My thoughts on using more than 2 input images with kontext, given current limitations.
MULTIMODAL AI
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Multimodal AI Image Processing Constraints and Trade-offs
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Right now it's constrained on kontext only taking a single image. You add multiple by concatenating images into a single one. The more images you pass in: – the less information gets kept from each one (fewer pixels per image)
– the harder it gets to prompt
– the more likely -
Vision AI Transforms Smart Cities Railways Enterprise Automation
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🤔 Curious how Vision AI is shaping real-world industries?
— NVIDIA AI (@NVIDIAAI) 3 juin 2025
See how #VisionAI integrates with physical and agentic AI workflows across smart cities, railways, and enterprise automation at #GTCParis hosted by #VivaTech.
Discover our curated sessions, interactive workshops, and… pic.twitter.com/05cAVF4acJCurious how Vision AI is shaping real-world industries? See how #VisionAI integrates with physical and agentic AI workflows across smart cities, railways, and enterprise automation at #GTCParis hosted by #VivaTech. Discover our curated sessions, interactive workshops, and
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Kontext Updates: Safety Controls and Multi-Image Model Support
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Shipped some small quality of life improvements to kontext today. You can now: – change the safety_tolerance (though image inputs are still limited to 2)
– pick an output format (jpg or png) Also, we have two multi-image models now. -

Flux Kontext Multi-Image Support Now Available in Pro and Max
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Our experimental flux kontext multi-image support now comes in two flavors, one for pro and one for max: Pro: https://
replicate.com/flux-kontext-a
pps/multi-image-kontext-pro
… Max (original): https://
replicate.com/flux-kontext-a
pps/multi-image-kontext-max
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OpenAudio S1 introduces emotional nuance to AI voice synthesis
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Most AI voice tools sound human.
— God of Prompt (@godofprompt) 3 juin 2025
But OpenAudio S1 feels human.
AI voices with emotions, nuance, and soul – just type (empathetic), (angry), (whispering) and it acts it out.
This changes everything. https://t.co/i5cPxoHLkQMost AI voice tools sound human. But OpenAudio S1 feels human. AI voices with emotions, nuance, and soul – just type (empathetic), (angry), (whispering) and it acts it out. This changes everything.
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Fish Audio AI Voice Tool Now Available for Free
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Ready to Try It? Fish Audio is now live and it’s free to try. If you create content, build products, or just want your own AI voice twin…
This tool belongs in your stack. -
Instant Audio Transcription Using AI Speech-to-Text
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3/ Instant Transcription, No Fuss
— God of Prompt (@godofprompt) 3 juin 2025
Got audio? Fish turns it into perfectly formatted text using Speech to Text.
Great for:
• Lecture notes
• Podcast transcripts
• Captions for social video
And it's lightning fast. pic.twitter.com/byjZblzCaN3/ Instant Transcription, No Fuss Got audio? Fish turns it into perfectly formatted text using Speech to Text.
Great for: • Lecture notes
• Podcast transcripts
• Captions for social video And it's lightning fast. -
Voice Cloning Capabilities of Fish Audio
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2/ Clone Any Voice Yours or Theirs
— God of Prompt (@godofprompt) 3 juin 2025
Fish Audio’s Voice Cloning is next-level.
It captures:
• Accents
• Emotions
• Speech patterns
• Vocal quirks
Perfect for YouTubers, actors, podcasters or anyone building a voice-first brand. pic.twitter.com/BbZjYxNk3X2/ Clone Any Voice Yours or Theirs Fish Audio’s Voice Cloning is next-level. It captures: • Accents
• Emotions
• Speech patterns
• Vocal quirks Perfect for YouTubers, actors, podcasters or anyone building a voice-first brand. -

Fish Audio Launches Voice Cloning and Text-to-Speech Studio
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Meet Fish Audio: The World's Most Capable Voice Cloning and Text-to-Speech Studio Fish Audio offers voice cloning, custom libraries, and studio-quality speech. It delivers speech so real, you’ll think it was human-recorded. https://
fish.audio