Rijul Gupta
@NotReallyRijul
Founder and CEO of Deep Media Deepfake Detection and Disinformation Security Positronic brain
To try out DeepSeek R-1 recently, I did the laziest thing possible, which was to open up ChatGPT and pick out a few recent prompts. I thought the answers were remarkably similar in both content and structure. Judge for yourself: 1. What was used for refrigerants before cfcs?
Deepfakes are fucking up biometric security systems. Biometric security in face uses embedding vectors to determine facial similarity, these same models are integrating into Deepfakes. Banks, passports, etc - nothing is safe anymore. deepmedia.ai/blog/2025-biom…
Not everything viral is real. The burnt Oscar statue photo, shared widely on Instagram, was flagged by our DeepID platform. See how quickly fake visuals can gain traction—and why content verification is critical—in our latest report. deepmedia.ai/reports/lost-o… #DeepfakeDetection…
What makes CLIP work? The contrast with negatives via softmax? The more negatives, the better -> large batch-size? We'll answer "no" to both in our ICCV oral🤓 By introducing SigLIP, a simpler CLIP that also works better and is more scalable, we can study the extremes. Hop in🧶
I came up with a technique for dynamic token selection in Vision-Language Models. Instead of wasting compute on every part of an image, this method adapts the number of tokens based on the complexity of each region. Here’s an example of how it works: 👇
The “AI Girlfriend” where anybody but you has the logs is a marketing tool.
theverge.com/2025/1/6/24337… Two of these can be linked to run a 405B model like llama 3.1 (quantized). Fuckin nuts.
Curious about @huggingface SMOLLM V2 models, going to give them a shot.
SmolVLM running at 80 tok/sec on a 4-year old M1 is just incredible. The future is lit
SmolVLM was just released 🚀 It's a great, small, and fully open VLM that I'm really excited about for fine-tuning and on-device use cases 💻 It also comes with 0-day MLX support via mlx-vlm, here's it running at > 80 tok/s on my M1 Max, cc @Prince_Canuma 🤯
BREAKING NEWS: How Schools Across America Are Struggling With AI Deepfakes: How Schools Across America Are Struggling With AI Deepfakes Authored by Aaron Gifford via The Epoch Times (emphasis ours), Gone are the days where the biggest concern is… dlvr.it/TFg5zz
This is so cool. This edit was done all inside of ComfyUI! The cuts were done based on a BPM analyzer and the videos were generated with Runway API nodes So so so clever
Absolute beefcake.
Now that Jeff Bezos has retired, Brian Chesky has to be the most jacked CEO 💪
It seems strange that the tools we have for creating synthetic media are much more restrictive about what we can create than the platform that host and distribute the resulting material. My column on YouTube opening its doors to deepfakes today: platformer.news/p/youtube-open…
It predicts the page you’re *about* to receive using a MAMBA/S5 model trained on 80’s movies.
Great definition of a Deepfake by @DeepMedia_AI resident philosopher Ryan!
🔍 Curious about the true essence of 'Deepfake'? 🎭 Dive into the exploration by Ryan Ofman and uncover its comprehensive definition. Let's ensure we're on the same page with this evolving technology. Read more here: deepmedia.ai/blog/what-is-a… #deepfake #ai #ArtificialIntelligence…
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