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Meta Faces Another Copyright Lawsuit Over AI Training Practices

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Meta Faces Another Copyright Lawsuit Over AI Training Practices

Meta, the parent company of Facebook and Instagram, is facing fresh legal challenges over allegations that it used copyrighted materials without permission to train its artificial intelligence models, including its LLaMA series. This lawsuit adds to the growing scrutiny of AI companies’ data sourcing methods.

The Allegations

Authors such as Sarah Silverman and Michael Chabon claim Meta trained its AI models on datasets containing their copyrighted works without authorization. Plaintiffs argue this constitutes copyright infringement, while Meta defends its actions under the “fair use” doctrine, asserting that the training process is transformative and legally permissible.

Internal Discussions Raise Concerns

Court documents reveal internal chats among Meta employees discussing the use of copyrighted materials. One researcher suggested acquiring books without permission, stating, “ask forgiveness, not for permission.” These discussions highlight potential awareness within Meta of the legal risks involved.

Fair Use Debate

Meta maintains that its use of copyrighted texts to train LLaMA models is transformative and falls under fair use. The company compares this practice to Google’s precedent in Authors Guild v. Google, where copying books for search tools was deemed fair use. However, critics argue that training AI for commercial purposes does not meet fair use criteria.

Broader Implications

This lawsuit reflects wider concerns about how AI developers source training data, often relying on publicly accessible yet potentially copyrighted materials. As litigation against companies like Meta, OpenAI, and Google increases, clearer regulations may be necessary to balance innovation with intellectual property rights.

The outcome of this case could significantly impact both AI development practices and copyright enforcement in the tech industry.

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Entrepreneur Stories

Apple MacBook Air M5 Launched: M5 Chip, 22-Hour Battery in India

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Macbook

Apple has unveiled the new MacBook Air with M5 chip, starting at $999 for 13-inch and $1,299 for 15-inch models. The MacBook Air M5 boasts a 2nm M5 chip with 12-core CPU, 18-core GPU, and 50 TOPS Neural Engine for seamless AI tasks like real-time translation and 8K editing. Up to 22 hours of battery life, Thunderbolt 5, and Wi-Fi 7 make it the ultimate ultraportable, now 10% thinner at 0.44 inches with fanless cooling.

Key MacBook Air M5 features include Liquid Retina XDR display (500 nits, nano-texture option), 12MP Center Stage camera, and six-speaker Spatial Audio. Colors like new Sky Blue join Midnight and Starlight. Pre-orders are live today, with macOS Sequoia 15.4 enhancing Apple Intelligence and iPhone Continuity for students, pros, and remote workers.

Why buy MacBook Air M5 now? It outpaces Snapdragon X Elite rivals with ecosystem magic and future-proof performance, eyeing top 2026 laptop sales. CEO Tim Cook calls it “more capable than ever.” Visit apple.com for M5 MacBook deals and specs.

 

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Zupee Bolsters Short-Video Play with Vertical TV Acquisition Under INR 40 Cr

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Zupee - StartupStories

Delhi NCR-based gaming startup Zupee has acquired Mumbai-based microdrama platform Vertical TV in a deal valued under INR 40 Cr. This move strengthens Zupee Studio, its short-video arm launched in September 2025, by integrating Vertical TV’s expertise in bite-sized dramas like romance and thrillers.

Facing challenges from India’s 2025 real-money gaming ban, Zupee valued at $1 Bn after raising $120 Mn has pivoted to non-gaming content, including recent layoffs of 40% of its workforce. The acquisition builds on its November 2025 purchase of Australian AI firm Nucanon for interactive storytelling, targeting its 200 Mn+ users with engaging, mobile-first formats.

This deal underscores the rising microdrama trend in India, helping Zupee diversify amid regulatory pressures and compete in the short-video space dominated by quick, shareable content for on-the-go audiences.

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T.N. Seshan: The Fearless Reformer Who Redefined Indian Democracy

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T.N. Seshan’s name stands tall in India’s history as the man who transformed the nation’s electoral system with extraordinary courage and integrity. Born in 1932 in Kerala, Seshan grew up with values of discipline, education, and service to the nation — virtues that shaped his illustrious journey. From his early brilliance at Madras Christian College to his advanced studies in public administration at Harvard University, Seshan’s path reflected rare determination and intellect. Joining the Indian Administrative Service in 1955, he built a reputation as a no‑nonsense officer committed to efficiency and honesty, serving in key roles such as Secretary of Defense and overseeing vital national programs.

As the Chief Election Commissioner of India in 1990, T.N. Seshan sparked a new era of electoral integrity. In a system once marred by corruption, violence, and malpractice, Seshan brought order, fear, and respect through his groundbreaking reforms. He introduced voter ID cards, imposed strict spending limits on campaigns, and insisted on transparency at every level of the election process. Despite criticism from political circles that labeled him dictatorial, his relentless pursuit of fairness empowered every citizen to vote fearlessly. Under his leadership, the Election Commission became a symbol of strength and integrity in Indian democracy.

Seshan’s passing in November 2019 marked the end of an era, but his message continues to resonate across generations. Leaders from every corner of the country mourned the loss of the man who restored faith in free and fair elections. His enduring legacy reminds us that true leadership lies not in wielding power, but in serving people with honesty, courage, and conviction. T.N. Seshan’s life remains a timeless inspiration a reminder that democracy thrives only when its citizens are vigilant, responsible, and fearless.

 

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