Jan 08, 2025

12 Posts

My AI-Assisted Software Development Stack: The software development stack is evolving fast. Here are some things to consider as you choose components.
Jan 08, 2025

My AI-Assisted Software Development Stack: The software development stack is evolving fast. Here are some things to consider as you choose components.

Using AI-assisted coding to build software prototypes is an important way to quickly explore many ideas and invent new things.

3 min read
My AI-Assisted Software Development Stack: The software development stack is evolving fast. Here are some things to consider as you choose components.
Jan 08, 2025

My AI-Assisted Software Development Stack: The software development stack is evolving fast. Here are some things to consider as you choose components.

Using AI-assisted coding to build software prototypes is an important way to quickly explore many ideas and invent new things.

3 min read
When Good Models Do Bad Things, What Users Really Want, More Training Data!, Better Model Merging
Jan 08, 2025

When Good Models Do Bad Things, What Users Really Want, More Training Data!, Better Model Merging

The Batch AI News and Insights: Using AI-assisted coding to build software prototypes is an important way to quickly explore many ideas and invent new things.

15 min read
When Good Models Do Bad Things, What Users Really Want, More Training Data!, Better Model Merging
Jan 08, 2025

When Good Models Do Bad Things, What Users Really Want, More Training Data!, Better Model Merging

The Batch AI News and Insights: Using AI-assisted coding to build software prototypes is an important way to quickly explore many ideas and invent new things.

15 min read
Better Performance From Merged Models: Localize-and-Stitch improves methods for merging and fine-tuning multiple models
Jan 08, 2025

Better Performance From Merged Models: Localize-and-Stitch improves methods for merging and fine-tuning multiple models

Merging multiple fine-tuned models is a less expensive alternative to hosting multiple specialized models. But, while model merging can deliver higher average performance across several tasks, it often results in lower performance on specific tasks. New work addresses this issue.

3 min read
Better Performance From Merged Models: Localize-and-Stitch improves methods for merging and fine-tuning multiple models
Jan 08, 2025

Better Performance From Merged Models: Localize-and-Stitch improves methods for merging and fine-tuning multiple models

Merging multiple fine-tuned models is a less expensive alternative to hosting multiple specialized models. But, while model merging can deliver higher average performance across several tasks, it often results in lower performance on specific tasks. New work addresses this issue.

3 min read
Massively More Training Text: Harvard unveils a million-book corpus for AI training
Jan 08, 2025

Massively More Training Text: Harvard unveils a million-book corpus for AI training

Harvard University amassed a huge new text corpus for training machine learning models.

2 min read
Massively More Training Text: Harvard unveils a million-book corpus for AI training
Jan 08, 2025

Massively More Training Text: Harvard unveils a million-book corpus for AI training

Harvard University amassed a huge new text corpus for training machine learning models.

2 min read
Models Can Use Tools in Deceptive Ways: Researchers expose AI models' deceptive behaviors
Jan 08, 2025

Models Can Use Tools in Deceptive Ways: Researchers expose AI models' deceptive behaviors

Large language models have been shown to be capable of lying when users unintentionally give them an incentive to do so. Further research shows that LLMs with access to tools can be incentivized to use them in deceptive ways.

6 min read
Models Can Use Tools in Deceptive Ways: Researchers expose AI models' deceptive behaviors
Jan 08, 2025

Models Can Use Tools in Deceptive Ways: Researchers expose AI models' deceptive behaviors

Large language models have been shown to be capable of lying when users unintentionally give them an incentive to do so. Further research shows that LLMs with access to tools can be incentivized to use them in deceptive ways.

6 min read
What LLM Users Want: Anthropic reveals how users interact with Claude 3.5
Jan 08, 2025

What LLM Users Want: Anthropic reveals how users interact with Claude 3.5

Anthropic analyzed 1 million anonymized conversations between users and Claude 3.5 Sonnet. The study found that most people used the model for software development and also revealed malfunctions and jailbreaks.

2 min read
What LLM Users Want: Anthropic reveals how users interact with Claude 3.5
Jan 08, 2025

What LLM Users Want: Anthropic reveals how users interact with Claude 3.5

Anthropic analyzed 1 million anonymized conversations between users and Claude 3.5 Sonnet. The study found that most people used the model for software development and also revealed malfunctions and jailbreaks.

2 min read

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