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How Aadhaar Is Using AI and Machine Learning to Prevent Fraudulent Updates

Published

7 months ago

July 21, 2025

Understanding the Fraud Challenge in Aadhaar Updates

UIDAI has identified misuse cases where individuals frequently update or manipulate their Aadhaar birth dates or biometric data—often to gain undue access to benefits, jobs, or schemes. To prevent exploitation, UIDAI is introducing stricter protocols and innovative technology controls

AI/ML Tools Deployed by UIDAI

Fingerprint Spoof‑Detection with FMR‑FIR

UIDAI’s in-house AI/ML system combines Finger Minutiae Record (FMR) and Finger Image Record (FIR) modalities to detect spoof fingerprints. It uses liveness detection to distinguish real prints from silicone casts or fake replicas

Facial Recognition & Deepfake Countermeasures

ML models are trained to flag suspicious facial data—static images, pre-recorded videos, or visually inconsistent inputs. Liveness detection prompts users to blink, smile or turn their heads to block deepfake attempts

AI‑Based Age Prediction & Birth Date Verification

AI tools analyze biometric and pattern anomalies to flag birth date change requests. These models also help in cross-validating against approved government documents and official state‑based databases

Limiting Biometric and Birth Date Changes

UIDAI will enforce stricter rules around birth date updates, requiring only original government-issued birth certificates from approved sources, and linking with state-provided records
Fingerprint updates will be limited for younger users, unless medically necessary; exceptions are being made for elderly applicants whose fingerprints may have degraded

Multilingual Voice Interaction & Fraud Alerts

Through a partnership with Sarvam AI since March 18, 2025, UIDAI has introduced AI-powered voice-based feedback and fraud alert systems in 10 major Indian languages (Hindi, English, Telugu, Tamil, Marathi, Gujarati, Kannada, Odia, Punjabi, Malayalam). The system sends real-time alerts to Aadhaar holders if suspicious activity is detected during authentication or updating

Integration with Government Data Sources

To validate updates, UIDAI now cross-checks applications against multiple government databases such as PAN, CBSE mark‑sheets, MGNREGA records, and state birth registries. Only documents verifiable via approved state government systems (not third‑party certificates) will be accepted to prevent forged submissions

Benefits & Challenges

Benefits:

Improved Aadhaar reliability and citizen trust.
Reduced misuse of identity-linked benefits.
Real-time fraud detection and preventive notices.

Challenges:

Ensuring inclusivity for rural and less digitally literate populations.
Managing false positives in voice‑or fraud detection models.
Data privacy, particularly around biometric and voice data.

Summary

Aadhaar is strengthening its defenses against misuse by adopting AI and ML systems that analyze biometric patterns, detect spoofing, flag anomalous birth date updates, and integrate with government databases. With layered security protocols, real-time alerts, and step-wise limits on biometrics, UIDAI aims to make Aadhaar updates more secure, reliable, and transparent.

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Realme GT 8 Pro & Dream Edition India Launch: Specs, Price & Offers

Published

3 months ago

November 26, 2025

Arya Mehta

Realme GT 8 Pro and GT 8 Pro Dream Edition Launch in India Starting at Rs 67,999

Image Source: Realme
Written By: Saumya Nigam @snigam04
Published: November 26, 2025 11:17 IST

New Delhi:
Realme has officially launched its flagship smartphones, the Realme GT 8 Pro and Realme GT 8 Pro Dream Edition, in India. The first sale began on November 25, 2025, and the devices are available on realme.com, Flipkart, and major retail stores nationwide.

Realme GT 8 Pro Price and Offers

Available Offers on realme.com and Flipkart:

GT 8 Pro (12GB RAM + 256GB storage): Rs 72,999
- With bank offers + EMI + Deco Set Gift: Rs 67,999
GT 8 Pro (16GB RAM + 512GB storage): Rs 78,999
- With bank offers + EMI + Deco Set Gift: Rs 73,999
GT 8 Pro Dream Edition (16GB RAM + 512GB storage): Rs 79,999
- Up to 12-month no-cost EMI: Rs 79,999

Flagship Display and Immersive Experience

The Realme GT 8 Pro features an industry-first 2K 144Hz HyperGlow Display with a peak brightness of 7000 nits, ensuring excellent visibility even under bright sunlight.

Other premium features include:

Symmetric Master Acoustic Speaker
Ultra Haptic Motor
7K Ultimate VC Cooling System

Together, these components deliver a rich multimedia and gaming experience.

First-Ever RICOH GR Camera System

A standout feature of the GT 8 Pro is its industry-first RICOH GR Camera System, developed in collaboration with RICOH GR over four years. Key specifications:

200MP Ultra Clarity Telephoto camera
GR focal lengths: 28mm and 40mm
GR Film Tones
Snap Focus for instant street photography

This brings a professional-grade, street-photography experience to smartphone users.

Massive 7000mAh Battery with Ultra-Fast Charging

The GT 8 Pro is powered by a 7000mAh Titan Battery, supporting:

120W Ultra Charge
50W Wireless Charging

Realme claims over 20 hours of video playback and up to 8.4 hours of continuous gaming, making it ideal for heavy users.

World’s First Switchable Camera Bump

Realme introduces the Switchable Camera Bump, allowing users to customize the camera island design between round, square, or themed styles.

