Nicx Welt

Nicx Welt

6310 bookmarks
Newest
DIGITAL SOLUTIONS: TinyAgent: An End-to-End AI Framework for Training and Deploying Task-Specific Small Language Model Agents
DIGITAL SOLUTIONS: TinyAgent: An End-to-End AI Framework for Training and Deploying Task-Specific Small Language Model Agents
The significant advancements in Large Language Models (LLMs) have led to the development of agentic systems, which integrate several tools and APIs to fulfill user inquiries through function calls. By interpreting natural language commands, these systems can perform sophisticated tasks independently, such as information retrieval and device control. However, much research hasn't been done on using these LLMs locally, on laptops or smartphones, or at the edge. The primary limitation is the large size and high processing demands of these models, which usually require cloud-based infrastructure to function properly. In recent research from UC Berkeley and ICSI, the TinyAgent framework
·flip.it·
DIGITAL SOLUTIONS: TinyAgent: An End-to-End AI Framework for Training and Deploying Task-Specific Small Language Model Agents
GREEN HORIZONS: What’s causing the delay in moving away from fossil raw materials?
GREEN HORIZONS: What’s causing the delay in moving away from fossil raw materials?

The delay in transitioning away from fossil raw materials is attributed to several factors: Energy Density and Convenience: Fossil fuels are highly energy-dense and convenient, making them a reliable energy source. This ease of use and existing infrastructure dependency complicates the shift to renewables. Economic and Infrastructure Challenges: Transitioning to renewable energy requires significant investment in new infrastructure, which is costly and time-consuming. Many economies are heavily reliant on fossil fuels, making short-term transitions economically challenging. Political and Industrial Resistance: The fossil fuel industry has substantial political influence, often resisting changes that threaten its profitability. This includes lobbying against policies that favor renewable energy. Technological and Logistical Barriers: Renewable energy sources like solar and wind require technological advancements for efficient storage and integration into existing power grids. These challenges need to be addressed to ensure consistent energy supply. Policy Uncertainty: Inconsistent or unclear policies regarding renewable energy adoption can deter investment in green technologies, further delaying the transition. These factors collectively contribute to the slow pace of moving away from fossil fuels despite the urgent need for climate action.

·perplexity.ai·
GREEN HORIZONS: What’s causing the delay in moving away from fossil raw materials?
DIGITAL HORIZONS: ambitious AI dreams
DIGITAL HORIZONS: ambitious AI dreams
Microsoft and BlackRock want to raise $100 billion to 'emancipate themselves from the shackles' of insufficient power and increase data centers for their ambitious AI dreams
·flip.it·
DIGITAL HORIZONS: ambitious AI dreams
GREEN HORIZONS: What’s causing the delay in moving away from fossil raw materials?
GREEN HORIZONS: What’s causing the delay in moving away from fossil raw materials?

The delay in transitioning away from fossil raw materials is attributed to several factors: Energy Density and Convenience: Fossil fuels are highly energy-dense and convenient, making them a reliable energy source. This ease of use and existing infrastructure dependency complicates the shift to renewables. Economic and Infrastructure Challenges: Transitioning to renewable energy requires significant investment in new infrastructure, which is costly and time-consuming. Many economies are heavily reliant on fossil fuels, making short-term transitions economically challenging. Political and Industrial Resistance: The fossil fuel industry has substantial political influence, often resisting changes that threaten its profitability. This includes lobbying against policies that favor renewable energy. Technological and Logistical Barriers: Renewable energy sources like solar and wind require technological advancements for efficient storage and integration into existing power grids. These challenges need to be addressed to ensure consistent energy supply. Policy Uncertainty: Inconsistent or unclear policies regarding renewable energy adoption can deter investment in green technologies, further delaying the transition. These factors collectively contribute to the slow pace of moving away from fossil fuels despite the urgent need for climate action.

·brookings.edu·
GREEN HORIZONS: What’s causing the delay in moving away from fossil raw materials?