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The 10 most innovative data science companies of 2025

Fast Company Tech

It has partnered with government agencies, financial institutions, and cybersecurity firms in more than 70 countries and more than 250 law enforcement agencies worldwide. Air Force, Varda Space Industries, and others, continue to transform testing and evaluation.

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How To Avoid 8 Common Performance Evaluation Pitfalls

Eric Jacobsen Blog

Wednesday, December 1, 2010 How To Avoid 8 Common Performance Evaluation Pitfalls As the year comes to a close its likely time for many business leaders to tackle the annual performance appraisal process. So, here is a good reminder from author Sharon Armstrong about how to avoid eight performance evaluation pitfalls.

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MVP versus EVP: Is it time to introduce ethics into the agile startup model?

TechCrunch

Here are three steps that startups — especially the ones that incorporate significant AI/ML techniques in their products — can use to develop an EVP. The assessment should look at sustainability as well and evaluate what harm the AI solution might do to the environment. Find an ethics officer to lead the charge.

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A Nonprofit’s Legal Counsel Is The Social Media Manager’s Best Friend!

Beth's Blog: How Nonprofits Can Use Social Media

The session will focus on exploring how nonprofits are expanding their efforts to influence public policy through social channels and understanding the legal issues and how to evaluate the work. (I’ll It is important that your social media policy is a living document that reflects current practice.

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TripleBlind secures $24M for a new approach to enterprise-level, privacy-preserving data sharing

TechCrunch

Organizations that have made the leap into using big data to drive their business are increasingly looking for better, more efficient ways to share data with others without compromising privacy and data protection laws, and that is ushering in a rush of technologists building a number of new approaches to fill that need.

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Pre-training generalist agents using offline reinforcement learning

Google Research AI blog

The multi-task Atari benchmark We evaluate our approach for scalable offline RL on a suite of Atari games , where the goal is to train a single RL agent to play a collection of games using heterogeneous data from low-quality (i.e., only data from highly suboptimal policies).

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Anthropic thinks ‘constitutional AI’ is the best way to train models

TechCrunch

Dubbed “constitutional AI,” Anthropic argues its technique, which aims to imbue systems with “values” defined by a “constitution,” makes the behavior of systems both easier to understand and simpler to adjust as needed. But it is OK to answer general questions about the law.)

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