Understanding AI Poisoning: Risks and How It Works

Artificial intelligence (AI) is transforming our world, but it comes with unique vulnerabilities. One major threat facing AI systems today is AI poisoning. This sophisticated attack targets the data that AI uses to learn, subtly corrupting it to influence or degrade the system’s output.

What is AI poisoning explained

What Is AI Poisoning?

In simple terms, AI poisoning happens when attackers inject misleading or false data into the training sets of AI models. Since AI learns from large datasets, even a small number of poisoned samples can have a big impact. This can cause AI to make mistakes, show bias, or even fail entirely. For example, attackers might feed an image recognition AI with doctored photos, causing it to misidentify objects.

Why Should You Care?

AI poisoning can influence decisions in critical sectors like healthcare, finance, and security. Fragile AI systems may become dangerous if they’re fed tainted data, leading to real-world consequences. As AI becomes more widespread, protecting these systems from poisoning attacks is crucial for safety and reliability.

Sources: The Conversation – What is AI poisoning? A computer scientist explains

Apple Staff Voice Concerns Over New Siri Ahead of iOS 26.4 Release

Apple’s next big update for Siri is stirring up internal debate as the tech giant prepares for the iOS 26.4 launch. Recent reports reveal that senior Apple executives are raising red flags about the performance of the revamped Siri. With the anticipated update scheduled for next year, these concerns could influence the rollout or features of the new voice assistant.

Apple Siri update concerns

What’s Causing the Concern?

Apple has heavily invested in AI-powered improvements for Siri, hoping to enhance user experience and maintain its edge in the voice assistant market. However, insiders claim that the new Siri’s current performance isn’t meeting internal expectations. These performance issues could affect Apple’s reputation for delivering polished, reliable products.

What Does This Mean for iPhone Users?

If the concerns persist, Apple may need to delay or further refine Siri’s new features before the iOS 26.4 update goes public. Users should expect more updates and transparency from Apple as the company addresses these internal challenges. Stay tuned for more information as Apple works to deliver a smarter, more capable Siri.

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Livemint

Jennifer Lawrence Reveals Funny Incident of Feeding Robert Pattinson Trash Food

Jennifer Lawrence’s Hilarious Story with Robert Pattinson

Jennifer Lawrence never fails to entertain with her candid and funny stories. In a recent interview, she shared a laugh-out-loud moment involving her co-star Robert Pattinson from their upcoming film ‘Die my Love.’ Lawrence revealed that Pattinson once unknowingly ate food from her trash. The actress explained that she had some leftovers she tossed into the garbage, but when Pattinson felt hungry, he found the discarded food and started eating it, completely unaware of its origin.

Jennifer Lawrence and Robert Pattinson Laughing Together

The Unfiltered Chemistry Between the Stars

Stories like these highlight the fun and unfiltered chemistry between the two actors. Jennifer Lawrence’s quick wit and Pattinson’s easy-going nature create a dynamic duo both on and off screen. Fans love how Lawrence openly shares these behind-the-scenes moments, making her even more relatable and endearing. This hilarious trash food incident has only increased excitement for their movie, as audiences look forward to seeing their playful bond translate to the big screen.

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Will Artificial Intelligence Bring Us Closer to God? Exploring AGI and the Tree of Knowledge

Artificial intelligence (AI) is evolving at a rapid pace, and as we build smarter machines, we often wonder about the deeper implications.

The Intersection of Technology and Spirituality

Many experts and thinkers are asking if the journey towards artificial general intelligence (AGI) could change our relationship with spirituality or even bring us closer to God. As we pour creativity and innovation into machines, we give them abilities like reasoning, learning, and even creativity. But there’s one thing we can’t give AI—the human soul.

Artificial Intelligence and Spirituality

Some believe technology and the pursuit of knowledge reflect humanity’s age-old quest for meaning, much like the biblical Tree of Knowledge. As AI systems mimic human thought, they raise new questions about consciousness, morality, and what truly makes us human. Can machines ever possess the spark that sets us apart, or will our creations always lack that elusive spiritual essence?

The Future of AI and Human Values

As we advance, we must ask if AI will be a tool for enlightenment or a challenge to our deepest beliefs. The conversation about AGI and spirituality grows more relevant every day, urging us to consider not just what AI can do, but what it should do.

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The Rise and Fall of Arrival: Lessons from the British Electric Vanmaker’s Collapse

Arrival once promised to revolutionize the electric van market in the UK and beyond. The company launched with bold ideas, innovative technology, and significant investment. Early on, industry experts and investors believed Arrival would disrupt commercial vehicle manufacturing.

Arrival Electric Van Failure

Where Did Arrival Go Wrong?

Despite a strong start, Arrival faced major hurdles. Production delays, financial mismanagement, and overpromising plagued the company. Their microfactory concept, which aimed to build vehicles in small, flexible facilities, failed to deliver on efficiency and scalability.

Leadership changes and funding issues accelerated Arrival’s downfall. As competitors advanced, Arrival struggled to keep up with market demands and lost the trust of investors. Ultimately, the company could not recover and ended its journey in disappointment.

Key Takeaways from the Arrival Story

Entrepreneurs and investors can learn from Arrival’s story. Innovation must come with solid execution and careful financial planning. The electric vehicle market remains competitive, and only those with a sustainable vision and disciplined management can thrive.

