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X media ↗2026-10-22
Guest modehighGated groupsPaid shoots
@dotey · X · Chicago · OTHER
Opens the X profile. · Are you @dotey? Claim this page
Free users are seeing the saved basic result as their first meaningful view, with deeper evidence still locked.
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Real X profile and recent post evidence are attached for @dotey; some items are still pending moderation.
Risk reading
High uncertainty
Evidence
Medium · 40
Risk reading
High uncertainty
Evidence
Medium · 40
The record has unresolved uncertainty from risk tags, moderation, mixed signals, or thin context. Treat this as a review prompt.
Nothing on this page is an identity, safety, or transaction verdict — it is collected evidence plus interpretation.
Main basis
Collected profile snapshot is availableCollected posts are availableModeration items are still pending
Reading limits
Does not predict future behaviorSaved media is still thinCommunity feedback is still thinModeration is not final
Image inventory
Low image inventory
9
Saved media
Image inventory
Low image inventory
9
Saved media
Only a few post images saved — sensitive / age-restricted media may be missing. Too small a sample for consistency analysis.
Post images
4
Unique images
4
Linked posts
4
Freshness
Recent
Latest captured media: 2026-10-22 04:13
Refresh only adds new media. Saved media stays archived even after the creator deletes the originals.
Quick read
Key account facts
Open
Quick read
Key account facts
Registration history
19y 6m
Follower / following
260.9K / 1,760
Posting evidence
30 collected
Profile density
Checkable profile evidence
Community calibration
Does this score match what you see? Your signal helps calibrate the account.
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Radar score
78
Risk
high
Followers
260.9K
Following
1,760
Posts tracked
30
Data status
Evidence available
A real collected snapshot backs this page (updated today). Reviews and moderation may still revise this reading.
Source: Live collected (third-party API)Last collected: 2026-10-22 04:13Stored records: 1Collected posts: 30Media assets: 9Public reviews: 0
Result source: Saved + collected evidence
Saved server record plus real collected X evidence.
Latest collection run: Collected
Status: collected 30 recent post(s).
Started at 2026-10-22 04:13 · Finished at 2026-10-22 04:13
📖 Member preview
Preview
Full media inventory
Preview count only; full archive opens after member access
Linked posts
Members can inspect which posts support saved media
Interaction structure
Members see more context behind score movement, not just the score
Risk reasons
Members can read why the page asks for caution or review
History changes
Members can inspect selected historical archive and timeline context
Context only — not identity or safety conclusions.
Free: one full view per account. Member: full score logic + more reviews. Pro: deep archive + corrections.
Collected X evidence
Profile snapshot
Collected profileFollowers
261K
Following
1,760
Tweets
35K
Recorded at
2026-10-22 04:13
Collected media evidence
Library note
9 saved asset(s) are attached to this account record.
Video thumb
Source tweet ↗2026-10-22
Post image
Source tweet ↗2026-10-22
Post image
Source tweet ↗2026-10-22
Video thumb
Source tweet ↗2026-10-22
Video thumb
Source tweet ↗2026-10-22
Video thumb
Source tweet ↗2026-10-22
Post image
Source tweet ↗2026-10-22
Post image
Source tweet ↗2026-10-22
Followers
261K
Following
1,760
Tweets
35K
Source
third_party_api
宝玉
Collected at: 2026-10-22 04:13
AI Engineer, dedicated to learning and disseminating knowledge about AI, software engineering, and engineering management.
