Livestream Thematic Anchors
This page splits the broad official Worldsfair livestreams into thematic anchors without copying full transcripts into the wiki. Use it as a routing layer into transcript markdown, slide decks, topics, questions, harnesses, and evaluations.
WF2026 Autoresearch And Keynotes
This stream is the primary event-video source for the Autoresearch and keynote arc: automated research, dense retrieval, model improvement, evaluation, and research-agent workflows.
Source Links
- Video/resource page: youtube 4sX_He5c4sI
- Transcript markdown: youtube 4sX_He5c4sI transcript
- Slide deck: youtube 4sX_He5c4sI slides
- Slide deck: youtube 4sX_He5c4sI dense slides
- Slide deck: youtube 4sX_He5c4sI reconstructed slides
Thematic Anchors
- Autoresearch workflow: autoresearch, agentic search, agent evaluations
- Retrieval and test-time compute: 2026 06 30 han xiao autoresearch for dense retrieval test time compute with frozen embedding models, agentic search
- Evaluation as research control loop: agent evaluations, 2026 06 30 laurie voss evals track intro
- Memory and continual learning: agent memory, what context graph and memory architecture is practical
Slide-Derived Claim Boundary
- Use this stream to connect autoresearch claims to retrieval, source comparison, and evaluation loops rather than treating it as a generic keynote recording.
- The reconstructed slide deck is high-signal for broad event framing but still needs image review before using small OCR details as final claims.
WF2026 Software Factories And Keynotes
This stream is the primary event-video source for the Software Factories/keynote arc: coding agents, verifiers, sandboxes, software-factory operations, and production AI engineering.
Source Links
- Video/resource page: youtube htM02KMNZnk
- Transcript markdown: youtube htM02KMNZnk transcript
- Slide deck: youtube htM02KMNZnk slides
- Slide deck: youtube htM02KMNZnk dense slides
- Slide deck: youtube htM02KMNZnk reconstructed slides
Thematic Anchors
- Software factories: software factories, when do software factories outperform individual ide agents
- Coding-agent quality gates: coding agents, agent eval gate, coding agent code review loop
- Sandboxes and runtime isolation: ai sandboxes, sandboxed agent execution
- Inference and operating budget: inference engineering, what latency and cost budget is right for agent systems
Slide-Derived Claim Boundary
- Use this stream to connect software-factory claims to verifier, sandbox, review, and rollout infrastructure.
- The reconstructed slide deck is high-signal for keynote framing and company/program themes; keep slide-derived details labeled until reviewed against the image.