#reasoning-models
#reasoning-models
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fromTechCrunch
7 months agoClarifai's new reasoning engine makes AI models faster and less expensive | TechCrunch
On Thursday, the AI platform Clarifai announced a new reasoning engine that it claims will make running AI models twice as fast and 40% less expensive. Designed to be adaptable to a variety of models and cloud hosts, the system employs a range of optimizations to get more inference power out of the same hardware. "It's a variety of different types of optimizations, all the way down to CUDA kernels to advanced speculative decoding techniques," said CEO Matthew Zeiler. "You can get more out of the same cards, basically." The results were verified by a string of benchmark tests by the third-party firm Artificial Analysis, which recorded industry-best records for both throughput and latency.
Artificial intelligence
#artificial-intelligence
Artificial intelligence
fromwww.theguardian.com
11 months agoAdvanced AI suffers complete accuracy collapse' in face of complex problems, study finds
Apple's research exposes significant limitations in AI models, particularly under complex reasoning conditions, challenging the industry's pursuit of advanced AI.
Artificial intelligence
fromPsychology Today
11 months agoDid Complexity Just Break AI's Brain?
AI reasoning fails under complex tasks, revealing limitations of LLMs.
Fluency in AI does not equate to genuine understanding.
LRMs can perform well at medium complexity but struggle with higher cognitive demands.
Artificial intelligence
fromwww.theguardian.com
11 months agoAdvanced AI suffers complete accuracy collapse' in face of complex problems, study finds
Apple's research exposes significant limitations in AI models, particularly under complex reasoning conditions, challenging the industry's pursuit of advanced AI.
Artificial intelligence
fromPsychology Today
11 months agoDid Complexity Just Break AI's Brain?
AI reasoning fails under complex tasks, revealing limitations of LLMs.
Fluency in AI does not equate to genuine understanding.
LRMs can perform well at medium complexity but struggle with higher cognitive demands.
fromTechCrunch
10 months agoResearch leaders urge tech industry to monitor AI's 'thoughts' | TechCrunch
CoT monitoring presents a valuable addition to safety measures for frontier AI, offering a rare glimpse into how AI agents make decisions. Yet, there is no guarantee that the current degree of visibility will persist.
Artificial intelligence
#ai
Artificial intelligence
fromIT Pro
11 months ago'A complete accuracy collapse': Apple throws cold water on the potential of AI reasoning - and it's a huge blow for the likes of OpenAI, Google, and Anthropic
AI reasoning models, as noted by Apple, struggle to address complex problems effectively, undermining their touted capabilities.
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