A team from Gachon University, Al-Ahliyya Amman University, Chitkara University and others deploys a NASNet Large deep learning model integrated with XAI techniques like LIME and Grad-CAM. By processing augmented MRI datasets, the framework achieves 92.98% accuracy and clearly visualizes tumour features to support informed clinical decisions.

Key points

• Integration of NASNet Large with depthwise separable convolutions for efficient feature extraction from MRI scans.
• Application of XAI methods LIME and Grad-CAM to highlight critical tumour regions, enhancing model transparency.
• Use of Monte Carlo Dropout to quantify prediction uncertainty, achieving 92.98% accuracy and 7.02% miss rate.

Why it matters: This approach integrates interpretability into high-performance deep learning, fostering clinician trust and accelerating accurate neuro-oncology diagnostics.

Dietitian Liao Hsin-Yi integrates Blue Zones research with modern nutritional science, presenting a quick anti-aging oatmeal breakfast. She highlights functional foods—broccoli sprouts to activate Nrf2, pomegranates for mitophagy, spinach for telomere protection, and mushrooms rich in ergothioneine—that collectively reduce inflammation and promote cellular renewal.

Key points

• Broccoli sprouts deliver sulforaphane to activate the Nrf2 antioxidant pathway and reduce inflammation.
• Pomegranate-derived Urolithin A induces mitophagy, enhancing mitochondrial function and endurance.
• Spinach provides natural folate that protects telomeres from age-related shortening.
• Mushroom ergothioneine and nuts’ omega-3 fats combat oxidative stress and support cellular renewal.

Why it matters: By targeting inflammation, telomeres, and mitochondrial function through everyday foods, this strategy offers scalable interventions to promote healthy aging and longevity.

Dr. Ian Pearson, Ray Kurzweil and Aubrey de Grey forecast routes to human immortality: Pearson envisions mind uploading and 3D-printed organs; Kurzweil predicts AI-human brain integration via Neuralink-style interfaces; de Grey proposes integrative rejuvenation therapies targeting cellular damage. Together they outline technologies to halt aging and extend lifespans to 1,000 years.

Key points

• Dr. Ian Pearson predicts mind uploading and 3D-printed organs will enable digital immortality for the wealthy by 2050.
• Ray Kurzweil forecasts AI-human brain integration via Neuralink-style interfaces will spark the Singularity by 2029, leading to cyborg immortality by 2045.
• Aubrey de Grey’s integrative rejuvenation uses senolytics, gene therapies and cellular repair protocols to achieve longevity escape velocity and cure aging as a disease.

Why it matters: These projections herald a paradigm shift in aging research by framing longevity as a curable condition with transformative therapeutic potential.