Chris Heilmann & Daniel Cranney & Sebastian Gingter
WeAreDevelopers LIVE - Is AI replacing developers?, Stopping bots, AI on device & more
#1about 5 minutes
How companies are adopting generative AI for various tasks
Companies are using generative AI for both technical and non-technical tasks, requiring education on effective prompting and awareness of token costs.
#2about 6 minutes
The benefits and challenges of running AI models locally
Running smaller language models on-device helps with data privacy and GDPR compliance, but they are not yet capable of complex reasoning tasks.
#3about 3 minutes
Addressing data privacy concerns and AI model hallucinations
European data privacy culture highlights the need to control AI training data and implement strategies like RAG to mitigate model hallucinations.
#4about 6 minutes
Designing user experiences for AI-powered applications
Integrating AI tools requires balancing responsiveness with accuracy checks and designing workflows that effectively keep a human in the loop.
#5about 7 minutes
How AI is changing the role of software developers
AI coding assistants shift the developer's role from writing code to reviewing and guiding, which poses challenges for the growth of junior developers.
#6about 8 minutes
Uncovering the security risks in AI-generated code
AI tools can produce code that appears elegant but is dangerously unsafe, often lacking basic security protections like SQL injection prevention.
#7about 4 minutes
Understanding why AI models generate insecure code
Models trained on average public code from sources like Stack Overflow often replicate common security flaws, requiring developers to explicitly prompt for security checks.
#8about 9 minutes
The business models and costs of AI developer tools
The AI tool market is fragmented with various subscription models, raising questions about sustainability, token costs, and the value of bespoke IDEs versus plugins.
#9about 2 minutes
Strategies for preventing AI bots from scraping content
Website owners face challenges in blocking sophisticated AI bots that scrape content for model training without identifying themselves properly.
#10about 8 minutes
A practical e-commerce use case for local LLMs
A local language model can be used for batch processing tasks like identifying and flagging order cancellation emails to prevent incorrect shipments.
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