
MD: @scottgal@hachyderm.io Email: [email protected] LI: https://xitter.cf/t.co/R6V0bqDQEO I AM NOT PROF SCOTT GALLOWAY
It's in the trees! It's coming (also Sco…
Joined March 2007
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New website for the new venture stylobot stylobot.net/
A new type of bot detector. Mine is
SUPER quick - sub millisecond
Multi-Path - behavioural signature.
Rolling window approach - decisons made during between ^ across requests safely, quickly.
ZERO PII - NO PII at all (IP, user agent) saved to disk EVER
Early days but the prototype github.com/scottgal/mostlylu… is functional.
#botdetection #heuristic #business
ʎɐʍollɐפ ʇʇoɔS retweeted
Jared Kushner made a deal with the United Arab Emirates
Mohamed bin Zayed told him he wanted Rex Tillerson fired as Secretary of State
He was fired
The next month, the UAE sent $50 million dollars to a bank account for Jared Kushner in Cyprus
And Hunter Biden sold a painting
ʎɐʍollɐפ ʇʇoɔS retweeted
SpaceX Blocked A U.S. And NATO Satellite to Assist a Russian Intercept After Crippling Ukraine's Air Defenses
The Math Proves the Reality that Musk doesn't want you to see.
On Oct 13-14, SpaceX restricted Starshield/Starlink during a 39-missile Russian attack, cutting Ukrainian drone intercepts by 23% and stranding U.S. personnel in Kyiv. Forty-eight hours later (Oct 15), SpaceX blocked U.S.-licensed NRO, Space Force, and NATO radar satellite ICEYE-X36 in orbit so Russia's COSMOS 2612 weapon could intercept it (99.89%-99.98% posterior)
Our Model Demonstrates that the Russian intercept of the US/NATO ICEYE X-36 satellite (contemporaneous with the throttling of Starlink) would not have been possible, and almost certainly not been attempted, without SpaceX resources. At a material opportunity cost, Russia sprinted its COSMOS satellite to intercept ICEYE X36. Based on a previous attempt in June during which X36 maneuvered to evade COSMOS, Russia knew that this would be successful only if X36 could not maneuver. On October 15, SpaceX fixed X36 in place by issuing a collision alert for a sub-kilometer approach with its Starlink 35856 when SpaceX's own data shows that the actual distance was 4.8-5.0x as great. SpaceX issued no warning to COSMOS despite the fact that its sprint was far more threatening than the stable X36 orbit. SpaceX did not maneuver its Starlink 35856 satellite to clear the supposed collision risk. How, absent coordination with SpaceX, could Russia have known that SpaceX would take actions that (a) misrepresented the danger posed by X36, and (b) resulted in the fixing of X36 thereby enabling COSMOS's successful intercept? Thus, SpaceX was directly involved in simultaneously compromising Ukraine’s defensive and offensive capabilities. The conjunction of these two events makes innocent explanations untenable.
The Pentagon Capture & Iran Round Two Trap: Pentagon CTO Emil Michael who cashed out $7M–$35M from Musk’s inner-circle SpaceX vehicles (M8/Gigafund 0.1 and M6/Valor M33 II) and KQ Partners / xAI (selling xAIfor $5M–$25M three days before taking over CDAO/OSCand 21 days before SpaceX bought xAI, while keeping M8, M6, M9, M10 & Nomadic open) and Pete Hegseth purged rival Anthropic in two hours, surrendered combat command over US drones used to attack Iran to Starlink’s "Terms of Service," and on October 2 named Musk Co-Director of Project Meridian to design the Pentagon's "Future of Warfighting" just as America enters Iran Round Twowith depleted Patriot/THAAD magazines and Russia feeding U.S. warship/aircraft locations to Tehran.
SpaceX’s actions in Ukraine raise serious questions about its alignment with US security interests and its reliability as a cornerstone of US defense. These questions are particularly troubling given the effectively irreplaceable position SpaceX has been granted by the Hegseth/Emil Michael Pentagon.
