AI Models Fail Finance Tests
Reported by The Decoder: GPT and Claude failed Bridgewater's finance tests because the right answers were never public. Analysis and context written by TickrWire.
GPT and Claude failed Bridgewater's finance tests due to lack of publicly available correct answers. A finely tuned open-weight model outperformed them at a lower cost.
- GPT and Claude failed Bridgewater's finance tests due to lack of publicly available correct answers
- A finely tuned open-weight model outperformed more powerful AI models at a lower cost
- Customized models can be more effective in specific domains like finance
Bridgewater, a hedge fund, and Thinking Machines Lab conducted an analysis to evaluate the performance of various AI models, including GPT and Claude, in assessing financial documents. The results showed that these models failed the tests because the correct answers were not publicly available.
The study highlights the limitations of current AI models in handling specialized domains like finance, where the correct answers may not be publicly known.
The analysis also found that a finely tuned open-weight model outperformed the more powerful AI models at a fraction of the cost. This suggests that customized models can be more effective in specific domains.
The findings have implications for the development and application of AI models in finance and other specialized fields.
Highlights the need for customized models in specialized domains
Impacts the development and application of AI models in finance
Informs investment decisions in AI and finance
Don’t mistake chatbot intelligence for consciousness - The Economist
Biological AI models: new paradigms to leverage the languages of life - joint-research-centre.ec.europa.eu
China’s Military Says AI Can’t Replace Commanders. Xi Is Testing That - War on the Rocks
SPADE: Self-Play in Adaptive Synthetic Executable Environments
Beyond Teacher Likelihood: Group-Calibrated On-Policy Distillation for Long-Context Reasoning
AI ToolsMeta AI’s new Mac app wants you to talk to your apps
Meta released a new Mac application that lets users control apps and dictate text using voice commands powered by its Muse Spark AI model.
New White House strategy clarifies military tech priorities: undersea, outer space and AI - Breaking Defense
The White House released a new strategy prioritizing military investments in artificial intelligence, space systems and undersea technologies to counter emerging threats.
AI in an iron grip: How dictatorships use artificial intelligence to strengthen their rule - theins.press
A new report examines how authoritarian governments deploy AI for surveillance, censorship, and propaganda to reinforce their power.
Stripe, OpenRouter finally strike a deal - Banking Dive
Stripe and OpenRouter have partnered to integrate Stripe's payment processing with OpenRouter's AI model aggregation platform.
How one Philadelphia school is using AI to strengthen student learning, not replace teachers - CBS News
A Philadelphia school is integrating AI tools to support teachers and improve student outcomes, focusing on collaboration rather than replacement.
Exclusive-How a Texas student blew the whistle on a rogue AI hacking attempt - The Mighty 790 KFGO
A Texas student uncovered an AI-powered hacking attempt targeting local systems, prompting a swift law enforcement response.