The Hype Flow

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large language models (LLMs)

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GPT-4.5 for enterprise: Do its accuracy and knowledge justify the cost? Rich-robot.jpeg?w=578

Rich-robot.jpeg?w=578

GPT-4.5 for enterprise: Do its accuracy and knowledge justify the cost?

admin February 28, 2025

The price of GPT-4.5 is very steep. But it doesn’t mean that it’s a failure (or that...

OctoTools: Stanford’s open-source framework optimizes LLM reasoning through modular tool orchestration Octopus-robot.webp?w=578

Octopus-robot.webp?w=578

OctoTools: Stanford’s open-source framework optimizes LLM reasoning through modular tool orchestration

admin February 26, 2025

OctoTools plans, executes, and verifies LLM tool use, surpassing competitors with its unique modular architecture.Read More

How test-time scaling unlocks hidden reasoning abilities in small language models (and allows them to outperform LLMs) DALL·E-2024-09-12-17.04.17-A-detailed-image-of-a-robotic-version-of-The-Thinker-sculpture-sitting-in-the-classic-pose-with-one-hand-resting-on-its-chin-and-deep-in-thought.-T-Large.jpeg?w=578

DALL·E-2024-09-12-17.04.17-A-detailed-image-of-a-robotic-version-of-The-Thinker-sculpture-sitting-in-the-classic-pose-with-one-hand-resting-on-its-chin-and-deep-in-thought.-T-Large.jpeg?w=578

How test-time scaling unlocks hidden reasoning abilities in small language models (and allows them to outperform LLMs)

admin February 21, 2025

A 1B small language model can beat a 405B large language model in reasoning tasks if provided...

Breaking down Grok-3: The AI model that could redefine the industry elon_musk_wearing_sunglasses_and_controlling_a_r.jpg?w=578

elon_musk_wearing_sunglasses_and_controlling_a_r.jpg?w=578

Breaking down Grok-3: The AI model that could redefine the industry

admin February 20, 2025

Grok-3 still hasn’t fully shipped yet. But it will surely set the tone for how other AI...

Researchers find you don’t need a ton of data to train LLMs for reasoning tasks an-illustration-of-a-3d-sphere-with-connected-data-lNRjO3frQBCyMol5ef96OQ-s5VN3KT1TDOXoBGddLHd6Q.jpeg?w=578

an-illustration-of-a-3d-sphere-with-connected-data-lNRjO3frQBCyMol5ef96OQ-s5VN3KT1TDOXoBGddLHd6Q.jpeg?w=578

Researchers find you don’t need a ton of data to train LLMs for reasoning tasks

admin February 14, 2025

With a few hundred well-curated examples, an LLM can be trained for complex reasoning tasks that previously...

Less supervision, better results: Study shows AI models generalize more effectively on their own 43OM9mruR_eWSFVQg2jVZA.jpeg?w=578

43OM9mruR_eWSFVQg2jVZA.jpeg?w=578

Less supervision, better results: Study shows AI models generalize more effectively on their own

admin February 12, 2025

Training LLMs and VLMs through reinforcement learning delivers better results than using hand-crafted examples.Read More