Posts

A look beyond MIT's sensational Headline grabbing article - AI cannot do the work of 12% of America's workforce

Image
A recent CBS article grabbed attention with its clickbait title: " AI can already do the work of 12% of America's workforce, MIT researchers find. " While eye-catching, this framing oversimplifies a groundbreaking study from MIT and Oak Ridge National Laboratory. Their Iceberg Index reveals that current AI tools can technically handle tasks worth about 11.7% of U.S. wages—roughly $1.2 trillion—across the $9.4 trillion labor market. ​ What the Iceberg Index Reveals Imagine the U.S. workforce as an iceberg: the visible "tip" is AI's disruption in tech jobs, like software coding, where adoption is already underway. This Surface Index covers just 2.2% of wages ($211 billion) and clusters in coastal states such as Washington (4.2%) and California (3.0%). Below the surface lies the real story—a fivefold larger hidden mass in everyday cognitive work: administrative paperwork, financial analysis, and professional services. These tasks span all 50 states, with surpr...

Sixteen Years and Counting: Indira Gandhi’s Fight to Reclaim Her Daughter

Image
For over 16 years, Malaysian mother M. Indira Gandhi has endured a relentless and painful struggle to reunite with her youngest daughter, Prasana Diksa. In 2009, Prasana was taken from her by her ex-husband after he converted to Islam. What began as a custody dispute has spiralled into one of Malaysia’s most distressing human rights crises.  March for Justice: A Symbolic Plea This intense battle reignited nationwide attention after Indira’s symbolic 1.8 km march to Bukit Aman, home to Malaysia’s federal police headquarters. Clutching her missing daughter’s old teddy bear, Indira sought to hand it to the Inspector-General of Police, Khalid Ismail—who notably did not appear to receive her. More than 200 supporters dressed in black accompanied her, bearing signs that cried out: “Return my child” and “Stop these 16 years of pain.” Indira pushed Prasana’s old stroller, surrounded by her older children Tevi, 27, and Karan, 26, turning the march into a poignant family plea for justice....

An IT veteran reflects on news of Amazon laying off 30,000 corporate employees

Image
An IT Industry Veteran’s Deep Dive into Amazon’s Massive Layoff Announcement and Broader Market Implications As an IT veteran who has witnessed numerous corporate transformations and waves of layoffs over the years, the recent announcement by Amazon to cut 30,000 jobs right before the holiday season caught my attention—and it deserves a deeper look beyond the headline number. The 30,000 Figure: A Starting Point, Not the Full Story While 30,000 is a significant count, it likely does not capture the full scale of workforce reductions. Industry insiders know that many reductions happen quietly through voluntary exits or “soft” layoffs disguised as resignations accompanied by severance packages. This practice, especially prevalent in regions like India, means that thousands more employees may be impacted without appearing in official layoff statistics. In Amazon India’s case, rather than formal layoffs, affected workers are often asked to resign voluntarily with severance — a form of Re...

Inside the Hiring Dynamics of Global Capability Centers: A Veteran’s Perspective

Image
As a GCC veteran who has spent years navigating the evolving landscape of global capability centers in India, I often come across similar questions from professionals eyeing opportunities in this domain. From how these centers hire to the best ways to get noticed early, there are a few patterns I’ve consistently observed across organizations and industries. How Do GCCs Typically Hire? Most global capability centres use a blend of direct applications through platforms like LinkedIn or their own ATS (Applicant Tracking Systems), consulting firms, and an often-overlooked yet powerful channel — referrals. While formal postings account for a noticeable chunk of hires, the truth is that a large proportion of great roles get filled through internal recommendations. A referral from someone already on the inside can fast-track the process, helping your resume stand out in a sea of applicants before the job is even public. The Role of Recruiters and Job Boards There isn’t a secret or exclusi...

Overseas Citizen of India (OCI) cards new rule: Face cancellation if imprisoned for over 2 years

Image
The Ministry of Home Affairs has issued a gazette notification stating that Overseas Citizen of India (OCI) card registrations can now be cancelled if the holder is convicted or charged with serious criminal offences. The notification clarifies that OCI status will be revoked if the cardholder is sentenced to imprisonment for two years or more, or if they are named in a charge sheet for an offence carrying a punishment of seven years or more. This provision has been introduced under clause (da) of Section 7D of the Citizenship Act, 1955. The notification states: “In exercise of the powers conferred by the clause (da) of section 7D of the Citizenship Act, 1955 (57 of 1955), the central government hereby states that an Overseas Citizen of India (OCI) registration shall be liable to get cancelled when a person has been sentenced to imprisonment for term of not less than two years or has been charge-sheeted for an offence entailing punishment of imprisonment for seven years or more.” New c...

Amazon laying off 14,000 people in name of efficiency? Here are the 5 real reasons for corporate cuts - Its not all AI!

Image
 In the past year, the technology sector has experienced a cycle of aggressive hiring followed by massive layoffs. Once seen as a safe haven for job seekers, tech companies are now facing significant workforce reductions.  While layoffs can be attributed to multiple factors, five key reasons stand out as primary drivers behind the ongoing job cuts. 1. Post-Hiring Binge Cutbacks During the pandemic and its aftermath, many tech companies went on a hiring spree, fueled by increased demand for digital services. As remote work, e-commerce, and online entertainment soared, businesses aggressively expanded their teams. However, with economic stabilization and declining demand, many firms are now re-evaluating their workforce needs. The result? A wave of job cuts aimed at correcting the overexpansion of previous years. 2. Geopolitical Uncertainty and Trade Wars Global economic conditions play a crucial role in the tech industry's health. Geopolitical factors such as changing U.S. ...

Professional Networking Tips and Ideas: Navigating Job Changes and New Career Opportunities for R2I

Image
In the fast-evolving tech industry, career transitions are inevitable. Whether you're shifting roles, exploring new industries, or pursuing leadership opportunities, strategic networking is key to unlocking new career possibilities.  In this video clip, Mohan K shares his tips and ideas on networking along with peronal experiences after returning to India after spending 15+ years in America Here’s how tech leaders can effectively navigate job changes through professional networking: Leverage Your Existing Network – Before seeking external connections, tap into your existing professional circle. Former colleagues, mentors, and industry peers can provide valuable insights, referrals, and recommendations.  Build an Authentic Online Presence – Update your LinkedIn profile with recent achievements, leadership contributions, and thought leadership content. Engage in discussions, share insights on emerging trends, and showcase your expertise to attract the right opportunities. ...