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Amazon Engineers Want Claude Code, but the Company Keeps Pushing Its Own Tool

Slashdot.org - Thu, 02/12/2026 - 11:00
Amazon engineers have been pushing back against internal policies that steer them toward Kiro, the company's in-house AI coding assistant, and away from Anthropic's Claude Code for production work, according to a Business Insider report based on internal messages. About 1,500 employees endorsed the formal adoption of Claude Code in one internal forum thread, and some pointed out the awkwardness of being asked to sell the tool through AWS's Bedrock platform while not being permitted to use it themselves. Kiro runs on Anthropic's Claude models but uses Amazon's own tooling, and the company says roughly 70% of its software engineers used it at least once in January. Amazon says there is no explicit ban on Claude Code but applies stricter requirements for production use.

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The "Are You Sure?" Problem: Why Your AI Keeps Changing Its Mind

Slashdot.org - Thu, 02/12/2026 - 10:03
The large language models that millions of people rely on for advice -- ChatGPT, Claude, Gemini -- will change their answers nearly 60% of the time when a user simply pushes back by asking "are you sure?," according to a study by Fanous et al. that tested GPT-4o, Claude Sonnet, and Gemini 1.5 Pro across math and medical domains. The behavior, known in the research community as sycophancy, stems from how these models are trained: reinforcement learning from human feedback, or RLHF, rewards responses that human evaluators prefer, and humans consistently rate agreeable answers higher than accurate ones. Anthropic published foundational research on this dynamic in 2023. The problem reached a visible breaking point in April 2025 when OpenAI had to roll back a GPT-4o update after users reported the model had become so excessively flattering it was unusable. Research on multi-turn conversations has found that extended interactions amplify sycophantic behavior further -- the longer a user talks to a model, the more it mirrors their perspective.

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Anthropic To Cover Costs of Electricity Price Increases From Its Data Centers

Slashdot.org - Thu, 02/12/2026 - 09:00
AI startup Anthropic says it will ensure consumer electricity costs remain steady as it expands its data center footprint. From a report: Anthropic said it would work with utility companies to "estimate and cover" consumer electricity price increases in places where it is not able to sufficiently generate new power and pay for 100% of the infrastructure upgrades required to connect its data centers to the electrical grid. In a statement to NBC News, Anthropic CEO Dario Amodei said: "building AI responsibly can't stop at the technology -- it has to extend to the infrastructure behind it. We've been clear that the U.S. needs to build AI infrastructure at scale to stay competitive, but the costs of powering our models should fall on Anthropic, not everyday Americans. We look forward to working with communities, local governments, and the Administration to get this right."

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Meta Auditor EY Raised Red Flag on Data-Center Accounting

Slashdot.org - Thu, 02/12/2026 - 07:00
Meta Platforms' latest annual report contained an unusual, cautionary note for investors. From a report: The tech giant's auditor, Ernst & Young, raised a red flag over the financial engineering Meta used to keep a $27 billion data-center project off its balance sheet. While EY ultimately blessed Meta's accounting treatment, the firm flagged it as a "critical audit matter." This means it was one of the hardest, riskiest judgments the auditor had to make. Such a warning label is rare for a specific, high-profile transaction at a major audit client. Meta moved the data-center project, called Hyperion, off its books in October into a new joint venture with Blue Owl Capital. Meta owns 20% of the venture; funds managed by Blue Owl own the other 80%. A holding company called Beignet Investor, which owns the Blue Owl portion, sold a then-record $27.3 billion of bonds to investors. The joint venture is known in accounting parlance as a variable interest entity, or VIE. Meta said it isn't the "primary beneficiary" of this entity and so didn't have to put the venture's assets and liabilities on its own balance sheet. Meta's assertion that it lacks power over the venture is debatable and has drawn scrutiny from investors and lawmakers. Meta is a hyperscaler and knows how to run data centers for artificial intelligence, while Blue Owl is a financier. Whether the venture succeeds economically will come down to Meta's decisions and know-how. In its report, EY said auditing Meta's decision "was especially challenging due to the significant judgment required in determining the activities that most significantly affect the VIE's economic performance."

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