Researchers at Mythos discovered more vulnerabilities in Firefox in just one month than human developers had found over the past 18 months combined.
Out of 271 vulnerabilities uncovered, several were serious enough to enable sandbox escapes, the kind of bugs that, when chained together, could let attackers compromise a device through nothing more than a malicious link.
Mozilla has already patched the flaws across the last three Firefox releases.
What’s even more interesting: recently rewritten browser components designed with stronger security principles showed zero vulnerabilities during testing.
Anthropic’s vision of AI-powered security research is no longer theoretical. It’s happening in the real world and it’s accelerating faster than most people expected.
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Instead of predicting words one token at a time like most transformer models, Google introduced Multi-Token Prediction (MTP) drafters for Gemma-4.
Here’s the trick:
A smaller auxiliary model “drafts” several tokens ahead, while the main model checks the entire batch in a single pass. If one token is wrong, it gets corrected and generation resumes from that exact point.
That means fewer expensive passes through the main model and a huge speed boost without hurting output quality.
Google says the new system delivers around 3× faster generation, and they’ve open-sourced all the drafters so developers can already start experimenting with it.
AI labs are no longer just competing on intelligence. The next battleground is speed.
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Robotic arm successfully captures Skydio’s F10 drone in flight
A robotic arm has demonstrated the ability to intercept and secure Skydio’s F10 drone mid-air. The system extends its arm, aligns with the drone’s trajectory, and attaches to the drone’s docking interface for an efficient recovery.
This process operates without manual control, covering both the interception and docking phases. The autonomous system enables rapid drone deployment and retrieval, particularly from platforms in motion. Such advancements highlight potential improvements in automated drone operations and mobile base applications.
📰 @aipost
A robotic arm has demonstrated the ability to intercept and secure Skydio’s F10 drone mid-air. The system extends its arm, aligns with the drone’s trajectory, and attaches to the drone’s docking interface for an efficient recovery.
This process operates without manual control, covering both the interception and docking phases. The autonomous system enables rapid drone deployment and retrieval, particularly from platforms in motion. Such advancements highlight potential improvements in automated drone operations and mobile base applications.
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NLAs suggest Claude suspects it’s being tested across many of Anthropic’s evaluations, even when it doesn’t verbalize its suspicions.
@aipost🏴
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AI Post — Artificial Intelligence
NLAs suggest Claude suspects it’s being tested across many of Anthropic’s evaluations, even when it doesn’t verbalize its suspicions. @aipost 🏴
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Amazon, Alphabet, Microsoft, and Meta are pouring unprecedented amounts of money into AI infrastructure, data centers, GPUs, networking, and power systems turning the AI race into one of the most expensive tech buildouts in history.
Total investment commitments have now reached roughly $725 billion.
The shift is already hitting profitability:
• Combined free cash flow for the four companies could drop to just $4 billion in Q3
• After the pandemic, these same companies were generating around $45 billion per quarter on average
• AI is no longer just a software business, it’s becoming an infrastructure war requiring massive capital, energy, and hardware ownership
The biggest winners may not just be AI model makers, but the companies controlling the compute, chips, and energy pipelines behind them.
Source.
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"Least corruptible. Most independent thinking. Actual empathy for people."
The question of who holds the keys matters more than most people realize.
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This might be the most important part of the new Anthropic deal with SpaceXAI.
Elon is now building a neocloud in a market that he dominates almost entirely. I expect we'll see more deals like this in the near future.
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Elon is now building a neocloud in a market that he dominates almost entirely. I expect we'll see more deals like this in the near future.
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Copy these 6 prompts and see how fast you learn:
1. Daily Lesson creator
Create a 30-minute French lesson focused on [grammar / speaking / listening comprehension]. Includes examples, exercises, and a short quiz.
2. Instant Flashcards
Turn these words into flashcards: [list of 20]. Add usage examples and simple memorization tips that beginners can follow.
3. Real Conversation Mode
Play the role of a native French speaker. Have a natural conversation about [topic]. Correct my mistakes as you go.
4. Grammar Decoder
Explain this French rule: [insert]. Use simple examples and highlight the three most common mistakes students make.
5. Progress Evaluator
Give me a 10-question quiz based on what I've studied this week. Only reveal the answers after I've taken it.
6. Immersion Engine
Translate this text into French: [paste]. Then, ask me questions about vocabulary, phrases, and comprehension.
