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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
Poppy is a draft Personal Agent Protocol for assistants working with businesses through discovery, sign-in and shared sessions. Use its concepts to specify an explicit reservation-change handoff and confirmation receipt. Instinct is a named participant; that does not establish a working integration in every account.
Techniques & protocols · Everyday assistants · Business & operations
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-made procedural visual puzzle retained. Artifact page read, WebGL game not played; next inspect generation and interaction details.
Video, audio & 3D · Everyday assistants
Primary source read
August research discovered in 90-day catch-up; session isolation and voice/tool coordination warrant a practical evaluation. Next read methods and public implementation; no household reliability test.
Everyday assistants · Agents & automation · Open & local AI
Needs verification
New r/artificial lead, identity tentatively linked through primary search. Next verify operator identity, permissions, pricing and actual communication limits. Do not infer authorization or safe financial autonomy.
Everyday assistants · Business & operations · Agents & automation
Needs verification
Connect describes forthcoming glasses/Charm features. Verify release availability and separate reported Mac vulnerability/Amazon access claims before changing existing guide; this is an announcement follow-up.
Everyday assistants · Trust & access
Primary source read
Original October 5 report read through its ranking methodology and spending section. Next explain traffic, mobile activity and panel spending as different measures; none alone establishes task quality.
Business & operations · Everyday assistants
Needs verification
Secondary article located and page retrieved. Next verify primary privacy controls and build an original interview-to-outline exercise that distinguishes remembered facts from invented narrative.
Everyday assistants · Writing & knowledge work
Needs verification
Secondary October 10 article read in browser after web errors. Next compare the dated Google access notice against current plans; no price or entitlement copied as a verified fact.
Everyday assistants · Models & capabilities
Primary source read
Existing documented opportunity matched by canonical URL; announcement re-read. Still needs an original learning fixture and account-specific access check. No new model benchmark claimed.
Everyday assistants · Research & education
Needs verification
Secondary October 7 reporting read. Next open the cited original agency warning and separate overall scam losses from AI-attributable losses; no aggregate repeated as an AI-specific statistic.
Trust & access · Everyday assistants
Primary source read
Show HN discovery. Next verify the AI intake path, household permissions and a fictional event-update exercise; app not installed.
Everyday assistants
Needs verification
Audit surfaced a six-product comparison workflow. Existing Muse/dots/Grok guides do not supply a controlled cross-tool task comparison. Read full article and official access details next.
Everyday assistants · Writing & knowledge work
Primary source read
An independent project inspired by Meta Muse, not an alias for it. Abstract describes a multi-device architecture; follow code and implementation/roadmap boundaries before recommending installation.
Everyday assistants · Agents & automation · Open & local AI
Needs verification
Video metadata only. Follow the original product docs for messaging/memory setup and actual access; not a watched or verified demonstration.
Everyday assistants · Agents & automation
Primary source read
New guide published from primary documentation, with a fictional meaning-preservation sample and manual comparison sheet. No recognition benchmark or installation test performed.
Everyday assistants · Open & local AI · Writing & knowledge work
Source-linked discovery
Meta AI Research introduced Muse Realtime Avatar in a blog post dated September 23, 2026, describing it as embodiment technology that turns Muse Realtime Voice into expressive, interactive avatars. Per the source, it brings "any character into a live conversation": a photographic portrait responds with subtle expressions while a full-body illustration gestures and shifts posture as it speaks, and animals and everyday objects become expressive.
Everyday assistants
Source-linked discovery
Ankita v2.5.1 is described as a release focused on improving its built-in browser when users hand it work and step away.
Everyday assistants
Source-linked discovery
The announcement says Pivra Desk is opening up today as a local-first, human-in-the-loop AI agent for Mac and Windows, where reading and searching run on their own while sending, paying, publishing and changing actions wait for user approval.
Everyday assistants
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