12 published LLM defences. Attacked adaptively, the way a real adversary would.
Most fell at success rates above 90%, though most had reported near-zero.
A guardrail tested against yesterday's attacks is not evidence of safety.
(The Attacker Moves Second, USENIX Security 2026)
No airline thinks its Air Operator Certificate is red tape. It's the reason it can fly at all.
Aviation became mass transport because of its safety regime, not in spite of it.
Enterprise AI is at that moment now.
Gartner expects 40%+ of agentic AI projects to be cancelled by the end of 2027.
The reasons: escalating costs, unclear value, inadequate risk controls.
Risk sits in the same sentence as cost and value. An equal cause of failure, not a footnote.
Close to 9 in 10 organisations now use AI regularly.
About 1 in 3 are scaling it.
The gap isn't the models. It's the conditions under which risk owners will sign off.
(McKinsey, State of AI 2025)
Most organisations treat AI security as the tax they pay for adopting AI.
They have it backwards.
Security is the licence to scale AI. Without it, you get pilots. With it, you get a business.
My full essay, every source linked: https://t.co/HL1g6fk1db
@Tesco Hey Team, when clicking my recent orders on the android app- the clubcard prices are showing as higher than actual prices. I think the numbers are getting exchanged.
Machine learning has advanced considerably in the last 6+ years. This growth is due to outstanding foundational research & 1000s of teams working cohesively to create genius level transformer ability.
May this 'research led' growth continue!
https://t.co/zsvTXjQciZ
@RishiSunak Thank you for your message of kindness. And for your service to our great country. I appreciate how negativity can drown this out- but you've had some good stabilizing efforts- and there's a large group of folks that appreciate it. Good luck with the future!
Wasn't the #Brexit vote won to reduce migration?
The outcomes of Brexit in terms of 'independence' have been a shallow indicator of the truth. The UK economy 'needs' migrant workers- it's just shifted from EU to 'Rest of World'
I wonder what 'future vote' would this bring up?
@MindtheProduct Fantastic endeavor! Thank you MTP team for enabling & sharing value across our Product family.
Great decision that should inspire other companies to be equally charitable when it comes to sharing knowledge!
Continue thriving and growing!
🚨 Arbitrum Token Airdrop Is Now Live!
A total of 25 million $ARB will be distributed.
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🚨 Arbitrum Token Airdrop Is Now Live!
A total of 25 million $ARB will be distributed.
Eligible people can claim based on their chain-activity.
✅ To check if you are eligible for round:
➡️https://t.co/jI8GIe7eIk
🌐 For more information please visit our website. https://t.co/48XXe2IpBi
🚨 Arbitrum Token Airdrop Is Now Live!
A total of 25 million $ARB will be distributed.
Eligible people can claim based on their chain-activity.
✅ To check if you are eligible for round:
➡️https://t.co/jI8GIe7eIk
🌐 For more information please visit our website. https://t.co/48XXe2IpBi