Wed.Mar 13, 2024

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3 areas where gen AI improves productivity — until its limits are exceeded

CIO

Even though generative AI is a relatively new technology, it’s now difficult to imagine a world without it, given the impact it’s making, and the business value it can create. According to a research report IDC released in November, based on a survey of over 2,100 business leaders and decision makers with responsibility for AI transformation, 71% of companies already using AI are seeing returns on their AI investments within 14 months, averaging $3.50 for every $1 spent.

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The Benefits of Qualitative Metrics

Martin Fowler

Abi Noda and Tim Cochran continue their discussion on using qualitative metrics to assess the productivity of development teams. In this installment they classify qualitative metrics into attitudinal and behavioral metrics. We also see that qualitative metrics allow you to measure things that are otherwise unmeasurable, provide missing visibility, and supply necessary context for quantitative data.

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Intelligenza artificiale e gen AI: i quattro elementi per passare al “next level”

CIO

Le capacità dell’intelligenza artificiale aprono le porte a una nuova era per l’efficienza in azienda. L’arrivo dell’IA generativa, poi, è una promessa senza precedenti: ChatGPT ha raggiunto il traguardo di 100 milioni di utenti in appena due mesi (analisi di Ubs su dati di Similarweb; il World Wide Web, negli Anni ’90, ha impiegato sette anni). Per i CIO, tuttavia, implementare l’IA non è così immediato.

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How Organizations Can Encourage Productive Allyship

Harvard Business Review

Many leaders want to be allies for underrepresented groups, but fear their attempts will be awkward or offensive. New research suggests these fears are often unfounded, with acts of allyship generally being appreciated more than anticipated. Organizations can help by educating potential allies on how their efforts are received and by creating a culture where open communication and support are encouraged.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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OneFamily’s response to the data quality question

CIO

OneFamily is a financial services organization, operating broadly in savings and investments, and responsible for £8 billion of assets under management. But what’s most interesting, says group CIO Graham O’Sullivan, is it’s also a mutual, which means its over two million customers across the UK are also members, so they have a strong voice in how it operates as an organization.

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Telstra – Building A Better Operations Management Platform

CIO

One of the most satisfying parts of my job is to write about digital transformation and the extraordinary ways companies are using technology to solve real problems and create business opportunities. I also like highlighting the heroes who make it happen, hoping it will inspire others. Two such heroes are Beba Brunt, executive for field services, and Aidan Walsh, principal for field onboard, transformation, execution and improvement at Telstra Group Limited, Australia’s largest telecommunication

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Research Roundup: How the Pandemic Changed Management

Harvard Business Review

Researchers recently reviewed 69 articles focused on the management implications of the Covid-19 pandemic that were published between March 2020 and July 2023 in top journals in management and applied psychology. The review highlights the numerous ways in which employees, teams, leaders, organizations, and societies were impacted and offers lessons for managing through future pandemics or other events of mass disruption.

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Hiring Leaders in Alignment with Organizational Values

CEO Insider

Making bad hiring decisions is incredibly costly. Making hiring decisions in which a leader chosen who doesn’t uphold the organization’s values or is unethical is even more costly. At stake is the organization’s reputation, customer trust, and shareholder value. Selecting leaders who will promote an organization’s values or ethics is essential as more of today’s […] The post Hiring Leaders in Alignment with Organizational Values appeared first on CEOWORLD magazine.

.Net 105
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Lessons from Costco on Sustainable Growth

Harvard Business Review

Few companies succeed in growing at a sustainable rate over time. The reason is that leaders give in to the temptation to grow in ways that overlook the customer or they grow more quickly than their organizational capabilities allow. But the leaders of a handful of companies, including Costco and Four Seasons Hotels and Resorts, never forget that businesses are complex systems whose elements are interconnected.