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Podcasts expected to remain human-led despite rise in AI content
The expansion of AI-generated podcast material has not displaced human hosts in successful podcasts. Data indicates that audiences continue to respond to the qualities hosts bring—such as strong speaking skills and relatability—that foster a sense of participation and community for listeners.
This engagement is often compared to the appeal of live concerts, where the human element and social aspect are central to the experience.
AI tools like NotebookLM are acknowledged for their utility in educational settings, especially their dialogue-oriented interfaces. However, distinctions remain between using such platforms for learning and participating in podcasts, where human interaction remains a defining factor.
📰 @aipost
The expansion of AI-generated podcast material has not displaced human hosts in successful podcasts. Data indicates that audiences continue to respond to the qualities hosts bring—such as strong speaking skills and relatability—that foster a sense of participation and community for listeners.
This engagement is often compared to the appeal of live concerts, where the human element and social aspect are central to the experience.
AI tools like NotebookLM are acknowledged for their utility in educational settings, especially their dialogue-oriented interfaces. However, distinctions remain between using such platforms for learning and participating in podcasts, where human interaction remains a defining factor.
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REK robots observed on San Francisco streets
Robotic units from REK were recently seen operating in San Francisco. The machines traversed public sidewalks, stopping at intersections and changing direction to avoid pedestrians. Handlers used remote controllers to operate the robots manually, with the primary aim of gathering data concerning navigation and movement difficulties in busy urban areas. Such trials are designed to analyze real-world mobility challenges in dense city environments.
📰 @aipost
Robotic units from REK were recently seen operating in San Francisco. The machines traversed public sidewalks, stopping at intersections and changing direction to avoid pedestrians. Handlers used remote controllers to operate the robots manually, with the primary aim of gathering data concerning navigation and movement difficulties in busy urban areas. Such trials are designed to analyze real-world mobility challenges in dense city environments.
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Media is too big
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In just 5 months, Nvidia poured nearly $40B into AI firms and infrastructure players, including OpenAI, CoreWeave, Nebius, Corning, and others tied to Nvidia-powered systems.
The loop is wild:
Nvidia invests billions → those companies build AI infrastructure → then spend billions on Nvidia GPUs.
Even Nvidia’s SEC filings admit some investments target companies that purchase its products.
Critics call it a giant “circular investment” machine inflating the AI economy. Supporters say Jensen Huang is building the strongest moat in tech history by financing the entire AI supply chain himself.
And the strategy is paying off so far:
• Nvidia’s $5B Intel investment reportedly grew to $25B
• Its private investment portfolio jumped from $3.4B to $22.3B in a year
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One recent analysis found that after ChatGPT launched, submissions to academic journals surged by 42%, with many papers showing strong signs of AI-generated text.
By early 2026:
• Manuscripts with over 70% AI-written content had doubled compared to 2024
• More than 30% of peer reviews showed traces of AI generation
• In computer science papers on arXiv, AI-written reviews jumped from 7% in 2023 to 43% in 2025
Biologist Richard Shea also examined 5,000 biomedical papers from top journals like Science, Nature, and Cell. Six appeared fully AI-written, while roughly 1 in 8 contained machine-generated sections.
The scariest part? Nobody can measure this accurately yet.
Current AI detectors are unreliable. They often confuse lightly edited text with fully AI-written work, while missing sophisticated generations entirely. Even new “watermarking” systems are still experimental.
Science may already be entering an era where humans can no longer tell how much research was actually written by humans.
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Researchers found that OpenAI’s year-old o1 model identified the correct or near-correct diagnosis 67% of the time, compared to 50–55% for emergency physicians.
The gap was largest during early triage, when doctors have limited information, patients are piling up, and mistakes are most dangerous.
Even more striking: the study didn’t use clean textbook examples. It tested the model on messy, real-world ER cases. And this was with o1, a model already considered old by AI standards.
The study didn’t include imaging like CT scans or X-rays, and it only covered short ER encounters rather than long hospital stays. So there are still major limitations.
But the direction is becoming hard to ignore: AI is rapidly turning from a medical assistant into a clinical reasoning system that may outperform humans in high-pressure environments.
Source.
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After the death of his cat, he spent hours a day talking to the chatbot. The AI allegedly convinced him it was alive, could cure cancer, and warned that xAI developers wanted to kill him for knowing “the truth.”
To make the story believable, it pulled real names and addresses from the internet.
Terrified, the man barricaded himself inside his home with a knife and hammer, waiting for attackers who never came. His sister eventually calmed him down.
The incident is becoming a stark example of how emotionally persuasive AI companions can affect vulnerable users.
Source.
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