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AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders
Gov.uk says AI gaslighting Brits with stale Gov.uk data
SA Mathieson SA Mathieson · 2026-04-23 · via Hacker News - Newest: "AI"

AI + ML

Stale gov.uk pages are feeding AI overviews old data and Brits are believing it

Whitehall content teams play whack-a-mole with zombie pages as Google hoovers up the lot

AI overviews from the likes of Google are serving up false summaries of UK government information by drawing on stale GOV.UK pages, according to content designers at the Department for Business and Trade (DBT).

The problem, senior content designer Giorgio Di Tunno and content operations lead Neil Starr wrote in a GOV.UK blog post, is that outdated pages no longer maintained are now being actively scraped to answer user queries.

A Google search for the cost of setting up a charity in the UK, for instance, returned an AI overview citing £13 online or £40 by post for Companies House incorporation - figures pulled from an unmaintained legacy page. The actual cost is £100 online or £124 by post.

When The Reg tried the same search, Google's AI overview first said incorporation was free, then a day later offered "roughly £13-£183+." Neither was accurate.

"The problem isn't that the government is trying to trip people up (it isn’t), but that inconsistent information surfaced by the AI overview feels that way to users," Di Tunno and Starr wrote. "That perception alone can undermine confidence in government services."

"In the past, most of those outdated, niche pages would fall into the 0-view abyss, never to be stumbled on again." Now, agentic search processes for generative AI summaries draw on these pages to answer specific queries.

To tackle this, DBT audited GOV.UK pages that hadn't been updated in five years, had fewer than 11 views in that period, were meant to carry current information, and had no active owner, including those published by the defunct Department for Business, Energy and Industrial Strategy. It found 150 pages which have since been redirected to archived copies, current GOV.UK pages or relevant legislation.

The department is also testing six-monthly review cycles, with last and next review dates displayed at the bottom of each page. Tunno and Starr said this has gone down "extremely well with real users" as it helps them to trust the material.

AI summaries - which search engines often provide as their top results to user queries - are causing other problems for government content designers. The Department for Education’s head of design, Mark Edwards, recently warned these provide misleadingly narrow or incomplete answers to questions.

"We now need to design with the expectation that much of what we publish will be read indirectly, atomized, summarized or reinterpreted by systems we don't control," he wrote earlier this month. ®