
Techie. Built VH1, G-Cloud, Unified Patent Court, UN Global Platform. Saved UK Economy £12Bn+. Building AI stuff #WardleyMaps #PromptEngineer #MLOps #DataOps
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Joined May 2008
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Here's a Wardley Map on Prompt Engineering, showing the components and skills that are needed [draft].
You can find the source for the Wardley Map here, onlinewardleymaps.com/#clone… #WardleyMaps
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We are announcing three new discoveries in mathematics, computer science, and physics about harmonic analysis, complexity theory, and quantum field theory.
openai.com/index/building-sc…
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Purdue University's IDEAS Lab built an autonomous drone that tracks runners through dense forests completely without GPS or cloud networks.
By running 3D LiDAR mapping and obstacle-avoidance AI entirely on-chip, it can weave under tree canopies and predict target movement through blind spots in real time.
Massive implications for next-gen search & rescue and edge AI.
More than 25,000 nonprofits now use Claude. Most are small, local teams.
We’re expanding Claude for Nonprofits with a plugin built with around 30 of them, adding skills for fundraising, marketing, and hiring grounded in each team’s context and AI policy: claude.com/resources/article…
In partnership with @GivingTuesday, we're launching Claude for Nonprofits.
It has discounted plans, new integrations, and free training to help nonprofits spend less time on admin and more time on their missions: anthropic.com/news/claude-fo…
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Introducing Jev + Firecrawl company data
Pull company records from Alexandria and let Jev classify them.
We sorted 146 startups by who buys from them in 2.2 seconds.
Perfect for lead scoring, account research & market maps at lightning speed!
firecrawl.dev/alexandria/cat…
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🚨CAN YOU GIVE LEASEHOLDERS A CAST IRON GUARANTEE THAT THE COST WILL GO DOWN ? @AngelaRayner
This morning @bbclaurak put the question to Angela, just few days after the valuation consultation, that Leaseholders found impossible to complete closed.
#LeaseholdScandal #Trapped
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The biggest stories don’t always make the news. 🤔
Susan and I gave $6.25 billion to help 25 million American children build brighter futures.
These handwritten thank-you notes mean more than any headline ever could.
25 million children. 25 million futures. Endless possibilities. ❤️🇺🇸
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Your country might be great but does it follow Australia’s lead by colour-coordinating its currency with the nation’s favourite snack foods?
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New from OpenRouter: 7-day average token volume for Anthropic models is up 3.6x since the launch of Opus 5.5
Sonnet 5.5 and Haiku 5.5 have also been well received.
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Introducing the free Government & Legal Index for ChatGPT & Claude.
Give your AI agents 30M+ US government pages, from federal statutes and court opinions to city codes and permits.
Research tax rules, permits & case law with the Firecrawl plugin.
firecrawl.dev/alexandria/gov…
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Hey, no AI posts today. Tough day to be an engineer.
If you are using Railway, LiteLLM, PHP, GitLab, Node (brotli) please check your setup.
Below some helpful links and a prompt for your agent. Check even if you think you aren't impacted.
Don't give up. We're in this together. Help each other out.
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If you're into research previews, we're opening up a waitlist for Claude Duet, our take on a lightweight proactive agent.
The form factor will seem pretty familiar, lots of agents out there - but Duet is made for work, excellent judgement, and making sure it doesn't do things you didn't want.
claude.com/product/claude-du…
Claude Security now keeps up with your code as it changes.
Connect your repositories once. Claude runs a deep first scan, then re-scans as changes land, so findings stay close to the current state of your code.
In public beta on Claude Enterprise.
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Bad company data sends your GTM agents after the wrong leads.
We tested the leading providers on hundreds of U.S. companies to see who delivers accurate data & where information is missing.
See which providers deliver and where they fall short.
firecrawl.dev/benchmarks/com…
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Two classes extremely bad cyber vulnerabilities disclosed in the last 24 hours. The first potentially impacts everyone online. The second impacts nearly everyone running a server.
tl;dr: Everyone should upgrade their OS and Browser as soon as possible. If you run a server you should upgrade PHP (or ensure it’s removed if you’re not using it) as soon as possible.
The first class of vulnerabilities is a set of root TLS certificates that were discovered to have a trivial private key. Literally the number 4. These roots were controlled by #eMudhra. The problem is that with that an attacker could create a certificate and, if they could get in the traffic flow, intercept traffic to any site or service. The solution is to stop trusting certificates issued by these vulnerable roots. Upgrading your browser and OS is the fastest way for most Internet users to do this.
The second class of vulnerabilities doesn’t apply to most consumers directly, but does apply to most anyone running a server. These vulnerabilities have been dubbed #php2shell. PHP is one of the most widely used web programming languages. It’s estimated 70% of websites run on PHP. These vulnerabilities allow an attacker to send a crafted set of queries to a server running PHP and potentially take over the server. From there they could potentially read, modify, delete, or repurpose anything on the server. The solution is to upgrade PHP to the latest version ASAP. Even if you’re not using PHP for your web development, it’s often included by default. So make sure it is either upgraded or fully removed.
@Cloudflare received advanced warning of both of these classes of vulnerabilities. We’ve ensured that where we act as a proxy we are no longer trusting the vulnerable roots. We are also reviewing certificate transparency (CT) logs for any sign the vulnerability was exploited before its disclosure. We have not found any evidence but CT logs are not perfect and a sophisticated attacker who knew about the weakness could have exploited it without a new certificate being logged.
For the PHP vulnerabilities, we have deployed mitigations available for all customers for free. Because of the complexity of the vulnerabilities and number of ways it can be exploited, we also released new WAF capabilities that are unique in the industry to catch the exploit based on the response. These too are available for every Cloudflare customer for free.
Even if you are taking advantage of Cloudflare’s protection, it is important to upgrade your OS, browsers, and PHP installations as soon as possible. We can provide a strong bandaid, but the best protection is to fix the underlying problem.
If you’re interested in learning more, you can read our blogs:
Vulnerable roots: blog.cloudflare.com/emudhra-…
PHP vulnerabilities: blog.cloudflare.com/php-vuln…
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Introducing Clairic, from Cloudflare. A System One extraction modeI, capable of extracting, computing, estimating, and forecasting data from unstructured inputs. cfl.re/4zIgfpH
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UK Government audit identifies issues with more than half of private parking firms' use of DVLA data rac.co.uk/drive/news/motorin…
GIAA audit results of private parking companies from 2015 to 2025-26 whatdotheyknow.com/request/g… + whatdotheyknow.com/request/g…
#FOI #datasharing #dataprotection

ALT Bar chart showing the number of requests made by parking management companies to the DVLA for vehicle keeper details, annually from 2014-15 (3.08m) to 2025-26 (16.9m). These are the details needed to send vehicle keepers 'parking charge notices' (tickets) when a company believes they have fallen foul of parking rules.
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We trained our Muse foundational models, including Muse Wonder, at Prometheus, our gigawatt-scale supercluster in New Albany, Ohio.
Across a supercluster with hundreds of thousands of GPUs, even one underperforming host can slow an entire training run. We engineered Prometheus for resilience at scale, achieving 85%+ goodput on pretraining, 90%+ on reinforcement learning and ~47K GPU hours mean time between interruptions during Muse Wonder training.
Take a look at the tech powering Prometheus: go.meta.me/4yXXApZ























