Predictive models, model training, evaluation and learning algorithms.
Why Nobody Has Solved Continual Learning
9d ago · English audio
Charlie O'Neill, Co-Head of Model Training at Baseten, explains why the train step in the own-your-intelligence loop is still unsolved once you update a model continually instead of once. He walks through the trade-offs: SFT can install new knowledge but is off-policy, and repeated SFT causes catastrophic forgetting and degrades general capabilities, while RL forgets less but can only upweight what the model already…
LangChain
LangChain enables every company to own their intelligence. LangChain's open, model-agnostic harnesses give teams choice and control over how they build their agent architecture. LangSmith brings testing, deployment, and monitoring together so teams can continuously improve their agents, compound intelligence, and govern them at scale. More than 7,000 customers, including Nvidia, Bridgewater, LinkedIn, Workday,…
Outlier score
This score was measured on Sun, 25 Oct 2026 23:37:53 GMT. Current view counts may differ.
14.6K views ÷ a 4.4K baseline = 3.3×. Compared with 38 earlier videos from the same channel, matching the format recorded at scoring time. Older-upload baseline: reference videos had at least as long to gain views. This comparison is not age-matched.
YouTube snapshot: Mon, 26 Oct 2026 01:53:43 GMT. Counters may have changed.
Read the methodologyArtificial Intelligence & Data
Channel-balanced percentile: 39
Comparison details
70 videos from 47 other channels, with each channel weighted equally. Same format and language, with 100,000–999,999 subscribers. Observed at 226 hours after publication, within ±45 hours.
The comparison uses this broader topic because the specific niche has too few examples. This describes the collected sample, not all of YouTube. Updated Mon, 26 Oct 2026 02:02:08 GMT.
Niches & tags
Generative models, prompting, agents and AI tool capabilities.
Transcripts and detailed analytics are available for recent outlier Shorts up to three minutes. Research tools