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# Accuracy

New AI models are achieving state-of-the-art accuracy on benchmarks, while concerns about data reliability and AI limitations persist.

### About Accuracy
Accuracy refers to the quality of being correct, precise, and without error, applicable to data, technology, and representations.  

### Insights
- accuracy engagements is up XXXXXX% from the previous week.

### Engagements: XXXXXXXXX (24h)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/t:accuracy/c:line/m:interactions/iv:1d.svg)  
[Engagements 24-Hour Time-Series Raw Data](/topic/accuracy/time-series/interactions.tsv)  
Current Value: XXXXXXXXX  
Daily Average: XXXXXXXXXX  
X Week: XXXXXXXXXXX +606%  
X Month: XXXXXXXXXXX -XX%  
X Months: XXXXXXXXXXXXX +10%  
X Year: XXXXXXXXXXXXXX +318%  
1-Year High: XXXXXXXXXXX on 2025-03-13  
1-Year Low: XXX on 2025-12-01  

Engagements by network (24h):
News: XX
Reddit: XXX
TikTok: XXXXXXX
X: XXXXXX
YouTube: XXXXXXX

  
  
### Mentions: XXXXX (24h)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/t:accuracy/c:line/m:posts_active/iv:1d.svg)  
[Mentions 24-Hour Time-Series Raw Data](/topic/accuracy/time-series/posts_active.tsv)  
Current Value: XXXXX  
Daily Average: XXXXX  
X Week: XXXXXX -XX%  
X Month: XXXXXX +18%  
X Months: XXXXXXX +66%  
X Year: XXXXXXX +100%  
1-Year High: XXXXXX on 2025-10-30  
1-Year Low: XX on 2025-12-01  

Mentions by network (24h):
News: X
Reddit: XX
TikTok: XXX
X: XXX
YouTube: XXXXX

  
  
### Creators: XXXXX (24h)
![Creators Line Chart](https://lunarcrush.com/gi/w:600/t:accuracy/c:line/m:contributors_active/iv:1d.svg)  
[Creators 24-Hour Time-Series Raw Data](/topic/accuracy/time-series/contributors_active.tsv)  
XXXXX unique social accounts have posts mentioning Accuracy in the last XX hours which is down XX% from XXXXX in the previous XX hours
Daily Average: XXXXX  
X Week: XXXXX -XX%  
X Month: XXXXXX -XX%  
X Months: XXXXXXX +17%  
X Year: XXXXXXX +72%  
1-Year High: XXXXXX on 2025-10-30  
1-Year Low: XX on 2025-12-01  

The most influential creators that mention Accuracy in the last XX hours

| Creator                                            | Rank | Followers | Posts | Engagements |
| -------                                            | ---- | --------- | ----- | ----------- |
| [@swarajpost](/creator/youtube/swarajpost)         | X    | XXXXXX    | X     | XX          |
| [@techstratology](/creator/youtube/techstratology) | X    | XXXXXX    | X     | X           |
| [@samsamtales](/creator/youtube/samsamtales)       | X    | XXXXXXX   | X     | X           |
| [@5hf3Cy](/creator/twitter/5hf3Cy)                 | X    | XXX       | X     | X           |
| [@ne_rap](/creator/twitter/ne_rap)                 | X    | XXX       | X     | X           |

[View More](/list/creators/accuracy/100)
  
  
### Sentiment: XX%
![Sentiment Line Chart](https://lunarcrush.com/gi/w:600/t:accuracy/c:line/m:sentiment/iv:1d.svg)  
[Sentiment 24-Hour Time-Series Raw Data](/topic/accuracy/time-series/sentiment.tsv)  
Current Value: XX%  
Daily Average: XX%  
X Week: XX% -XX%  
X Month: XX% +21%  
X Months: XX% +9%  
X Year: XX% +4%  
1-Year High: XXX% on 2025-12-01  
1-Year Low: XX% on 2025-09-03  

Most Supportive Themes:
- AI and Technology Advancements: (40%) Discussions around AI models and technological advancements are driving positive sentiment and engagement, highlighting their growing importance and accuracy.
- Accuracy in Data and Reporting: (30%) Concerns and discussions about the accuracy of jobs data and other reports are prominent, indicating a focus on data reliability and potential issues.
- Accuracy in Media and Entertainment: (20%) The accuracy of historical events and portrayals in media is being debated, showing a critical engagement with how accuracy is represented.
  
Most Critical Themes:
- Questionable Data Accuracy: (60.5%) Concerns are being raised about the accuracy of government jobs data due to staffing shortages, impacting the reliability of official reports.
- AI Accuracy Limitations: (39.5%) While AI is advancing, there are underlying concerns about its accuracy and potential unintended consequences, as seen in studies about interacting with AI models.
  

### Top Accuracy News
Top news links shared on social in the last XX hours  

*Showing a maximum of X news posts for non-authenticated requests. Use your API key in requests for full results.*  

"Benchmarking cell type and gene set annotation by large language models with AnnDictionary Nature Communications"  
[News Link](https://www.nature.com/articles/s41467-025-64511-x) [@NaturePortfolio](/creator/x/NaturePortfolio) 2025-12-03T17:02Z 228.6M followers, 8965 engagements


"How Many of Your Memories Are Fake - The Atlantic"  
[News Link](https://www.theatlantic.com/health/archive/2013/11/how-many-of-your-memories-are-fake/281558/) [@TheAtlantic](/creator/x/TheAtlantic) 2013-11-19T06:03Z 228.6M followers, 323.3K engagements



### Top Accuracy Social Posts
Top posts by engagements in the last XX hours

*Showing only X posts for non-authenticated requests. Use your API key in requests for full results.*

"Built a fully local LLM+RAG app using quantized Qwen-2.5 (14B/7B). The citation accuracy on heavy PDFs beats cloud alternatives"  
[Reddit Link](https://redd.it/1ph9kpi) [@Healthy_Meeting_6435](/creator/reddit/Healthy_Meeting_6435) 2025-12-08T11:05Z X followers, XXX engagements


"Well said Andy. The public lost trust in mainstream media for their selective and dishonest reporting. The same will happen to dishonest independent new media personalities"  
[X Link](https://x.com/MrWinMarshall/status/1997979398398464490) [@MrWinMarshall](/creator/x/MrWinMarshall) 2025-12-08T10:39Z 183.1K followers, 24K engagements


"67 attempts in rrb clerkfrom Chattisgarh XX% accuracy should I prepare for mains Asking because I have GATE exam lined up in Feb"  
[Reddit Link](https://redd.it/1ph93wr) [@-Student-2925](/creator/reddit/-Student-2925) 2025-12-08T10:38Z X followers, XX engagements


"Poetiq just broke the state-of-the-art on the ARC-AGI-2 benchmark becoming the first model to pass XX% accuracy officially verified by the ARC Prize team. With XX% accuracy and a cost of just $XXXXX per problem Poetiqs approach is not only smarter but significantly more efficient less than half the cost of previous leaders. The model now holds the #1 spot on the ARC-AGI-2 leaderboard"  
[X Link](https://x.com/WesRothMoney/status/1997976950439358749) [@WesRothMoney](/creator/x/WesRothMoney) 2025-12-08T10:30Z 25.9K followers, 31.9K engagements