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LLM benchmarking: How to find the right AI model

CIO

There are two main approaches: Reference-based metrics: These metrics compare the generated response of a model with an ideal reference text. A classic example is BLEU, which measures how closely the word sequences in the generated response match those of the reference text. with Climate change is caused by CO emissions.

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Salesforce and Google expand partnership to bring Agentforce, Gemini together

CIO

Expanded contextual understanding and reasoning: Agents can leverage Geminis 2 million-token context window to retain and reference large volumes of information, such as codebases, years of customer interactions, or product documentation. The partners said they expect to make these capabilities available this year.

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Are CIOs buckling under the weight of expectation to deliver business value?

CIO

The trend, suggests Eric Johnson, CIO at technology specialist PagerDuty, is a shift to a new type of digital leader who works in concert with senior colleagues to deliver what he refers to as high-impact results across a range of areas. Are we asking too much of them as they take on more responsibilities? Schmmelfeder suggests not.

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The 4 key aspects of a successful data strategy

CIO

Identity The first central element of a data strategy is identity: How are the entities, the attributes and their values identified, that is, how is it possible to decide unambiguously which physical or virtual artifact a data record refers to and/or whether several data records refer to the same thing? For example, product data.

Strategy 167
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Decoding Code Review and Pull Requests - a handbook for Software Engineers and Tech Leads

Written by Elaine Watanabe, it's a practical e-book with useful examples and references, and a must-read for all tech teams. A complete handbook on implementing a code review culture in your organization.

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Ubuntu 25.10 Replaces sudo With a Rust-Based Equivalent

The New Stack

Borrow Checker : The borrow checker ensures that all borrows (references to values) are valid and do not point to invalid data. Smart Pointers : Rust provides smart pointers, such as Rc (Reference Counting) and Arc (Atomic Reference Counting), to manage the lifetime of values and prevent use-after-free errors.

Linux 142
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Data center provider fakes Tier 4 data center certificate to bag $11M SEC deal

CIO

Deepak Jain, 49, of Potomac, was the CEO of an information technology services company (referred to in the indictment as Company A) that provided data center services to customers, including the SEC,” the US DOJ said in a statement. From 2012 through 2018, the SEC paid Company A approximately $10.7

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What Is Entity Resolution? How It Works & Why It Matters

Entity Resolution Sometimes referred to as data matching or fuzzy matching, entity resolution, is critical for data quality, analytics, graph visualization and AI. Learn what entity resolution is, why it matters, how it works and its benefits.