Artificial intelligence
2 observations across 2 KOL feeds
Social sentiment & KOL insights
Follow the language, recurring themes and differences across public financial discussions and selected commentator feeds. Every observation links to its source.
How these signals are calculatedFilter the observations
- Observations
- 178
- Source accounts / feeds
- 6
- Channels with observations
- 3
- Net text tone
- -37.9Classified observations: 29
Channel coverage
Coverage reflects the configured feeds, not platform-wide access. A successful check can contain no posts in the selected window.
| Channel | Feed access | Observations | Positive language | Negative language | Mixed language | Unclassified |
|---|---|---|---|---|---|---|
| Bluesky | Fetched1 configured feeds | 94 | 3 | 6 | 0 | 85 |
| Feed errors2 configured feeds | 65 | 4 | 9 | 2 | 50 | |
| YouTube | Fetched3 configured feeds | 19 | 1 | 4 | 0 | 14 |
| X | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| StockTwits | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Telegram | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 | |
| Xiaohongshu | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 | |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 | |
| TikTok | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 | |
| Threads | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Discord | Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
| Not connectedAuthorized source access required | 0 | 0 | 0 | 0 | 0 |
Last successful feed check:
What KOL feeds are discussing
Recurring themes across selected commentator feeds, grouped from matched topics. Language counts are not a statement of the authors’ positions.
KOL feeds onlyETFs
2 observations across 2 KOL feeds
- Positive language
- 0
- Negative language
- 0
- Mixed language
- 0
- Unclassified
- 2
Inflation
4 observations across 1 KOL feeds
- Positive language
- 1
- Negative language
- 2
- Mixed language
- 0
- Unclassified
- 1
Economy
2 observations across 1 KOL feeds
- Positive language
- 0
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 1
Interest rates
2 observations across 1 KOL feeds
- Positive language
- 1
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 0
Property
1 observations across 1 KOL feeds
- Positive language
- 1
- Negative language
- 0
- Mixed language
- 0
- Unclassified
- 0
Risk
1 observations across 1 KOL feeds
- Positive language
- 0
- Negative language
- 0
- Mixed language
- 0
- Unclassified
- 1
Trade
1 observations across 1 KOL feeds
- Positive language
- 0
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 0
Valuation
1 observations across 1 KOL feeds
- Positive language
- 0
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 0
- How BAD Are Stock Valuations Really?The Plain Bagel
KOL source digest
A compact view of each selected commentator feed and its latest matching publications. Inclusion is not an endorsement or a verified performance ranking.
我要做富翁
Original profileYouTube · 15 matching publications
- Positive language
- 1
- Negative language
- 3
- Mixed language
- 0
- Unclassified
- 11
- 賭波賭馬成日中，但長玩必輸？點解買股票就無事？拆解莊家必贏之謎！期望值：買中≠賺錢，揭散戶最易踩中的「賭徒投資法」【施傅教學】#投機 #投資 #賭博
- 大家幾歲開始學投資？tradingmeme #shorts #107
- 月供緊嘅各位又係咪咁容易就動搖？ #shorts #investment #115
Ben Felix
Original profileYouTube · 2 matching publications
- Positive language
- 0
- Negative language
- 0
- Mixed language
- 0
- Unclassified
- 2
The Plain Bagel
Original profileYouTube · 2 matching publications
- Positive language
- 0
- Negative language
- 1
- Mixed language
- 0
- Unclassified
- 1
- How BAD Are Stock Valuations Really?
- Investment Analyst Reacts to Finance TikToks - Doomsday Doomscrolling
Original-source observations
Newest first. Text-tone labels describe literal language in the title and excerpt only.
Republicans head into midterms with huge spending advantage ft.trib.al/nhegq2z
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
US orders some personnel to leave Saudi Arabia after Houthi attacks ft.trib.al/NwFoD45
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Tesla’s profits slip on weaker vehicle sales ft.trib.al/hKJWxDh
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Researchers employed OpenAI models and found severe faults in software used on the majority of websites around the world. ft.trib.al/zwaPBUJ
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
GM aims to leapfrog rivals with new generation of autonomous cars ft.trib.al/D4ONlB2
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Interest rate impact on utility stocks?
