A coding agent’s harness can triple its cost without making it more accurate, study finds

Researchers ran five models through Claude Code, OpenCode and mini-SWE-agent. Swapping harnesses changed scores no more than ...

The best enterprise AI is the AI employees barely notice

Capital One’s Maureen Jules-Perez explains why effective enterprise AI should reduce prompts, interfaces and workflow ...

Nvidia is pitching AI factories, but 81% of companies say their GPUs run at half capacity or less

In a VB Pulse survey, 81% of companies running AI in production use half their GPU capacity or less, yet 71% of them plan new ...

AWS just made it way easier to use SageMaker to fine-tune AI models for tool use and your firm's specific tasks

The cookbook supplies examples for chat fine-tuning, mathematics, programming and preference learning. AWS also says it provides agent skills to help coding assistants handle tasks across preparation, ...

Deel launches Pangaea AI models for HR and payroll, betting specialists can cut the cost of answers by 98%

For Deel, quicker answers offer a customer benefit, while cheaper model calls could improve the economics of delivering AI ...

Chapter Acquires Ridgeway to Expand Leadership Position in AI and Transform Retirement for American Seniors

Chapter is the leading provider of unbiased Medicare guidance nationwide * This acquisition will enable Chapter to continue providing the most acc ...

Researchers made AI agents better by turning academic papers into working code — no retraining required

ScholarEvolve uses published research to improve AI agents, raising Qwen's AppWorld task completion from 69% to 81.4% without retraining the model.

CTGT releases open source tool Concordance to trace why AI agents make inconsistent decisions

CTGT replaced the identifiers with stable labels, sorted the list and isolated each test in a fresh organizational ...

MiniMax's new M3.1 Flash beats DeepSeek and Opus 5 on a key business benchmark at lower cost — but with a high hallucination rate

In other words, when M3.1 Flash failed to provide a correct answer, it overwhelmingly chose to give an incorrect one rather ...

DeepSeek-V4.1-Flash-1017 arrives with improved benchmarks just as the U.S. government bans it from agencies — what enterprises should do

This history of sudden, sweeping AI bans from Washington targeting different vendors from both the U.S. and China indicates ...

AI agents are about to put least privilege to the test

AI agents are challenging traditional least privilege. Learn why continuous identity governance, access reviews and audit ...

Decision models like Jev handle what SQL rules cannot. Here's how data teams use them

Data platforms make decisions all day. An SQL query keeps the rows over a threshold, matches a keyword, and joins two tables ...