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The wider picture
Find products, models, and ideas. Follow the evidence and see how they change over time.
Research notes from web and browser scans, including leads still being verified. Dates record observations, not release dates.
Primary source read
ArtCraft is an image and video workspace with 2D composition and 3D staging. Use an approved reference to make a three-shot product scene, then check object and lighting continuity before animating it. Available models and generation charges depend on the account; the accompanying workflow has not been run in the app.
Image & design · Video, audio & 3D
Primary source read
FLUX.3 Image Klein is a reference-image editing model with caption and layout controls. Try it for a color variant that must fit an existing character rig, checking both silhouettes and attachment points. Boxes guide rather than mask the edit; gated access, terms and hardware need checking before use.
Video, audio & 3D · Image & design · Open & local AI
Primary source read
GameFactory-3A is a collection of agent skills, asset pipelines and engine adapters for building game prototypes. Its documented path starts with a coding agent reading the project’s setup overview, then selecting the engine and asset work. The demos combine generated objects with downloaded or existing assets; they do not establish that an entire commercial game was produced in one step. This can help developers explore an asset-to-engine workflow, but model providers, hardware and asset permissions depend on the selected path. Current has not executed a demo.
Video, audio & 3D · Software development · Image & design
Primary source read
Underbloom’s creator describes building creatures from approved references, cutting separate image parts and fitting them to procedural rigs. The useful pattern is to test one assembled character before generating variants. The companion exercise uses an original four-part courier; Current has not play-tested the game.
Video, audio & 3D · Image & design · Software development
Primary source read
Blokkily is an experimental music workstation with synchronized pattern editors and an arrangement timeline. An AI composition assistant proposes musical changes for review, and an MCP bridge allows agent control. The useful distinction is between editing an inspectable song and accepting a generated audio file: the arrangement remains available for revision. Its documented export renders the arrangement, so a live pattern performance must first be recorded there. Plugin and operating-system requirements vary. Current checked the README, but has not installed it, listened to exports or tested the assistant.
Video, audio & 3D · Open & local AI
Needs verification
Aggregate commentary retained for individual project checks. REA guide remains accurate; linked games require separate evidence and permission review.
Software development · Video, audio & 3D
Primary source read
Creator artifact describes sound-based play across devices. No microphone access or runtime test; next inspect its communication constraints.
Video, audio & 3D · Everyday assistants
Primary source read
Creator describes game production and review. Next inspect one artifact and handoff; speed and game counts remain author-reported.
Video, audio & 3D · Software development
Primary source read
Multi-speaker streaming described in model card. Reconcile license header/body and inspect audio.cpp implementation before a deployment guide.
Video, audio & 3D · Models & capabilities
Needs verification
Recent Key Code Media demonstration metadata. Next locate canonical product docs and confirm ingest, search and export boundaries.
Video, audio & 3D · Business & operations
Needs verification
October 14 research metadata. Next verify model card, release artifacts and representative speech-to-video limitations.
Video, audio & 3D · Models & capabilities
Needs verification
Metadata suggests manual topology repair around joints before UV/rigging. Next inspect the actual mesh and original demonstration, including failure cases.
Image & design · Video, audio & 3D
Primary source read
Creator-made procedural visual puzzle retained. Artifact page read, WebGL game not played; next inspect generation and interaction details.
Video, audio & 3D · Everyday assistants
Needs verification
Community reports a 3D reference benchmark. Next locate canonical repository/paper and inspect task construction; no score treated as established.
Video, audio & 3D · Models & capabilities
Needs verification
Creator excerpt references graphics research. Next follow paper and working artifact; no reproducibility claim yet.
Video, audio & 3D · Research & education
Needs verification
Indexed X post. Next identify the canonical repository and distinguish original demo from reposts.
Software development · Video, audio & 3D
Primary source read
Workbench identity verified; early access. Next inspect actual asset/version handoff and access conditions before a tutorial.
Video, audio & 3D · Agents & automation
Needs verification
Verify primary Custom Models/Foundry documentation and permission boundaries; editorial procedure alone does not establish rights clearance.
Video, audio & 3D · Trust & access
Primary source read
Avid presents a production-control framework, not a shipped autonomous editor. Next map it to an inspectable ingest-and-review exercise.
Video, audio & 3D · Business & operations · Techniques & protocols
Needs verification
Next read original Adobe case study and separate environmental planning from likeness permissions; no independent production test.
Video, audio & 3D
Primary source read
Current public page positions campaign creation and analysis. Next inspect controls, artifact editability and cost boundaries; revenue claims untested.
Video, audio & 3D · Business & operations
Primary source read
March acquisition account confirms identity, not public tool availability or a current launch. Next locate accessible workflows and primary technical material.
Video, audio & 3D · Business & operations
Primary source read
Original March documentation, rediscovered through comparison. Next verify current board workflow, credits and editable handoff.
Video, audio & 3D · Agents & automation
Primary source read
September 23 announcement verified; Studio 19+ and paid Runway generation are specified. Next inspect plugin instructions and original-versus-generated timeline handoff.
Video, audio & 3D
Dedicated release and documentation searches supplement broad discovery. This is the last recorded attempt, not a guarantee that every launch was found.
No published result
Attempted 2026-10-10 22:14 UTC · 1 search calls
No published result
Attempted 2026-10-10 22:10 UTC · 2 search calls
Research published
Attempted 2026-10-10 22:12 UTC · 2 search calls
Research published
Attempted 2026-10-10 22:30 UTC · 2 search calls
No published result
Attempted 2026-10-10 23:00 UTC · 2 search calls
No published result
Attempted 2026-10-10 23:30 UTC · 2 search calls
A completed attempt is not a complete sweep of the internet. Deferred results were withheld or found no supported candidate. Uncertain attempts retain their cost reservation. Areas not yet searched may be waiting for budget. Web search uses OpenRouter / Exa; native social/video search is not included.
Attempted 2026-10-11 00:00 UTC · 2 search calls
Research withheld during identity and claims.
Attempted 2026-10-11 02:30 UTC · 2 search calls
Attempted 2026-10-11 03:00 UTC · 2 search calls
Research withheld during identity and claims.
Attempted 2026-10-11 00:30 UTC · 2 search calls
Research withheld during identity and claims.
Attempted 2026-10-11 02:00 UTC · 2 search calls
Research withheld during identity and claims.
Attempted 2026-10-11 01:00 UTC · 2 search calls
Research withheld during identity and claims.
Attempted 2026-10-11 03:30 UTC · 1 search calls
Search provider outcome uncertain (invalid-provider-output); reservation retained.
Attempted 2026-10-11 04:00 UTC · 2 search calls
Research withheld during identity and claims.
Attempted 2026-10-11 04:30 UTC · 2 search calls
Research withheld during identity and claims.
Every five minutes the worker checks which feeds are due. Each feed is requested at most once per 30 minutes. Only headline, link, and dates are retained; no video transcripts, comments, or article bodies.
Unavailable · history retained
Checked 2026-10-05 08:05 UTC
Needs a fresh check
Checked 2026-10-05 08:05 UTC
Needs a fresh check
Checked 2026-10-05 08:05 UTC
Unavailable · history retained
Checked 2026-10-05 08:05 UTC
Needs a fresh check
Checked 2026-10-05 08:10 UTC
Attempted 2026-10-10 09:00 UTC · 2 search calls
Research withheld during identity and claims.
Attempted 2026-10-10 09:30 UTC · 2 search calls
Attempted 2026-10-10 21:50 UTC · 2 search calls