The next bottleneck in robotics and autonomous systems is turning fleet experience into the right training data.

Reverie launches as LanceDB's summit for AI builders, GPU training bottlenecks traced to CPU-side transforms, and CrewAI unifies cognitive memory on LanceDB, plus upcoming events, enterprise updates, and community updates.

A deep dive into data loading for model training — the three pipeline stages, parallelism strategies, shuffling, caching, resumability, and how LanceDB's StreamingDataset fits in.

One day with the researchers and engineers building generative video, world models, physical AI, and the data systems beneath them.

Multi-bit RaBitQ hits 96% recall without refine overhead, Volcano Engine cuts training pipelines from 7 days to 1, Lance powers 100 Hz robotics data ingestion, plus upcoming events, enterprise updates, community updates.

Run a multimodal feature-engineering pipeline in ten minutes with geneva-examples, then rebuild its CLIP embedding step with LanceDB's feature engineering API, the same calls you'd use to enrich your own tables on LanceDB Enterprise.

CrewAI replaced a two-system memory stack with LanceDB, then rebuilt agent memory to resolve contradictions and gate recall on confidence. It now ships by default across 12 million monthly downloads and 2B+ agent executions.

Volcano Engine rebuilt its AI data stack on Lance, cutting a seven-day pipeline to one day and powering agent memory with LanceDB at 100K+ QPS.

Lance turns long robotics videos into random-access multimodal training data with 1.7–6× faster reads and 42% lower storage use.

Learn how to build an OCR pipeline for handwritten medical notes using DSPy, GEPA, and LanceDB to manage images, labels, outputs, metrics, and retrieval.

How LanceDB's latest IVF_RQ improvements raise recall, cut p99 latency, and let teams tune vector search at query time with approx_mode.

Benchmark Lance vs Delta vs Iceberg on S3 metadata performance, update blob rows without reading bytes, and train world models directly from object storage, plus upcoming events and enterprise and community updates.