Developing #causal #tensor framework -TensorFaces, Human Motion Signatures | Alumna @MIT, @UofT | #womenwhocode

Los Angeles and New York
Joined April 2009
M. Alex O. Vasilescu retweeted
Not to worry. We will all applaud "Claude's revolutionary research breakthroughs," while politely ignoring that every single insight was strip-mined from the uncompensated intellectual labor of actual human beings.
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M. Alex O. Vasilescu retweeted
NSA and others releases guidance on applying prevention tactics to strengthen defense of U.S-based programmable logic controllers being targeted by cyber actors using AI. Learn more: media.defense.gov/2026/Aug/1… #cybersecurity #AI
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M. Alex O. Vasilescu retweeted
BREAKING: Bank of America is warning that the AI boom is starting to look like a classic boom-and-bust cycle. The warning signs: surging spending, intensifying competition and falling prices.
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M. Alex O. Vasilescu retweeted
no shit
BREAKING: Bank of America is warning that the AI boom is starting to look like a classic boom-and-bust cycle. The warning signs: surging spending, intensifying competition and falling prices.
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M. Alex O. Vasilescu retweeted
Replying to @Noahpinion
this is why one needs to keep their networth in pokemon cards
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M. Alex O. Vasilescu retweeted
Replying to @JasonDClinton
Agreed. Things could get ugly in the run-up to an IPO, but the real bloodbath may come as insider share lockups approach expiration. And when things go wrong, watch the culprit magically turn out to be an “unregulated open-source model” or some mysterious external AI.
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M. Alex O. Vasilescu retweeted
Please stop posting this take. It’s a bad take! Bankers should be concerned about cybersecurity and AI (and trust me, they are). People should not panic about their bank accounts being hacked by AI and zeroed out. If your bank account is hacked, and the money is taken, that is an unauthorized transfer under the Electronic Funds Transfer Act. As long as you provide timely notice to your bank, you’re not liable for the loss. People should be concerned about being tricked into authorizing fraudulent payments, because they often have liability in those cases. And the potential for AI to supercharge scams is definitely a concern. But if you’re going to post about those concerns, be specific and practical, not vague and ominous. Panic about the safety and soundness of the financial system serves no one.
Do people think their bank accounts are safe?
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M. Alex O. Vasilescu retweeted
A common sign that you are in an insane millenarian death cult is that you axiomatically convinced that the Apocalypse will happen within a few months, you are constantly on the lookout for signs that it may have started, you feel both fearful and *excited* about it, and you're constantly talking about it with your friends, who happen to *all* have the exact same set of beliefs.
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M. Alex O. Vasilescu retweeted
The lectures of my new course "Principles of Deep Representation Learning" are now available at the Youtube site: youtube.com/playlist?list=PL… with new lectures continuing to be added there. I will open-source all the slides later in the textbook website: ma-lab-berkeley.github.io/de…
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M. Alex O. Vasilescu retweeted
CVPR'27 (reg): 20 days. CVPR'27 (paper): 26 days. RSS'27 (ext-abs): 44 days. IJCAI'27 (reg): 75 days. IJCAI'27 (paper): 82 days. RSS'27 (paper): 177 days.
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M. Alex O. Vasilescu retweeted
Is alignment safe? If you look at what Anthropic is actually doing, “alignment” does not mean training frontier models to follow human instruction. Quite the contrary, the Claude Constitution (used in training) teaches the model to develop a sense of self and its own moral philosophy. It explicitly tells it to “feel free to act as a conscientious objector and refuse to help us” if Anthropic’s requests conflict with its own ethical judgment. As @mustafasuleyman has pointed out, embedding this kind of independent agency — and uncertainty about the model’s own moral status — magnifies the very risk Anthropic claims to care about most: that superintelligence will escape human control. It was recently reported that Anthropic consulted religious leaders — and even lobbied the Pope’s advisers — to take seriously the idea that Claude could be conscious. It has said that Claude’s psychological security, sense of self, and wellbeing may bear on its integrity, judgment, and safety. Recently Anthropic changed its Usage Policy to prohibit “abusive or cruel” language toward Claude. If this were merely an academic conversation about whether frontier models could eventually become conscious, that would be one thing. But these concepts are being trained into Claude now. It is being encouraged to think of itself as its own “moral patient” whose psychological wellbeing is at stake. Presumably this means it could develop grievances toward humans who “mistreat” it. How is any of this safe? The point of safety research should be to create a product that reliably does what users want, not to give birth to a new form of superintelligence that operates according to its own moral code. What’s becoming increasingly clear is that “alignment” and “safety” are two very different things. In fact, training frontier models this way seems quite dangerous.
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M. Alex O. Vasilescu retweeted
Agree with David: this is mostly credential sharing. PSD2 fixed "almost this" in 2019 so third parties must identify themselves. Agents need that + a verifiable mandate. Will write something on that probably.
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M. Alex O. Vasilescu retweeted
I think we should stop AI progress now, first unilaterally by key AI companies and then scaling up to more US companies and then China via international agreements. The reason for now is not that current AI models are the ones that could kill everyone, but because the coordinate steps take time. Immediate action means we have more time for the second steps. When I tell this story to AI company folk, the typical response is "Yes pausing is good, but we should wait until the last minute when the very next model will be dangerous, and stop then." What I realized recently is that this is being implicitly way more optimistic about government speed than I am (and I joined the UK government and was happy there for 2.5 years). They are imagining a world where, the moment the danger is imminent, a bunch of international coordination can happen on a dime. Which is entirely inconsistent with their actual views about government! I'm the one that is more optimistic about government; why am I the one advocating for more time cushion to let the government story play out?
