TECH NEWS

AI's 'Verification Tax' is real as Sage and IDC warn that Finance leaders are having to adapt to meet a fresh challenge

Just what we need - another costly, hidden side effect to factor into enterprise AI adoption, this time the ‘Verification Tax.’ This phenomenon means that rather than saving time, professionals are finding themselves having to waste time and money on double-checking 'Black Box' AI outputs.

That’s the grim prognosis from The Emerging Economics of AI in Finance, a new white paper from Sage Group in association with research firm IDC, based on a survey of over 2000 senior finance decision-makers worldwide. It warns that Finance professionals spend nearly 13 hours every week re-constructing, validating, and defending AI outputs, with nearly half (48%) spending 15+ hours and almost one in five (19%) spend 30+.

The report finds:

Across industries, Finance teams are discovering that AI-generated outputs introduce new operational requirements tied to validation, explainability, governance, audit-ability, and accountability. Verification of those outputs now consumes a substantial share of Finance team...

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Eric Wu’s newest company, out of stealth since May, is going after construction’s labor crunch

Eric Wu built and ran Opendoor, one of the more ambitious real estate startups of the last decade, before stepping away in 2022 after fast-rising interest rates abruptly slowed down home sales. He spent a year resetting — he’d been running the company for eight years at that point — and

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Sources: Anthropic has walked away from talks to acquire Decart for ~$6B after performing due diligence on the startup

Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Cloudflare Connect 2026: The Agentic Conference — Stop preparing for agents. Start running

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First Xiaomi, then the world: why Arm might give phone gaming a huge graphics boost

China is getting first crack at a British technology that might change how mobile games are made and played. Today, the Xiaomi 18 Fold launches in mainland China with an Arm Mali G2-Ultra NX graphics processor inside its custom Xring O3 chip. What’s so special about that? After five

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Almost all AI tools are now running with no oversight from IT — putting companies in the firing line

* Report claims an incredible 80% of AI tools are running in organizations without IT oversight * Browser agents and integration tools are escaping the attention of security and IT engineers * Reco’s State of Agent Security 2026 report also tracked 637 vulnerabilities across agents and LLMs Unmonitored deployment of AI tools

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Eric Wu’s newest company, out of stealth since May, is going after construction’s labor crunch

Sources: Anthropic has walked away from talks to acquire Decart for ~$6B after performing due diligence on the startup

First Xiaomi, then the world: why Arm might give phone gaming a huge graphics boost

Almost all AI tools are now running with no oversight from IT &mdash; putting companies in the firing line

Almost all AI tools are now running with no oversight from IT — putting companies in the firing line