🐠 Which reef fishes yield reliable #SDMs? Analysing 1900+ species, this study shows #modelperformance mostly depends on latitude, coastal proximity and environmental match, offering a framework to predict reliability and improve #marinebiodiversity assessments.

🔗 doi.org/10.1111/ddi....

grok crushed others on speed, 10x faster tokens per sec, catch the full video exclusively on collide.io/community #llmbenchmark #grokai #modelperformance

On performance, the model excels in niche tasks like SQL query generation & code explanation. However, it shows limitations in general knowledge & a tendency for hallucination, falling short of top-tier models for broad tasks. #ModelPerformance 4/6

AI Gets Worse When It Thinks, Harvard-Amazon Study Shows New study shows AI models perform worse when they reason through tasks. Research reveals thinking actually hurts their ability to follow instructions.

Study finds AI performs worse when asked to explain reasoning steps. Tests on GPT-4, Claude and DeepSeek models show "chain-of-thought" processes actually reduce accuracy in following basic instructions. #AIThinking #ModelPerformance

Training data: The key to successful AI models For AI developers and industry leaders, effectively leveraging public data can be the difference between breakthrough innovation and costly underperformance.

No data, no intelligence.
Training data defines your AI model’s success or failure.
Read Dipti Parmar’s deep dive.

www.cio.com/article/3980...

#AIFuture #CleanData #ModelPerformance @edmur.bsky.social

DeepSeek R1 Beating OpenAI In Reasoning Finally an open source model beating OpenAIs models in reasoning

Impressive news! Open source model outperforms OpenAI in reasoning tasks. #OpenSource #ModelPerformance medium.com/aiguys/deepseek-r1-beati...

While Nova models aren't bad, they seem to be about a year behind the cutting-edge models from top labs. They might suffice for certain tasks, but may not be the best for projects needing top-tier performance. ⏳ #AI #ModelPerformance