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Streamlining Database Compliance with CI/CD Integration

IT leaders know the importance of compliance at every level, but the database often gets left behind as other environments are automated for robust protection. This whitepaper emphasizes the importance of robust, auditable, and secure database change management practices for safeguarding organizational compliance. Learn how automating database compliance: Mitigates risk Protects against security vulnerabilities Helps avoid regulatory penalties Aligns database workflows with app lifecycle Turns d

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New AI assistant threatens software engineering jobs

InfoWorld

San Francisco-based startup, Cognition AI, is trying to completely rehaul the software engineering landscape through its new AI assistant, Devin. The AI assistant can plan and execute complex engineering tasks, learning from its experiences and rectifying mistakes along the way. Equipped with essential developer tools like a shell, code editor, and browser, Devin operates within a sandboxed compute environment, mirroring the setup of a human developer.

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Developers are on edge

David Heinemeier Hansson

It's a double whammy of anxiety for developers at the moment. On the one hand, the layoffs are dragging on. The industry has shed more jobs in a shorter period than any time since the dot-com bust over twenty years ago. Seasoned veterans who used to have recruiters banging on their door nonstop can suddenly barely get a callback. And now the threat of AI suddenly got even more urgent and imminent with the launch of Devin.

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Complexity bad: An interview with HTMX creator Carson Gross

InfoWorld

Carson Gross is the creator of HTMX and Hyperscript , the mind behind The Grug Brained Developer , a professor of software engineering at Montana State University, and co-author of Hypermedia Systems. It was a pleasure to pick Carson's brain about the impetus behind projects like HTMX and Hyperscript, the failures of REST, why JavaScript is here to stay, and much more.

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Let AI Handle the Heavy Lifting in the Modern SOC

Palo Alto Networks

{{interview_audio_title}} 00:00 00:00 Volume Slider 10s 10s 10s 10s Seek Slider “AI’s Impact in Cybersecurity” is a blog series based on interviews with a variety of experts at Palo Alto Networks and Unit 42, with roles in AI research, product management, consulting, engineering and more. Our objective is to present different viewpoints and predictions on how artificial intelligence is impacting the current threat landscape, how Palo Alto Networks protects itself and its customers, as well as im

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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How to use uv: A superfast Python package installer

InfoWorld

Of all the criticisms leveled at Python , one of the most valid—and unfortunately long-lived—is the chaotic state of its packaging ecosystem. It's less of a mess than it used to be, as so memorably illustrated by XKCD , but it's still hardly ideal. Third parties such as poetry and pipenv have filled the gaps by offering tools that are built atop Python's existing standards but designed around more elegant workflows.

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Nozomi Networks Raises $100M As Investors Eye Industrial Cybersecurity Once Again

Crunchbase News

Every couple of years, industrial cybersecurity makes a comeback with investors — and it looks like it’s that time again now. Startup Nozomi Networks locked up a $100 million Series E from investors including Mitsubishi Electric and Schneider Electric. The San Francisco-based company offers industrial security — also called operational technology (OT) security — and IoT security platforms.

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OutSystems unveils no-code AI Agent Builder

InfoWorld

Low-code development platform provider OutSystems has released AI Agent Builder, a no-code tool for building custom generative AI agents using large language models (LLMs) from Azure OpenAI or Amazon Bedrock.

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Empowering DevOps: The Crucial Role of Platform Engineering

Dzone - DevOps

In today's fast-paced digital landscape, DevOps has emerged as a critical methodology for organizations looking to streamline their software development and delivery processes. At the heart of DevOps lies the concept of collaboration between development and operations teams, enabled by a set of practices and tools aimed at automating and improving the efficiency of the software delivery lifecycle.

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Top 5 Challenges in Designing a Data Warehouse for Multi-Tenant Analytics

Multi-tenant architecture allows software vendors to realize tremendous efficiencies by maintaining a single application stack instead of separate database instances while meeting data privacy needs. When you use a data warehouse to power your multi-tenant analytics, the proper approach is vital. Multi-tenant analytics is NOT the primary use case with traditional data warehouses, causing data security challenges.