Considering the substantial increase in long term interest rates over the past four months, does this threaten utility stock values going forward? I see two negative issues: 1 - Utilities are big long term borrowers, and recycle debt, they pay little off. While interest costs factor into their approved rate structure, what is to stop state authorities from…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Meta to create new non-voting share class ft.trib.al/oxojBkx
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Breaking news: Meta plans to create a new class of non-voting shares, allowing it to sell stock to fund its AI spending without diluting…
Breaking news: Meta plans to create a new class of non-voting shares, allowing it to sell stock to fund its AI spending without diluting Mark Zuckerberg’s control of the company. ft.trib.al/uacHHKc
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Breaking news: Tesla’s quarterly profits declined on weakening sales of both its automotive and energy storage businesses, a day after…
Breaking news: Tesla’s quarterly profits declined on weakening sales of both its automotive and energy storage businesses, a day after Elon Musk said it would be a 'good idea' to merge the carmaker with SpaceX. ft.trib.al/PswgLqx
Negative language
Matched language
Negative terms: declined
EU set to delay push for cheaper UK university fees for bloc’s students ft.trib.al/apS9Lpg
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
NSA warns on ‘critical’ cyber vulnerabilities detected using AI ft.trib.al/OHgy3sO
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Bessent shrugs off ‘systemic’ AI risks at closed-door investor conference ft.trib.al/CBFMdyn
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Indonesia should heed MSCI’s warning ft.trib.al/HU5uq1g | opinion
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
The cost to build a humanoid robot has fallen more than 30x in a decade, and there are 10+ million projected annual humanoid shipments by 2035. But where is the real investment opportunity in robotics?
With so much of the AI conversation still focused on chatbots, software, data centers, etc…curious how this sub feels about the growth potential around robotics (factory robots, autonomous vehicles, etc). When you think about the growth of robotics, who actually captures the economic value? The companies building complete robots? The semiconductor and…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Democrat Abdul El-Sayed could make history — or scupper his party’s hopes of taking control of the Senate in the midterm elections.…
Democrat Abdul El-Sayed could make history — or scupper his party’s hopes of taking control of the Senate in the midterm elections. ft.trib.al/EufKYE8
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
CVC explores bid for Verisure just 1 year after IPO ft.trib.al/fUlFaHq
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Italy’s buffalo mozzarella production grinds to a halt in truckers’ strike ft.trib.al/s4m8OUx
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Tesla-SpaceX: a huge corporate constellation with Musk at its centre ft.trib.al/szDqGvQ
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Ohio governor’s campaign engulfed in controversy over attack ad ft.trib.al/cxjI0kk
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
The French president has expressed anger after his US counterpart, whose Republican Party faces midterm elections in two weeks, alleged…
The French president has expressed anger after his US counterpart, whose Republican Party faces midterm elections in two weeks, alleged that the violence and looting had been carried out by migrants. ft.trib.al/a9x5Xdk
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Fridge hackers exploited ‘basic security flaws’ at French retailers ft.trib.al/RAzkQPr
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Musk reports that SpaceX and Tesla are exploring a merger
The NYT reported this morning that the merger would create a $3T company. Elon's MO is to continually bury his poor performing companies in newer sexier corporations. xAI lost $7.8B in cash in the last year alone; Twitter has been a bust for years. They both got tucked into SpaceX. Now Tesla--which hasn't delivered this few cars since the pandemic, even if…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
Reform reports ITV to police over undercover documentary ft.trib.al/bto0t65
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
When does stock paid for an acquisition actually become sellable supply?
Marwynn Holdings (MWYN) disclosed four million common shares as consideration for its software acquisition. They were fully earned on October 15, but issuance can be deferred and remains subject to applicable approvals. The agreement has no contractual lock-up, while the shares are expected to be restricted securities. Those statements answer different…
Unclassified
Matched language
No matched sentiment terms; not treated as neutral.
How these signals are calculated
A transparent English/Chinese word list classifies literal positive and negative terms. Both kinds means mixed; no matches means unclassified. This is not a semantic model: sarcasm, negation and context can reverse meaning. A negative title does not establish a bearish market position. Video feeds provide titles and descriptions, not transcripts.
Net text tone = 100 × (positive − negative) / (positive + negative + mixed). Unclassified observations are excluded, not scored as neutral. Each post has equal weight; popularity and engagement do not increase its weight.
Source counts identify distinct feed accounts, not distinct people. Community feeds can contain many authors, and the same person across channels is not identity-matched. KOL themes and digests include only explicitly selected KOL feeds. Counts and evidence use the current filters and publication window; old stored posts are excluded.
For educational and informational purposes. Social discussion can be incomplete, manipulated or incorrect; these observations are not forecasts or verified claims.