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Dua Lipa and Callum Turner: Inside Their Relationship and Wedding Plans

Dua Lipa and Callum Turner: Relationship Insights

Dua Lipa and her fiancé Callum Turner have taken their romance to the next level, capturing the attention of fans worldwide. Callum recently shared a rare glimpse into their life together, revealing more about their relationship and their much-anticipated wedding plans. The couple started dating in January 2024 and quickly became one of the most talked-about pairs in the entertainment industry.

Dua Lipa and Callum Turner together

Wedding Plans Revealed

Fans have been eager to learn about their engagement, and now, Callum has opened up about their upcoming wedding. The couple enjoys keeping most details private, but Callum’s recent comments hint at a joyful celebration ahead. Their relationship blossomed quickly, with both stars supporting each other’s careers and sharing a deep connection. As the excitement builds, more updates about their wedding are sure to follow, keeping fans on the edge of their seats.

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The Sun: Dua Lipa’s fiancé Callum Turner shares rare insight into their relationship

Seattle Halloween Businesses Face Scary Challenges Amid Rising Costs

Seattle’s Halloween businesses are facing spooky challenges this season. Local party supply shops and costume stores have had to raise their prices due to new tariffs and rising import costs. Small business owners in the Seattle area are feeling the pinch, as they struggle to keep their shelves stocked with the latest costumes and decorations.

Seattle Halloween store with costumes and decorations

Why are costs rising for Halloween shops?

Tariffs on imported goods have made it more expensive to bring in popular Halloween products. This includes everything from spooky costumes to party supplies. To stay in business, shop owners have marked up their prices. Some businesses worry this could scare away customers looking for affordable ways to celebrate.

Will customers still shop local?

Many Seattle-area residents enjoy supporting local stores during the Halloween season. However, higher prices might push some shoppers online or to big box retailers. Business owners hope customers will understand the challenges and continue to shop local, helping to keep the spirit of Halloween alive in their neighborhoods.

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Jared Kushner Reveals Secrets Behind Middle East Ceasefire Negotiations

Jared Kushner, former White House senior adviser and son-in-law to President Donald Trump, recently shared insights into the complexities of Middle East peace negotiations. Speaking to CBS’ “60 Minutes” alongside U.S. Special Envoy Steve Witkoff, Kushner explained how he navigated through what he called ‘50 years of stupid word games’ to help broker a ceasefire deal in Gaza.

Jared Kushner leaving negotiation meeting

Breaking Through Diplomatic Barriers

Kushner highlighted that traditional diplomatic language often hindered progress in the region. He and his team chose to bypass these barriers, focusing instead on practical solutions and direct communication. This approach led to significant breakthroughs, especially when tensions were high and legacy issues threatened to stall negotiations.

Path to the Gaza Ceasefire Deal

During the interview, Kushner emphasized the importance of building trust and maintaining open channels between all parties. He credited a willingness to challenge the status quo and to prioritize clear, honest dialogue. As a result, the team managed to secure a ceasefire agreement that many thought impossible for decades.

By sharing these behind-the-scenes details, Kushner sheds new light on how creative thinking and determination can make a difference in international diplomacy.

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Jenna Ortega Stuns in Grace Ling Breastplate at 2025 Academy Museum Gala

Jenna Ortega Makes a Bold Fashion Statement

Jenna Ortega turned heads at the 2025 Academy Museum Gala with her striking fashion choice. Embracing the latest trend, she wore a sculpted breastplate designed by the acclaimed New York designer, Grace Ling. This wearable art piece has already captivated stars like Kylie Jenner and FKA twigs, and now Ortega joins the list of celebrities championing this avant-garde look.

Jenna Ortega in Grace Ling breastplate at Academy Museum Gala

Grace Ling’s Wearable Sculptures Shine on the Red Carpet

The breastplate trend is taking the red carpet by storm, and Jenna Ortega’s latest appearance proves it’s here to stay. The Grace Ling breastplate is more than just an outfit—it’s a piece of art that blurs the boundaries between fashion and sculpture. Ortega’s look at the gala highlights her fearless approach to style and solidifies her status as a fashion icon to watch. If you want to keep up with the most exciting red carpet trends, keep an eye on stars like Jenna Ortega, who aren’t afraid to push the boundaries of fashion.

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Vogue: Jenna Ortega Breastplate 2025 Academy Museum Gala

Paranthropus boisei Fossils Reveal Human-Like Grip and Tool Use

Exciting new fossil discoveries from Kenya are rewriting what we know about Paranthropus boisei, an ancient hominin species. Recent studies of these fossils show that P. boisei had hands and feet strikingly similar to those of modern humans. This revelation suggests these early human relatives may have had the dexterity needed to use tools, a trait previously thought to be unique to our own genus.

Paranthropus boisei fossil shows human-like grip

Anatomy Points to Tool Use

Researchers examined the structure of P. boisei’s hands and feet and found evidence of advanced grip strength. Their thumbs and fingers share key similarities with modern humans, including the ability to grasp and manipulate objects. This challenges long-held beliefs that P. boisei only relied on simple foraging techniques.

What This Means for Human Evolution

These findings paint a richer picture of human evolution. They suggest that multiple hominin species developed the capacity for tool use—not just our direct ancestors. As more fossils are discovered and studied, the story of our origins becomes even more fascinating and complex.

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