The GT 8 Pro comes in Diary White and Urban Blue, built using sustainable recycled materials.

GT 8 Pro Dream Edition

The GT 8 Pro Dream Edition, developed in partnership with the Aston Martin Aramco F1 Team, brings exclusive design elements:

Aston Martin Racing Green finish
Lime Essence detailing
Central silver Aston Martin emblem
Exclusive F1-inspired UI

This special edition offers a premium, motorsport-inspired aesthetic alongside flagship performance.

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Adobe Adds Gemini 3 Nano Banana Pro AI to Photoshop and Firefly

Published

3 months ago

November 25, 2025

Veer Rana

Adobe integrates Gemini 3-powered Nano Banana Pro AI model into Photoshop and Firefly

Adobe has introduced Google’s new Gemini 3-powered Nano Banana Pro AI model to both Photoshop and the Firefly app, bringing upgraded image generation, improved editing capabilities, and unlimited AI image creation for subscribers until December 1.

Swift rollout following Adobe–Google partnership

The announcement came through an official Adobe press release, highlighting the remarkably fast turnaround — arriving less than two weeks after the companies revealed their expanded strategic partnership. Under this collaboration, Adobe users gain access to Google’s frontier AI models across key creative apps including Photoshop, Illustrator, Premiere Pro, and Firefly.

Adobe also confirmed that Creative Cloud Pro and Firefly subscribers will enjoy unlimited AI image generation until December 1. This applies not only to Firefly’s native models but also to select third-party AI engines.

Nano Banana Pro debuts in Firefly

Within the Firefly app, users can now choose the Nano Banana Pro model through the text-to-image tool. Firefly Boards — Adobe’s collaborative mood-boarding platform — also supports the model, enabling creators to:

Upload up to six reference images
Combine and refine visuals using prompts
Develop concepts collaboratively with AI-assisted workflows

These additions significantly enhance creative control and customization within Firefly.

Enhanced Generative Fill in Photoshop

Photoshop users will also benefit from the integration, as the Gemini 3-powered model strengthens the widely used Generative Fill feature. With the update, creators can:

Generate high-resolution images up to 4K
Perform advanced text-based edits
Modify lighting, style, or composition
Produce multiple variations of existing visuals

Nano Banana Pro now becomes the third partner AI model available in Photoshop, joining the original Nano Banana and Black Forest Labs’ FLUX.1 Kontext [pro].

A major boost to Adobe’s AI ecosystem

This integration marks another step in Adobe’s push to expand its AI-driven creative ecosystem. By incorporating Google’s latest model, Adobe equips creators with greater flexibility, faster workflows, and more powerful generative tools. As AI-assisted design accelerates, the Adobe–Google partnership strengthens Photoshop and Firefly’s competitive edge across both desktop and mobile platforms.

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Dhwajarohan at Ram Mandir: Yogi Adityanath Calls It a New Era

Published

3 months ago

November 25, 2025

Veer Rana

Dhwajarohan at Ram Mandir Marks Beginning of a New Era: Yogi Adityanath Speaks

New Delhi:
Uttar Pradesh Chief Minister Yogi Adityanath addressed the gathering at the Dhwajarohan ceremony at the Ram Mandir on Tuesday, November 25. The occasion saw Prime Minister Narendra Modi and RSS chief Mohan Bhagwat hoist the saffron flag atop the temple’s shikhar on Vivah Panchami, marking a significant milestone in India’s socio-cultural and spiritual journey.

Speaking at the ceremony, Yogi Adityanath described the event as “the beginning of a new era.” He said,
“Flag hoisting at the grand temple of Bhagwan Ram in Shri Ayodhya Dham is not the ‘Poornaahuti’ of a Yagya but the start of a new chapter. I thank PM Modi on this occasion on behalf of Ram devotees.”

The UP CM dedicated the day to the revered saints, warriors, and devotees of Lord Ram who had devoted their lives to the temple movement. He added,
“Faith did not bow down and did not stop. When the RSS gained power, one fearless voice rose: ‘Ram Lalla Hum Aayenge, Mandir Wahi Banaenge,’ ‘Lathi Goli Khaenge, Mandir Wahi Banaenge.'”

Yogi Adityanath also congratulated the Karma yogis who sacrificed their lives for the temple.
“This grand temple is a symbol of the faith and self-respect of 140 crore Indians. This flag is proof that the light of Dharma is eternal and the principles of Ram Rajya are timeless. When PM Modi became Prime Minister in 2014, the faith of crores of Indians found expression in this grand temple. This saffron flag represents Dharma, integrity, truth, justice, and Rashtra Dharma.”

The flag-hoisting ceremony symbolizes both the completion of the temple’s construction and the ushering in of a new chapter of cultural celebration and national unity. The saffron flag, a right-angled triangular banner measuring 10 feet in height and 20 feet in length, features a radiant sun representing Lord Ram’s brilliance and valor, the sacred Kovidara tree, and the Om symbol. Crafted from parachute fabric with silk threads, the flag embodies dignity, unity, cultural continuity, and the ideals of Ram Rajya.

Mounted on a 42-foot-high pole atop the 161-foot Shikhar, the flag is inspired by descriptions in the Valmiki Ramayana. Its triangular design represents the divinity, strength, and eternal spirit of Lord Ram.