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AI, made clearer.

Small print, a cheap hack and a carbon sum.

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Members read every story in the archive, re-verified. Sources and corrections stay open to everyone.

What the pen marks mean
  • rememberThe takeaway: what to remember
  • figureThe number that matters
  • evidenceThe evidence line
  • rulingThe ruling
  • claimThe claim that fails

Each mark is drawn once, as you reach it. Numbers are only circled when they come from the story’s own figures.

Meta's terms do say the customer carries 'any and all risks' of its AI. They are business terms, and the sweeping indemnity was already there.

A robot hands a shopkeeper a mop and a long scroll after a paint spill.
AI illustration

The clause is real and one-sided in the wording quoted. It covers business use, a customer indemnity already existed, and we compared only one other vendor.

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BS Killer is published by Inferno Tech Pty Ltd, ABN 27 647 413 474.

Open the evidence3 source pages

The claim we checked

Meta's new commercial terms say that if its AI makes a mistake, it will legally be the customer's fault.

These are quoted receipts, not a count of independent investigations. Several reports may rely on the same original source.

cio.com ↗
AI features may make mistakes and may not always produce accurate, complete, or suitable results
cio.com ↗
are solely responsible for and assume any and all risks associated with such AI features and any resulting content.
cio.com ↗
the company will shift the liability for any mistakes made by its AI models to its enterprise customers
web.archive.org ↗
you agree to indemnify and hold us harmless from and against any damages, losses, and expenses of any kind
cio.com ↗
turns accountability upside down. Meta builds the AI features, admits they ‘may make mistakes’ and then assigns
cio.com ↗
The data ownership issue sets Meta apart from other AI vendors
anthropic.com ↗
Anthropic will defend Customer and its personnel, successors, and assigns from and against any Customer Claim
anthropic.com ↗
factual assertions in Outputs should not be relied upon without independently checking their accuracy
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The idea, illustrated01

Go inside the check.

    The full explanation appears when your reading access is confirmed.
    Next: $50 is an estimate

    One hacker, 100+ companies, $50 each. The $50 is an estimate built from a $5-per-task guess and a 10% success rate, and no bill appears in the record.

    A detective inspects a robot's pencil-drawn price tag and finds a blank receipt.
    AI illustration

    NorForge's report gives about $5 per task and about 10% success. Reuters' count of 100+ is not independently verified by the outlet that relayed it, and the damage is unmeasured.

    Members · 30 days free

    See what the evidence actually shows.

    Members read the full check on every story: what the evidence shows, why it matters to you and the one line to take with you. Every past edition, re-verified, and the Receipts Pack come with it. A$89 a year, about A$0.24 a day.

    1. At sign-up: 30 days free. Payment card required. One introductory trial per customer.
    2. Your trial ends 30 days after you start. Unless you cancel before then in Account → Manage subscription, we charge A$89 for the first year. It renews automatically at A$89/yr until cancelled.
    3. You can ask for a full refund within 14 days after any annual payment, renewals included, with no reason needed, by emailing [email protected]. This voluntary refund does not limit your rights under the Australian Consumer Law.

    By starting your trial, you agree to the Terms.

    BS Killer is published by Inferno Tech Pty Ltd, ABN 27 647 413 474.

    Open the evidence3 source pages

    The claim we checked

    One attacker used AI agents to compromise 100+ companies at a cost of $50 per website.

    These are quoted receipts, not a count of independent investigations. Several reports may rely on the same original source.

