#large-language-models-llms

[ follow ]
www.theguardian.com
3 weeks ago
Artificial intelligence

Can we really trust AI to channel the public's voice for ministers? | Seth Lazar

AI, specifically large-language models (LLMs), can potentially be used to enhance British democracy by summarizing and analyzing public consultations and preparing legal documents. [ more ]
Ars Technica
1 month ago
Artificial intelligence

Speed of AI development is outpacing risk assessment

Traditional evaluation methods are struggling to keep up with increasingly powerful AI systems due to flaws in criteria and narrow tools.
The rapid advancement of AI technology is rendering traditional benchmarks for assessing AI progress obsolete, challenging businesses and public bodies. [ more ]
TNW | Deep-Tech
1 month ago
Artificial intelligence

UCL spinout bags 10M to make AI 'super brains' for 100x faster LLM training

Oriole Networks raised £10mn to develop AI 'super brains' for training Large Language Models (LLMs)
Novel light-based transmission and switching protocols reduce power consumption and improve network efficiency for AI systems. [ more ]
InfoQ
2 months ago
Artificial intelligence

Enhanced Protection for Large Language Models (LLMs) Against Cyber Threats with Cloudflare for AI

Firewall for AI adds protection for Large Language Models (LLMs) by identifying abuse and attacks.
The capability includes tools for vulnerability identification, existing WAF features, and a new layer for scrutinizing user prompts. [ more ]
Medium
3 months ago
Artificial intelligence

Generative AI, Ethics, and Social Good

Generative AI methods are being adopted across industries for various data types.
One application of generative AI is accelerating drug development by suggesting new molecules or proteins based on learned patterns. [ more ]
InfoQ
1 month ago
Data science

InfoQ Software Architecture and Design Trends Report - April 2024

Organizations are adopting cell-based architectures for benefits like reduced latency and cost savings.
Innovators prioritize designing systems with user data security as a primary focus over just meeting regulations.
Data plays a significant role in architectural decisions, with complex analytical platforms becoming core components. [ more ]
Medium
2 months ago
Data science

LLM-Native Products: Industry Best Practices and What's Ahead

AI engineers are addressing issues like lack of access to proprietary data and non-deterministic answers with Large Language Models (LLMs)
Data science teams in 2024 are under pressure to show ROI and mitigate business risks with LLMs [ more ]
ComputerWeekly.com
3 months ago
Privacy professionals

IT security strategy: Assessing the risks of generative AI | Computer Weekly

IT security leaders are recognizing the risks and opportunities of generative AI for enterprise IT.
A consensus on defense against AI-based attacks is expected to emerge in 2024, leading to a spike in demand for experts who can move between AI and cybersecurity domains. [ more ]
[ Load more ]