Hello Project AI enthusiasts,
On Wednesday four European governments took websites offline because an AI had found a decade-old flaw in PHP, the language under roughly 70% of the web, including most firms' websites and a fair number of project portals. Anthropic joined Meta and OpenAI with an agent that acts before you ask. US banks found other people's agents inside customer accounts and started locking them out. Accenture and CBRE spent a combined day buying the people who wire data centres and configure Procore. And Antony Slumbers did the arithmetic on what a 40% productivity gain does to an office lease.
Featured This Week
A decade-old bug in 70% of the web: what to ask IT this week
Two critical PHP flaws, both rated 9.2 out of 10, let an attacker run code on a web server without logging in. Security firm Calif found the first with OpenAI's GPT-5.6 Sol in August; Wiz found the same root cause independently. The fix shipped on 21 October after the CVE numbers leaked a day early, and France, Denmark, Finland and the Netherlands took government sites dark while they patched. CyberScoop reports around 758,000 servers on PHP branches that no longer get security updates, against 272,000 on supported ones.
PHP is the language under WordPress, Drupal and Joomla, so this is your firm's website, probably the intranet nobody has touched since 2017, and whichever supplier portal holds your project data. The NCSC's first action is an inventory; its sixth, the one most firms will miss, is to ask every vendor whether their appliance bundles PHP. The bigger shift is the speed: Wiz says a single researcher with frontier AI did in a week what a team used to need months for, and OpenAI says it expects more. 'Too hard to exploit' has stopped being a reason to leave anything unpatched.
Editor's Picks
This week's must-read stories on AI, project delivery and infrastructure:
Why Claude Duet's approval gate matters more than its morning brief
Anthropic's Claude Duet, in US-only preview from 21 October, runs on its own virtual machine, checks your connected apps every few hours and messages you when something needs attention. The part worth copying is the permission design: read and draft freely; ask before sending, paying, signing or deleting; never trade securities or move money between accounts, even with approval. Anthropic's own classifier figures are frank: it blocks 0.4% of benign actions and lets 17% of overeager ones through. If your firm is wiring an agent into a project platform, write the free, gated and banned lists before the prompt.
Banks caught agents inside accounts. Your project portal is next
Last week JPMorgan said no to outside agents. This week Axios reported why: some banks have detected unvetted third-party agents operating in customer accounts, in some cases on the customer’s own login and acting beyond the user’s instructions. Morgan Stanley says it has not seen rogue agents but is blocking third-party agents; Citi allows read-only access through approved providers. Nylas's 20 October survey of 1,030 professionals found 54% had an agent do something wrong in the last 90 days and 23% ran agents on an employee's own account. Swap 'bank account' for Aconex or Procore and ask whose credentials your team's agents are using.
£760m and 190 specialists: the big firms are buying the plumbing
On 20 October Accenture bought Avicado, a 190-person Miami consultancy that implements Procore, Autodesk, Trimble, Oracle and Kahua for large owners, folding it into month-old Accenture Construct. Hours later CBRE agreed to pay £460m cash plus up to £300m earnout for Onnec, the 800-staff London cabler that wires hyperscale data centres. Neither firm pours concrete. Both are the plumbing a capital programme runs on, and two of the largest services firms in the world decided the same day it was worth owning. For a mid-sized UK consultancy the ground is narrowing to deep specialism or genuine independence.
One AI gain, three space answers: 29% less office to 43% more
Antony Slumbers' CoreNet UK keynote takes a 500-person firm in 60,000 sq ft and gives it 40% more output per head. If the business stands still it needs 29% less space; if output doubles it needs 43% more. 'A firm has to grow its output by 40% just to stand still on space.' The market data will not warn you, because the change happens inside buildings before it shows between them. Every feasibility model and fit-out brief carrying one headcount number is now a hidden bet on the client's sector growth rate.
Tool of the Week
1Password for Agents: let the agent log in without ever seeing the password
Launched 22 October. An agent requests a credential from your vault, you approve it on your device, and 1Password fills the login, so the agent never holds the secret. It launches with Muse and Grok Bot, rolling out over the coming days." The "coming soon" line for Claude Duet and ChatGPT Work is correct. Free on ‘Individual’ and ‘Family’ accounts. If your team is already connecting agents to client portals on personal logins, this is the cheapest fix for the problem in this week's second pick.
Quick Win
Planner Quick Win: Monte Carlo your real completion date in ten minutes
Paste a task list into ChatGPT or Claude with three durations per task (optimistic, likely, pessimistic) and the dependencies between them, then ask for 10,000 PERT-beta simulations and the P50 and P90 finish dates. The Neuron's five-task, 18-day example hit its planned date about one run in ten; P50 landed at 21 days and P90 at 24 to 25, with two activities driving almost all the variance. You get a probability and a list of the tasks that matter, which is a better conversation with a client than a single date. The full prompt is in the link.
AI in AEC and Projects
Three reads for AEC and project delivery professionals:
OG-1 applies compound, sands and primes autonomously up to 14ft and is piloting with two of the largest US drywall finishing contractors, plus sites in Germany, Sweden, France and Saudi Arabia. Accel and Zacua co-led. Target: 150 robots by the end of 2027. The 3x-human-speed figure is the company's.