Account created: 2007-04-02 03:42Profile location: Chicago, ILNext external refresh: 2026-10-25 04:13External link
Recent collected posts
tweet2026-10-22 04:09
为啥最近安全漏洞多 https://t.co/BucD9zkPjr
tweet2026-10-22 03:34
> TTS 读多音字、生僻字时经常读错，人工试听不可靠也不可规模化。这个方法把 TTS 音频交给 Kaldi 做语音识别，不看它识别出的汉字，而是读它解码路径上的音素（phoneme）序列，再与目标字的正确读音逐项比对，判定 TTS 到底读了什么音。
tweet2026-10-22 02:04
晚点新闻 @latepostnews 你们的 X 账号被黑了 https://t.co/6n03bOxtYV
@latepostnewsOpen on X
tweet2026-10-22 01:51
RT @tombkeeper: 刚开始接触生物学的时候，我经常想象原始海洋里的有机分子构成核糖核酸，然后诞生了最早的单细胞生物，单细胞生物又聚在一起变成黏糊糊的原始多细胞生物，最终一步一步演化出各种生灵。我也经常想，如果能在实验室里加速重现这一过程，完整观察整个生物演化史就好了…
@tombkeeperOpen on X
tweet2026-10-22 00:47
现在 AI 制作语音书效果还可以，但我觉得还不如专业的真人朗读的，另外还会有多音字错误，反而误导小朋友。所以有高质量真人的语音书还是选择真人的。 如果真要自己用 AI 做语音书的话，最好先用大语言模型过一遍发音，让 Agent 去操作 TTS，多音字都标注上拼音、停顿位置、情感，然后再去生成会好很多。 另外付费的比开源的普遍要好一些，但我没办法推荐哪家性价比高，我自己用 Gemini TTS 也不是因为它最好，只是用的顺手。
📊 Metric notes
6 items
Registration history
19y 6m
Created at 2007-04-02 03:42
Audience scale
260.9K
Follower count at the last collection.
Follower / following
260.9K / 1,760
Followers >> following · Followers far outnumber following — a strong structural signal. Ratio: 148.
Posting evidence
30 collected
Latest collected posts become the basis for content and risk interpretation.
Profile density
Checkable profile evidence
Enough stored structure and content samples — no empty-account penalty.
Community sample
0
Too thin for a platform conclusion.
🗺️ Identity map
RegionChicago
saved recordX profile says Chicago, IL.
LanguageOther
📋 Self-describedFrom the bio · not verified
- Region
- ChicagoX location field
- Entry threshold
- Gated
🧩 Judgment stack
Primary identity
Image seller
Agency / proxy
Content themes
Group / 4P+Image sellerVideo sellerSolo creatorPrivate chat
Monetization path
Paid content
Trust signals
Stable identityLow mutual-promo risk
Risk signals
Agency riskUnclear pricing
🧭 Why this type
Profile: Saved server profile for @dotey. The visible score now blends the durable lookup result with collected X evidence, media inventory, audience structure, and interaction traces; risk remains separate.
Collected posts: 5 saved recent post(s)
Media evidence: 9 saved media asset(s)
Community: 0 public review signal(s)
Location is self-declared.
🪪 Credit signals4
Account nature
Agency / proxy
Based on saved profile state, 5 collected post(s), 9 media asset(s), and 0 public community signal(s).
15 source(s)collectionevidence
Positive signals
Stable identity / Low mutual-promo risk
0 higher-weight review signal(s) and no public Photo Match attachment are currently available.
2 source(s)reviewcollection
Risk signals
Agency risk / Unclear pricing
0 caution/risk review signal(s) and 1 pending governance item(s) are attached.
3 source(s)reviewmoderationevidence
Suitable for
Real X evidence is attached for @dotey, so the profile no longer depends on a pure lookup-time identity guess.
Not enough reviews yet.
0 source(s)reviewcollection
🎬 Content experience
54/100Visual appeal
6.5
Exposure level
Unknown from public sample
Stimulation
6.1
Originality
6.0
Update stability
5.0
Paid-match confidence
3.2
📡 Platform signals
P1Following circle
thinAnalyzed
0
Priority candidates
0
Review queue
0
From accounts this handle follows; review-queue means lower priority only.
Open graph viewSite behavior
thin7d views
0
Favorites
0
Reports
0
Photo Match
Verification records
No live public Photo Match result is attached yet.
Use Photo Match when someone needs to prove that a specific photo or teaser video matches the person who appeared at verification time.
Community stance
How the crowd currently leans
No community signals yet — the first tracked review will appear here.
🪞 Identity signals
X account age19y 6m
Identity confidencemedium
Archive freshnessfresh
🧮 Score detail
10 items
Base profile+19
Follower quality+16
Audience structure+10
Commercial scale cap-2
Profile density+0
Media depth+9
Interaction trail+6
Positive feedback+0
Account age+8
Risk penalty-9
Featured media archive
Narrative fallbackReal X evidence is attached for @dotey, so the profile no longer depends on a pure lookup-time identity guess.
1 moderation item is still pending, so score interpretation can still move.
Risk stays elevated, so this page should be read through caution notes and approved evidence rather than score alone.
Approved image and video archive will appear here.
🏛️ Evidence stack
0 archive cards · 2 timeline notes
0 archive card(s), 2 timeline note(s), and 0 approved review(s) currently back this score.
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