your spreadsheet, and it builds slides and graphs for PowerPoint or PDF export. -
Arcwise: AI-powered spreadsheet assistant for business metrics
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10. Arcwise
Your personalized spreadsheet assistant. Connect it to Google Sheets or Excel, input your business metrics or goals, and get AI-powered answers tailored to your exact context. http://
arcwise.app -
Julius AI: ChatGPT for Data Analytics and Business Insights
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7. Julius AI ChatGPT for analytics. Upload Excel or CSV files, ask data questions like “Which customer tier is most profitable?” and get executive-ready visuals and insights.
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ChatGPT Integration for Google Sheets via Numerous.ai
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6. http://
Numerous.ai
Add ChatGPT right inside Google Sheets. Type =GPT("Summarize this email") and get real-time AI assistance directly in your cells. -
Genius Sheets: AI-Powered Business Data Analytics Platform
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3. Genius Sheets Connects to your business platforms (CRM, accounting, etc.) and answers complex questions with clean visual insights. Just ask, “What’s the monthly revenue trend?” and get charts instantly. http://
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Rows: AI-Powered Spreadsheet for Data Analysis and Visualization
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4. Rows
A spreadsheet with built-in AI that lets you analyze, clean, and visualize data using commands like “summarize” or “classify.” Paste or upload data — it does the rest.