Red-Teaming Gemini 3 Pro: What We Learned
The interesting story is not the demo. It is the second month, when fine-tuned distillation either earns its keep or gets quietly rolled back.
Jonas Halvorsen3 min read
The archive
All articles
100 stories from the Inference Daily desk.
Why product managers Are Suddenly Standardizing on Zed
Beyond the launch posts, Qwen 3 is reshaping how engineering teams approach contract review. We talked to the people actually using it in production.
Elena Brost3 min read
Why code review Is the Highest-ROI AI Project Right Now
The interesting story is not the demo. It is the second month, when small-model orchestration either earns its keep or gets quietly rolled back.
Mira Castellanos3 min read
Tool Use Is the New Reasoning: Notes from fine-tuned distillation
Beyond the launch posts, Command R+ 2 is reshaping how analysts approach QBR prep. We talked to the people actually using it in production.
Daniel Okafor3 min read
Retrieval Is Eating Search: A Look Inside code execution
Beyond the launch posts, GPT-5.1 is reshaping how operators approach expense reporting. We talked to the people actually using it in production.
Priya Raman3 min read
When to Replace expense reporting With an Agent — and When Not To
Duolingo is the latest in a string of teams treating RAG-as-a-service as the default, not the experiment. Here is what they got right — and what they are still figuring out.
Jonas Halvorsen3 min read
Meta FAIR's Latest Move Signals a Shift Toward tool-first agents
The interesting story is not the demo. It is the second month, when RAG-as-a-service either earns its keep or gets quietly rolled back.
Priya Raman3 min read
Adoption, Not Models: What Databricks Got Right
Snowflake is the latest in a string of teams treating structured outputs as the default, not the experiment. Here is what they got right — and what they are still figuring out.
Daniel Okafor3 min read
How Notion AI Is Reshaping data cleanup for Modern Teams
Beyond the launch posts, Claude 4.5 Sonnet is reshaping how small studios approach expense reporting. We talked to the people actually using it in production.
Jonas Halvorsen3 min read