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Questionable AI Work Habits Rampant Among US Firms
Technical Counselor Justin St-Maurice says poor AI governance is fueling risky workplace behaviors. He advises organizations to set clear usage policies, train staff on ethical use, and monitor how AI tools are impacting productivity, trust, and decision-making across teams.
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The New Epistemology Of Project Portfolio Reporting
Distinguished Analyst Barry Cousins says project portfolio reporting has drifted from its scientific roots. He urges leaders to re-emphasize measurable outcomes, close the loop between intention and results, and avoid relying solely on sentiment or abstraction.
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GPT-5 for Business: How Can It Help?
Managing Partner Mark Roman says businesses exploring GPT-5 should focus on aligning use cases with tangible ROI. He cautions against chasing hype and advises IT leaders to validate model performance, cost, and fit before scaling enterprise adoption.
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Microsoft Axes Volume Discounts for SaaS Suites
Jeff Elliott, Principal Advisory Director, says Microsoft’s pricing shift will drive many buyers to renegotiate early. Advisory Fellow Scott Bickley warns that the loss of volume-based discounts could force IT teams to rethink licensing strategies and anticipate rising SaaS costs.
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Is Perplexity’s $34 Billion Offer to Buy Chrome Real or a Marketing Stunt?
Brian Jackson, Principal Research Director, says Perplexity’s $34B “offer” to buy Chrome is a clever marketing move that reflects real browser innovation trends. He notes that playful tactics like this can still signal serious shifts in how AI is reshaping the search landscape.
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Attention Online Retailers! Bot Shoppers Are About to Change Everything
Julie Geller, Principal Research Director, says retailers must adapt product data for machine readability as bot shoppers grow. She advises structuring pricing and availability info clearly so AI agents can interact accurately, or risk losing visibility in automated buying systems.
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Citrix NetScaler Flaw Likely Has Global Impact
Technical Counselor Erik Avakian says the Citrix NetScaler flaw highlights the need for continuous patch management and vendor communication. He urges orgs to monitor exposure, apply fixes quickly, and ensure contingency plans are in place for internet-facing infrastructure.
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New Compute Exchange Service Answers GPU Pricing Queries
Advisory Fellow Scott Bickley says new GPU pricing exchanges can help demystify market rates, but warns buyers to stay alert for markups, availability gaps, and shifting demand. He advises IT leaders to blend real-time pricing tools with long-term capacity planning.
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Duolingo Went ‘AI-First’ and Then Came the Consumer Backlash
Brian Jackson, Principal Research Director, says Duolingo’s AI-first shift shows how removing valued features can erode trust. He advises product teams to pair innovation with transparency, ensuring AI enhancements don’t alienate loyal users or disrupt proven user experiences.
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