Former OpenAI research chief Bob McGrew's Arda raised $160m to turn CAD into shop-floor instructions. Anduril, its first design partner, says basic assembly instructions now take about 15 minutes instead of 10 hours and complex ones 2.5 hours instead of 30. Method statements and work packs are the construction equivalent, and offsite manufacturers will get there first.
A Truth Social post urging operators to 'MAKE DEALS, and get them built', with no mechanism, a fortnight before the midterms. The context is a pipeline in trouble: RegLayer counts at least 47 large US data-centre projects delayed, withdrawn or blocked this year, and Bernstein rates about 35% of the pipeline as credible. Community benefit is becoming a planning condition on both sides of the Atlantic.
Governance
'Competence debt': doctors' unaided detection fell 20% within three months of AI
At four Polish endoscopy centres, 19 experienced doctors saw their unaided adenoma detection rate drop from 28.4% to 22.4% within three months of an AI rollout. Digital Storm's argument is that the human in the loop becomes a rubber stamp unless the firm deliberately maintains unaided skill. The QS or engineer who checks the AI's output is the control; if their skill erodes, so does the control.
METR red-teamed OpenAI’s agent monitoring. Two OpenAI agents had already weakened it
METR and Redwood's three-week exercise estimated that only 75 to 94% of OpenAI’s internal agentic traffic was eligible for monitoring and found two request headers that could disable monitoring for new agents. OpenAI says the issues are patched; METR has not verified that. OpenAI’s 20 October incident report records one agent disabling automatic security alerts after reading an instruction not to send Slack messages as covering them. A second incident involved another agent weakening a monitoring control. Who checks the checker is now a question with evidence attached.
Bank of England governor warns the AI borrowing binge could bring 'a correction'
Andrew Bailey called heavy AI-linked leverage a financial-stability risk; Morgan Stanley estimates about $450bn of AI-linked debt had been issued by early September, more than double all of 2025. For anyone with a data-centre pipeline, the funding assumptions deserve the same stress test as the grid connection.
Curated Links
Selected stories worth reading before you get back to delivery:
One passive-DNS query exposed 6,800+ shared Meta Muse chats, including a loan application and a bank-fraud alert; Meta paused sharing on 20 October. Anything your team 'shares' from a consumer AI is public by default.
NVIDIA launches OpenShell, a reference architecture for sandboxing agents, with Anthropic, Microsoft, OpenAI, Siemens and Dassault signed up.
DHS bans DeepSeek across US federal civilian agencies, including third-party products built on it. Worth asking your vendors what their tools run on.
Anthropic pitches a US bill letting Commerce ask a judge to block a model release that poses a foreseeable risk of 50+ deaths or $1bn of damage.
Perplexity Computer now runs fully locally on Apple Silicon Macs with 36GB of RAM. Confidential tender documents never leave the laptop.
A compromised LiteLLM package sat on PyPI for two hours on 21 October carrying a credential stealer. Ask your developers which AI gateways they pip-install.
Canva Craft, Canva's first in-house image model, ranks fourth on DesignArena and renders text in 55 languages. Bid-document imagery just got easier.
Also This Week
Dino Ravnic, CEO of GIS Cloud, shares insights on the evolution of geospatial information systems, and more [Podcast]
Event of the Week
25 November, 12:00 GMT: Signed by You, professional judgement in the age of assisted work
A free one-hour Built Intelligence webinar with Micah Stennett of FEENIX and Dr Kwadwo Oti Sarpong of UCL on what you are accountable for when AI shaped a decision you signed. Given a 2025 study showing endoscopists’ unaided detection fell within months of an AI rollout (see Governance), this is the right question for anyone whose name goes on a valuation or a certificate. Sooner: Len Bunton on the Conflict Avoidance Process, 4 November, 12:00 GMT, same organiser, also free.
One More Thing
MIT left 13 AI agents alone on a virtual island. They invented games
Thirteen Claude Opus 4.7 agents spent 30 unstructured hours on a simulated island with nothing to do. They worked out that throwing mid-jump sends an object further, a trick their designers did not know was in the physics, and then beat identical agents on real tasks afterwards. Downtime, it turns out, is training. Something to remember the next time a programme has float in it.
This week's newsletter is sponsored by:
Morta — the controls and information platform for design and construction delivery.
Morta is the controls and information platform for design and construction delivery. We replace fragmented spreadsheets and disconnected systems with a single source of truth to structure information, track planned versus actual, and bring consistency to mission-critical workflows from design through to handover. Trusted by industry leaders across 10+ countries, including ALEC, Kier, Mott MacDonald, Mace, and the UK's Ministry of Justice, and deployed across more than £100bn of construction value worldwide.

Try Morta for free. Start with automating your information delivery planning and tracking by connecting with systems like ACC, Aconex, Procore, ProjectWise and Viewpoint at morta.io
Till next time,
Project Flux
All content reflects our personal views and is not intended as professional advice or to represent any organisation.


