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Current
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.
Needs verification
Community benchmark uses one run per model and mostly hidden questions. Next inspect the linked modeltested.com public cases and raw answers; no general model ranking promoted. October 12 retry did not obtain new underlying evidence; keep pending.
Models & capabilities · Business & operations
Primary source read
Primary product announcement read. Next design a routing exercise with held-out labels, abstention and perturbation checks; distinguish vendor accuracy claims from our tests.
Models & capabilities · Business & operations · Agents & automation
Primary source read
Identity and capture/export docs established. Free exports have watermark and length limits; AI tools and 4K are Pro in docs. Next create an original product-demo exercise. No installed-app or offline verification.
Video, audio & 3D · Business & operations
Primary source read
Older October 7 and September 25 changelog entries found during area rotation. Next verify migration docs and self-hosting prerequisites before an operational guide; no claim that hosted Company Brain remains available.
Agents & automation · Writing & knowledge work · Business & operations
Primary source read
Previously queued project now has a worked guide based on setup and export documentation.
Writing & knowledge work · Business & operations
Source-linked discovery
Pér is described as moving an approved audience or decision into marketing and business tools that are already enabled.
Business & operations
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