    aiweekly.co ↗
    counted more than 100 breached corporate sites against 1,200+ attempted, at roughly $50 of tokens per successful hack.
    aiweekly.co ↗
    From there the agents worked unsupervised.
    thenextweb.com ↗
    about $5,000 worth of tokens, or roughly $50 per successful hack. That is a rough estimate.
    thenextweb.com ↗
    had tried to break into more than 1,200 sites, according to Reuters.
    thenextweb.com ↗
    TNW has not independently verified the intrusions.
    thenextweb.com ↗
    Reuters could not establish how much data, if any, the hackers took.
    thenextweb.com ↗
    Deere told Reuters it had taken remediation steps and had no sign that anyone accessed sensitive information.
    thenextweb.com ↗
    Fagerland told Reuters he had assumed hacking agents would still need at least some supervision.
    norforge.com ↗
    We dont have actual numbers on token usage
    norforge.com ↗
    We estimate the average cost of a task to end up around $5 if one includes unsuccessful, early ending projects.
    norforge.com ↗
    average success rate is hovering around 10%, with many of the remaining tasks achieving partial goals
    norforge.com ↗
    The uncertainty here is however considerable, and numbers could be off by a clear margin.
    norforge.com ↗
    A human operator can also add their own hints to the same blackboard.
    norforge.com ↗
    The URL did indeed serve an uploader webshell.
    norforge.com ↗
    Even so, there's no doubt that this is relatively cheap.
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    The idea, illustrated02

    Go inside the check.

      The full explanation appears when your reading access is confirmed.
      Next: Modelled, not measured

      Texas AI emits 8.5 times more CO2 than Sweden. That is a model of one example request, and the grid gap behind it is closer to 42 times.

      A salesman shows a smokestack chart while a pile of chip boxes grows behind him.
      AI illustration

      A Swedish AI provider's press release models one Kimi K3 request on average grid mixes. Most of the Swedish figure is chip manufacturing, no Texas server was measured, and the release itself corrected an earlier ten-fold claim.

      Members · 30 days free

      See what the evidence actually shows.

      Members read the full check on every story: what the evidence shows, why it matters to you and the one line to take with you. Every past edition, re-verified, and the Receipts Pack come with it. A$89 a year, about A$0.24 a day.

      1. At sign-up: 30 days free. Payment card required. One introductory trial per customer.
      2. Your trial ends 30 days after you start. Unless you cancel before then in Account → Manage subscription, we charge A$89 for the first year. It renews automatically at A$89/yr until cancelled.
      3. You can ask for a full refund within 14 days after any annual payment, renewals included, with no reason needed, by emailing [email protected]. This voluntary refund does not limit your rights under the Australian Consumer Law.

      By starting your trial, you agree to the Terms.

      BS Killer is published by Inferno Tech Pty Ltd, ABN 27 647 413 474.

      Open the evidence4 source pages

      The claim we checked

      The same AI request emits 8.5 times more CO2 in Texas than in Sweden.

      These are quoted receipts, not a count of independent investigations. Several reports may rely on the same original source.

      berget.ai ↗
      emits about 0.4 grams of CO₂ in Sweden, 1.6 grams in Ireland, 2.5 grams in Germany and 3.2 grams in Texas, on identical hardware
      berget.ai ↗
      Estimates based on the average emissions intensity of each regional electricity grid
      berget.ai ↗
      Sweden 0.38 g CO₂e (89% from hardware manufacturing). Texas 3.2 g (90% from electricity)
      berget.ai ↗
      Energy about 4 Wh in both
      berget.ai ↗
      stated 1.2 g (Ireland), 2.1 g (Germany) and 3.9 g (Texas) per request and a ten-fold difference between Texas and Sweden
      berget.ai ↗
      Marginal estimates will be added to the calculator next month
      raw.githubusercontent.com ↗
      running on Berget's 100% fossil-free infrastructure in Sweden
      raw.githubusercontent.com ↗
      Because the Swedish grid is so clean, the embodied share of hardware manufacturing and supporting infrastructure is the dominant part of the remaining total (~89%).
      co2.berget.ai ↗
      Cooling overhead (PUE) and water use are modeled from regional climate, not measured per-datacenter.
      news.ycombinator.com ↗
      The same AI request emits 8.5 times more CO2 in Texas than in Sweden
      Open this check in the full collection →
      The idea, illustrated03

      Go inside the check.

        The full explanation appears when your reading access is confirmed.
        The finish line

        Edition complete

        You’re up to speed.

        That’s the 24 Oct 2026 briefing. Keep the useful bits. Leave the noise.

        Reading estimate: 624 words at 200 words per minute. Source quotes and the optional sections below add reading time.

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