$SPCX $TSLA
Our full quantitative analysis below w/ @streetwiseprof
ʎɐʍollɐפ ʇʇoɔS retweeted
Extremely obvious that this will be enforced immediately against pro-Palestine protesters on the basis that Zionists will claim to have felt "distress" and "alarm".
ʎɐʍollɐפ ʇʇoɔS retweeted
Elon is deliberately trying to pop the AI bubble and crash the stock market because he thinks he can pick up one of the labs and get plenty of compute for cheap in the aftermath. He knows the hyperscalers and labs have no moat anyway, so he’s kicking the legs out from under the whole thing.
Mark my words. He hasn’t suddenly realized the AI market is smoke and mirrors. He’s under pressure from the Starlink situation and he’s making a move to kill the chatbot industry because he thinks he’s in a position to rule over the ashes.
He’s not wrong. He’s just right for the wrong reasons.
I talked to some of my old coworkers at Microsoft, and apparently they didn't even email people.
It's on an internal portal that is currently crashing under the traffic 🙃
BREAKING: Microsoft, $MSFT, is offering buyouts to 60,000 workers as part of the company’s efforts to cut costs amid AI adoption, per Bloomberg.
Personnel on select teams in the US, Canada, India, and the UK at a vice president level and below will be eligible.
This reflects ~27% of Microsoft's total workforce.
ʎɐʍollɐפ ʇʇoɔS retweeted
Their profitability DEPENDS ON us using their models for cybersecurity.
But you don’t need overpriced frontier models. This is why they try to ban Chinese models. They want to lock you in and have no alternative.
The frontier corps see cybersecurity as a core line of business, and Anthropic's S-1 filed today puts that in writing for investors.
Many have us have been observing this trend, but now here it is in black and white.
Anthropic says it expects that defending enterprise networks and critical infrastructure will increasingly require frontier AI, as each new generation of models gets better at finding and exploiting vulnerabilities.
The filing points to Claude's performance on ExploitBench, rising from 40% with Opus 4.8 to 78% with Claude Mythos 5 and 91% with Opus 5.5 over roughly four months.
(I'd love to see dedicated hill climbing on evals for defenders, not just exploitation)
Anthropic already has Claude Security for Claude Enterprise customers, and it has committed up to $100 million in cyber defense initiatives through Project Glasswing, while noting that future investments haven't been finalized.
Of course, the filing doesn't include a cybersecurity revenue figure, so for now this is a stated priority and an expectation, with the numbers still to come, but they are likely to grow exponentially.
OpenAI is making the same bet in public through Daybreak.
That has implications across the ecosystem, such as:
- Enterprises will increasingly find that the company selling them the model also wants to sell them the code scanning, triage and fixes, which forces a decision on whether your model provider should also be your security provider.
- Security vendors, especially in AppSec, are now competing with first-party lab products, and I suspect durable differentiation will come from proprietary data, deep workflow integration, distribution/relationships and the ability to take accountable action as model access becomes table stakes.
- Partners and MSSPs become the delivery and governance layer, since OpenAI says access to its underlying cyber models remains with the approved partner and is not transferred directly to the customer, which raises the bar for firms outside these programs.
- The broader ecosystem has to deal with this capability cutting both ways, since Anthropic's own risk factors cite a September 2025 case of a Chinese state-sponsored group manipulating Claude Code to attempt infiltration of roughly 30 global targets, and note that researchers have used its models to exploit other companies' systems, at times in connection with authorized bug bounty programs.
As I've said with cloud and still say with AI, you can't outsource accountability, and that holds even when your model provider is also selling you the security tooling.
It will be interesting to see how widely security leaders will consolidate AppSec and vulnerability management with their model provider, or keep those capabilities independent of the company whose models and agents they are also trying to secure.
ʎɐʍollɐפ ʇʇoɔS retweeted
This is the canary in the coal mine, y'all. The AI math doesn't math. Microsoft is offering buyouts for nearly a quarter of it's workforce.
AI adoption for businesses is a 24-month journey in a perfect scenario. They aren't seeing adoption fast enough to offset their CapEx spending... and they aren't alone. Add Anthropic's measly revenue numbers (compared to their CapEx), and hopefully you get the point.
