Multimodal Monday #27: Small Models Beat Giants
Multimodal Monday #27: ModernVBERT's 250M beats 10x larger, DocPruner slashes storage 60%, and Claude Sonnet 4.5 codes 30+ hours. Scale reimagined!
Multimodal Monday #26: Adaptive Retrieval, Visual Reasoning
Multimodal Monday #26: MetaEmbed scales retrieval on-the-fly, EmbeddingGemma beats giants with 308M params, and Veo3 develops reasoning.
Multimodal Monday #25: Mind Reading Meets Model Efficiency
AI reads intentions in video, Moondream delivers frontier performance at 2B params, Alibaba open-source matches OpenAI. Understanding "why" changes everything!
Multimodal AI for Contextual Advertising
Contextual advertising is changing. To adapt, businesses need to understand how multimodal AI works, why taxonomies matter, and what this means for the future of advertising.
Migrate from IAB Content Taxonomy 2.x to 3.0 (Free Open-Source Mapper + CLI Tool)
Migrate from IAB Content Taxonomy 2.x to 3.0 in minutes with this free open-source mapper. Runs locally, offers a demo UI, pip/npm CLI, and AI-powered methods (TF-IDF, BM25, KNN, LLM re-rank) for accurate results.
Multimodal Monday #24: Post-Training Prevails, Neural Rendering Rises
RecA boosts quality 17% with 27 GPU-hours, RenderFormer replaces graphics pipelines with transformers, and Lucy-14B delivers instant video. Alignment beats retraining!
Multimodal Monday #23: Efficiency Evolves, Agentic Advance
Multimodal Monday #23: REFRAG speeds RAG by 30x, WebWatcher crushes GPT-4o by 27%, and embeddings hit theoretical limits. Efficiency wins big!
Multimodal Monday #22: Spatial Crisis, Trust Bottleneck
Multimodal Monday #22: MLLMs fail basic rotations, Intern-S1 beats GPT on science, and MultiTrust-X exposes vulnerabilities. Trust rebuilds AI!
Multimodal Monday #21: Multimodal Reality, Expert Breakthrough
Multimodal Monday #21: Text crushes visuals in recommendations, GPT-5 beats doctors by 24-29%, and Spotify's AI evaluates podcasts. AI surpasses human limits!
Multimodal Monday #20: Multimodal Myths, Generative Frontiers
Multimodal Monday #20: Study challenges multimodal hype, Genie 3 builds 3D from text, and TURA blends real-time data. The future demands targeted deployment!
Multimodal Monday #19: Chinese AI Surge, Open Source Wins
Multimodal Monday #19: Wan 2.2 rolls out with a week of daily feature releases, HairCUP refines 3D avatars, and E-FineR boosts recognition. Open Source Chinese AI surges ahead!
Multimodal Monday #18: Real-Time Vision, Evolving Minds
Multimodal Monday #18: MoVieS rebuilds 4D in 1s, MindJourney boosts reasoning by 8%, and MOSPA predicts audio motion. Spatial intelligence takes off!
Multimodal Monday #17: Real-Time Cognition, Evolving Precision
Multimodal Monday #17: MoVieS creates 4D scenes in 1s, MOSPA tracks audio motion, and ColQwen-Omni unifies search. Real-time understanding expands!
Multimodal Monday #16: Real-Time Generation, Architectural Edge
Multimodal Monday #16: Mirage creates real-time games at 16 FPS, Ainos-Solomon fuses smell+vision, and LongVILA-R1 handles 3h video. Real-time drives new possibilities.
Taxonomy as Infrastructure: Migrating to IAB 3.0 in a Multimodal World
Accelerate your migration to IAB 3.0 and map messy internal taxonomies with AI. Learn how semantic tagging boosts monetization, RAG precision, and multimodal understanding—without lifting a finger.
Multimodal Monday #15: Collaborative Advantage, Specialized Innovation
Multimodal Monday #15: ARAG lifts Walmart recs by 42%, PubMedBERT SPLADE nails medical search, and Microsoft serves 1.8B fans. Specialization leads the way!
Intentflow: Open-Source UX Flow Engine for Product-Led Growth Teams
Intentflow is an open-source UX engine to trigger modals, tooltips, and banners using YAML, flags, and LLMs—built for growth teams.
Multimodal Monday #14: Dynamic Fusion, Contextual Evolution
Multimodal Monday #14: FlashDepth streams 2K depth, Vision-guided chunking redefines docs, Antares AI-GO secures pharma, and WAP aids robots. A new standard emerges.
Teaching CLIP, Whisper, and Gemini to Trust Nothing
If we can't spot a kangaroo in an airport as fake, what hope do we have against political deepfakes? FakeCheck is a trust-nothing detection system that caught viral fakes using CLIP, Whisper and Gemini.
Multimodal Monday #13: Efficient Edges, Open Horizons
Multimodal Monday #13: MoTE fits GPT-4 in 3.4GB, Stream-Omni matches GPT-4o open-source, and Tesla’s Robotaxi rolls out. Efficiency will rule the future!
Multimodal Monday #12: World Models, Efficiency Increases
Multimodal Monday #12: V-JEPA 2 boosts vision understanding with self-supervised world model, LEANN cuts indexing to 5%, and DatologyAI CLIP gains 8x efficiency.
Multimodal Monday #11: Niche Power, Smarter Vision
Multimodal Monday #11: DINO-R1 teaches vision to think, Light-ColPali cuts memory by 88%, and NVIDIA’s surgical vision leads personalized AI. The future is niche and efficient!
Building a Multimodal Deep Research Agent
Move beyond text-only search. Learn to build AI agents that reason across documents, videos, images, and audio for comprehensive multimodal research and analysis
Meet Milo
Milo the Meerkat is the official mascot of Mixpeek.