Research lab or companyUser-requested source
Scale Labs
research lab/company
Executable agent benchmarks, human-feedback research, data, safety, and evaluation.
AI Thought Leadership · Publication / index
Andrew Ng / DeepLearning.AI
Apprenticeship learning, unsupervised representation learning, end-to-end speech recognition, medical imaging, and implementation-focused education.
Type
Publication / index (individual and expert publication)
Directory section
User-requested source
What to monitor
The Batch technical insights, agent-development patterns, course and code artifacts.
Directory last reviewed
August 16, 2026
Why this source is monitored
Andrew Ng's reviewed research includes autonomous helicopter aerobatics, systematic analysis of unsupervised feature learning, Deep Speech 2, CheXNet, and CheXpert.
Official links
Reviewed topic lineages
Caveat and non-endorsement
Tier B synthesis unless an item links to a primary experiment.
Evidence boundary. The Batch is a discovery, education, and expert-synthesis channel. It should route readers to primary research but should not be presented as primary experimental proof.
Inclusion in this directory is a monitoring decision by Implement Agentic. It is not an endorsement, a partnership, a client relationship, or a claim that this person or organization endorses us. Product claims and personal forecasts must be traced to technical evidence before they are used as fact.
How we weight this kind of source
- Primary research: papers, technical reports, system cards, benchmarks, official repositories, university research, or government evaluations.
- Open ecosystem: code, weights, datasets, model cards, evaluation tooling, and reproducibility work. Verify license and provenance separately.
- Expert synthesis: interpretation by a named researcher or practitioner. Link through to the underlying evidence.
- Market signal: startup, investor, or portfolio activity. Use to detect direction of interest, not as proof of capability.
- Publication/index: discovery infrastructure. A listing establishes publication or preprint status, not correctness.
Other sources in this section
Research lab or companyUser-requested source
Anthropic Research
research lab/company
Frontier-model safety, interpretability, agents, human-use studies, and system-level trust.
Research lab or companyUser-requested source
OpenAI Research
research lab/company
Frontier models, agents, multimodal systems, safety, and AI-for-science programs.