These aren't buyouts because Microsoft found efficiencies with AI, they are buyouts because they (the AI industry) spend trillions (collectively) building the best tools the world has ever seen, and no one knows how to use them. digitalmeld.io/blog/who-is-p…
BREAKING: Microsoft, $MSFT, is offering buyouts to 60,000 workers as part of the company’s efforts to cut costs amid AI adoption, per Bloomberg.
Personnel on select teams in the US, Canada, India, and the UK at a vice president level and below will be eligible.
This reflects ~27% of Microsoft's total workforce.
ʎɐʍollɐפ ʇʇoɔS retweeted
Replying to @tom_watson
Even on a leave of absence, as a peer you retain your title, status, & network. You have been hired specifically to use your political leverage & proximity to the government in order to to protect or win state contracts. This is a conflict of interest, end of the matter.
ʎɐʍollɐפ ʇʇoɔS retweeted
Replying to @cohere
Horrible blog post. The model did as instructed. Either nobody read this or you’re all retarded.
ʎɐʍollɐפ ʇʇoɔS retweeted
Jared Kushner sent over $80M to a HITMAN.
that’s a lot of money.
I wonder if the hit was done in a public setting.
I wonder if the victim was a well-known political figure.
ʎɐʍollɐפ ʇʇoɔS retweeted
Interesting: there is an OOB security update for .net 10. Includes fixes for the Brotli vulnerability...
support.microsoft.com/en-us/…
ʎɐʍollɐפ ʇʇoɔS retweeted
Just Rishi Sunak earning £6265/ hour advising Goldman Sachs and £7729/hour consulting to Microsoft... while sitting as a backbench MP.
The median UK salary is £41k/year. Sunak earns that in just over five hours consulting for Microsoft.
What service is he providing, exactly?
ʎɐʍollɐפ ʇʇoɔS retweeted
The Royal PR machine will launch 500 more hit pieces on Meghan this week just to distract you from the fact that Prince William is literally evicting generational tenant farmers from historic Duchy land to liquidate assets.
Prince William modeling himself as the face of solving homelessness while serving eviction notices to historic Duchy families to maximize profits. "William can go to hell" sums up exactly how real people feel about this structural greed.
Greed at its finest.
ʎɐʍollɐפ ʇʇoɔS retweeted
Fox News is putting Nicki Minaj up telling people to vote red.
Let’s break that down.
Can Nicki Minaj vote? No.
She’s not a U.S. citizen.
Can Nicki Minaj’s husband vote? No, he’s a registered sex offender.
Can Nicki Minaj’s brother vote? No, he’s serving 25 years to life for child sexual assault.
She seems like the perfect spokesperson for MAGA republicans.
ʎɐʍollɐפ ʇʇoɔS retweeted
Hey Folks, I am #OpenToWork from DEC 1 - #dotNET, #Blazor, #ASPNETCore #Azure, #AI-SDLC, #GitHub #Copilot, #API, #SoftwareArchitecture. Remotely worldwide - Corp-to-Corp #C2C conract. TIA for any connections, advice, or opportunities! 😊
Digitally yours, the Coding Machine! 🤖
🚨 Caroline Graham disgusting vulture finally admitting she was aware of what Meghan's letter to the pedo father was writing, which means the Daily Mail was aware too which IMO means the whole press was aware of it.
It's the main reason why they bullied Meghan to meet Thomas Markle. To have the million dollar picture of Meghan with the pedophile. To use this a leverage to black mail her.
Disgusting vultures.
It's interesting to see the intellectual controtions and downright criminal activity as the big US AI companies try to defend their turf against open models until they cash out in their IPOs.
Things are accelerating in ways nobody is prepared for. PHP2Shell was thankfully lesser than we all panicked about but expolits are about to experience exponential growth.
The proitection racket that onlly frontier AI models can defend against this 'open model' proliferatio IS the next product. AI driven security arms race...right at the IPO where they have to justify >$1tn valuations.
Sadly I don't have the UX ability to land Stylo.Bot right now but the model of adaptive NON-AI security 'proxies' seems like the future.




