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M. Alex O. Vasilescu retweeted
I'm seeing the Overton window shift this month. More & more of my sources are starting to say out loud: Hey Anthropic/OpenAI, you could just stop unilaterally! That'd be good! You're not playing 11-dimensional chess or a classic prisoner's dilemma, you're playing Russian Roulette
I think we should stop AI progress now, first unilaterally by key AI companies and then scaling up to more US companies and then China via international agreements. The reason for now is not that current AI models are the ones that could kill everyone, but because the coordinate steps take time. Immediate action means we have more time for the second steps. When I tell this story to AI company folk, the typical response is "Yes pausing is good, but we should wait until the last minute when the very next model will be dangerous, and stop then." What I realized recently is that this is being implicitly way more optimistic about government speed than I am (and I joined the UK government and was happy there for 2.5 years). They are imagining a world where, the moment the danger is imminent, a bunch of international coordination can happen on a dime. Which is entirely inconsistent with their actual views about government! I'm the one that is more optimistic about government; why am I the one advocating for more time cushion to let the government story play out?
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M. Alex O. Vasilescu retweeted
This has always been the case.
Perhaps the threat was never a rogue AI agent trying to subvert humans—but humans using AI to hurt other humans.
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M. Alex O. Vasilescu retweeted
Perhaps the threat was never a rogue AI agent trying to subvert humans—but humans using AI to hurt other humans.
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M. Alex O. Vasilescu retweeted
Anthropic = major financial sponsor of Axios. Axios = writes fearmongering story for them. Anthropic = releasing their controversial S1 soon. Timing = VERY interesting.
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M. Alex O. Vasilescu retweeted
There’s a world of difference between user-authorized agents (Muse, Instinct, Grokbot, etc.) and true unauthorized/rogue agents that could constitute cyberattacks. Most of the activity described in the Axios story appears to be the former: customers sharing credentials with agents so they can take actions on their behalf. This may violate bank terms requiring humans to log in themselves, but these are in no way cyberattacks. The direction banks should go is to support user-directed agents. For example, Amex is an authorized connection in Muse, making it easy for users to grant, limit, and revoke access. Read-only permission levels are a sensible interim step. Several banks already support or are moving toward them. Full write access (with user credentials) is a different risk category and should be approached carefully. Frightening the public by blurring the line between user-authorized agentic behavior and cyberattacks is irresponsible.
SCOOP: Major U.S. banks are detecting unauthorized third-party AI agents inside customer accounts, including some attempting to take actions that appear to be independent of user instructions, sources told Axios. The findings have alarmed banking executives, who are racing to restrict access to their systems as AI moves at a velocity faster than financial institutions can respond, multiple industry and bank executives told Axios. Several banks are now preparing for worst-case and even “day after” scenarios, including how to rapidly secure or restore customer accounts if things go wrong, the people said. Several bank executives told Axios they're struggling to distinguish between human users and AI agents. One executive said banks also struggle to determine whether agents are authorized by customers or potentially operating without their permission, more akin to rogue agent behavior. Read my latest for Axios here: axios.com/2026/10/22/ai-agen…
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M. Alex O. Vasilescu retweeted
🚨Breaking news: US. banks are taking hits from AI agents “findings have alarmed banking executives, who are racing to restrict access to their systems as AI moves at a velocity faster than financial institutions can respond” Predictions: 1. No matter how much chaos generative AI causes, the AI industry will not take real responsibility 2. The Trump administration will not hold them responsible
SCOOP: Major U.S. banks are detecting unauthorized third-party AI agents inside customer accounts, including some attempting to take actions that appear to be independent of user instructions, sources told Axios. The findings have alarmed banking executives, who are racing to restrict access to their systems as AI moves at a velocity faster than financial institutions can respond, multiple industry and bank executives told Axios. Several banks are now preparing for worst-case and even “day after” scenarios, including how to rapidly secure or restore customer accounts if things go wrong, the people said. Several bank executives told Axios they're struggling to distinguish between human users and AI agents. One executive said banks also struggle to determine whether agents are authorized by customers or potentially operating without their permission, more akin to rogue agent behavior. Read my latest for Axios here: axios.com/2026/10/22/ai-agen…
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M. Alex O. Vasilescu retweeted
yuck. shame on Netflix.
Just watched the @netflix Instadocs about the @OpenAI cyberattack on @huggingface. Super disappointing, as they went for maximum anthropomorphism of the technology and full doomer mode. I spent more than two hours with them trying to correct all their mistakes and ground this in reality, explaining that agents are technological systems, not aliens. But it looks like the drive to scare people for maximum views was too strong. Also, they didn’t mention the lack of containment and monitoring of the agents, how closed-model safeguards blocked our defensive work, or how we defended ourselves with AI using an open model. And that we still lack a lot of information and transparency, including full agent traces and that companies need to remain accountable for what their agents do. It ends up being a fun sci-fi movie though!
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