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Visual Studio taps more GitHub Copilot capabilities

InfoWorld

Microsoft has released a second preview of Visual Studio 2022 17.10, featuring GitHub Copilot integrations for generating pull request descriptions and explaining commits. Introduced March 12 , Visual Studio 2022 17.10 Preview 2 can be downloaded from the Visual Studio website. This planned update to Microsoft’s flagship IDE enables developers to generate a first draft of a pull request description driven by GitHub Copilot analysis of all changes in a pull request.

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5 Considerations for Distributing Your Team’s Work

thoughtLEADERS, LLC

Keep these five things in mind when you’re splitting up the work for your team. A key task as the leader of a high performing team is how you distribute work across the members of your team. It needs to be done fairly. Note, I didn’t say equally. Work allocation needs to be done fairly because you want perceptions of equality. You want people to work on things they’re good at but also that they’re excited by.

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Feds seek attestation on secure software

InfoWorld

The US federal government has released a software attestation form intended to ensure that software producers partnering with the government leverage minimum secure development techniques and tool sets. The form was announced March 11 by the Department of Homeland Security’s Cybersecurity and Infrastructure Security Agency (CISA), which developed the form with the Office of Management and Budget (OMB).

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Introducing Tenable AI Assistant: Your Generative AI Analyst To Achieve Proactive Security

Tenable

Context is critical when it comes to analyzing and prioritizing your exposures. Learn how Tenable AI Assistant, your new Gen AI-based security analyst, can help you answer specific questions, interpret exposure findings and respond to security issues faster than ever. In today's dynamic threat landscape, staying ahead of cyberattacks requires more than just reactive measures.

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7 Pitfalls for Apache Cassandra in Production

Apache Cassandra is an open-source distributed database that boasts an architecture that delivers high scalability, near 100% availability, and powerful read-and-write performance required for many data-heavy use cases. However, many developers and administrators who are new to this NoSQL database often encounter several challenges that can impact its performance.

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Article: Getting Technical Decision Buy-In Using the Analytic Hierarchy Process

InfoQ Culture Methods

Making large, important technical decisions is a critical aspect of a senior individual contributor's role. This article examines how Comcast has employed the Analytic Hierarchy Process (AHP), a decision-making framework developed in the 1970s, and adapted it for making technical and non-technical decisions both large and small.

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Nozomi Networks Raises $100 Million to Expand Industrial Cybersecurity Business

Ooda Loop

Nozomi Networks, an industrial and IoT cybersecurity firm, has secured a substantial $100 million Series E funding round, raising its total funding to over $250 million. Mitsubishi Electric and Schneider Electric are among the investors, joining previous backers such as Honeywell and Johnson Controls.

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CodeSOD: Query the Contract Status

The Daily WTF

Rui recently pulled an all-nighter on a new contract. The underlying system is… complicated. There's a PHP front end, which also talks directly to the database, as well as a Java backend, which also talks to point-of-sale terminals. The high-level architecture is a bit of a mess. The actual code architecture is also a mess. For example, this code lives in the Java portion. final class Status { static byte [] status; static byte [] normal = { 22 , 18 , 18 , 18 }; //snip public static boolean

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A ChatGPT Use Case for the Board of Directors: Corporate Disclosure and Policy Assessments

Ooda Loop

Researchers from the National Bureau of Economic Research (NBER) offer some foundational thinking on how ChatGPT can be applied to corporate disclosures and policies. According to the authors, this “study provides a first look at the potential of ChatGPT to extract managerial expectations and corporate policies.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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How to Become More Persuasive at Work

Harvard Business Review

If you’re a leader, you need to know how to influence people.

How To 101
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White House Budget Proposal Seeks Cybersecurity Funding Boost 

Ooda Loop

The White House has unveiled a $7.3 trillion budget proposal for fiscal year 2025, with a significant focus on increasing cybersecurity spending.

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Confluent Champion Bahar: The Urgency for Stronger Women in Tech Initiatives

Confluent

Our Women’s History Month special Confluent Champion post highlights how Senior Account Executive Bahar Sandal drives Women in Tech initiatives.

Culture 67