AI PERFORMANCE METRICS
SIFs gain investor traction with over Rs 38,000 crore in assets. Should investors add them to their portfolios this Diwali?
India’s Specialised Investment Funds (SIFs) crossed Rs 38,000 crore in assets in September 2026, offering flexible long-short and derivatives-based strategies. While experts see growth potential, they caution about limited track records, higher risks and the Rs 10 lakh minimum investment. Investors should assess suitability before allocating funds.
Are Amazon and Google polishing Anthropic IPO numbers? Michael Burry raises big question amid global AI crash
Anthropic’s reported revenue surged to nearly $17 billion in the third quarter as it prepares for a potential blockbuster IPO. However, Michael Burry has questioned the sharp decline in sales and marketing expenses, raising concerns about whether major partners such as Amazon, Alphabet and Microsoft are helping polish its financials ahead of the listing.
U.S. and Japanese Companies Struggle with Different Parts of AI Adoption—and Offer Different Lessons for Making It Work
Companies in both the U.S. and Japan are struggling to deploy AI, but often in very different ways. In the U.S., deployment is wide but shallow, meaning companies struggle to create real value with AI. In Japan, deployment has moved slowly, but where it has happened, it’s often deep and fruitful. Understanding what’s happening in both contexts offers important lessons for companies trying to develop an AI strategy and demonstrate ROI on their AI investments.
AMD's OpenAI, Meta chip deals trigger $1 billion quarterly charge
AMD in February agreed to sell up to $60 billion worth of AI chips to Meta over five years, giving the Facebook owner warrants that could let it buy as much as 10% of the chip firm if it meets certain milestones. The deal followed a similar agreement with OpenAI last year, giving the startup the option to buy up to roughly 10% of the chipmaker.
AMD's OpenAI, Meta chip deals trigger $1 billion quarterly charge
AMD in February agreed to sell up to $60 billion worth of AI chips to Meta over five years, giving the Facebook owner warrants that could let it buy as much as 10% of the chip firm if it meets certain milestones. The deal followed a similar agreement with OpenAI last year, giving the startup the option to buy up to roughly 10% of the chipmaker.
The changing C-suite: How finance and HR leaders are driving business transformation
CFOs and CHROs are moving beyond traditional responsibilities to become strategic business partners. The discussion explores how finance and HR leaders are navigating uncertainty, driving technology adoption, building organisational resilience and aligning financial and people strategies with sustainable growth.
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Frontline Workers Know How to Solve Your Organization’s Biggest Problems
Frontline employees often know exactly what’s preventing organizations from performing at their best, yet traditional engagement surveys rarely uncover those insights or translate them into action. Companies can close that gap by adopting a disciplined six-step process that combines structured interviews, targeted surveys, collaborative problem solving, and rapid experimentation. When leaders and frontline employees cocreate solutions—and measure their impact—they improve trust, strengthen engagement, and design work that delivers better outcomes for employees, customers, and the business
Jio Platforms profit zooms 14% on healthy user mix, digital play
Jio Platforms has unveiled an impressive 14% net profit growth to ₹8,387 crore for the September quarter, achieving a milestone subscriber count of 542 million, which includes 300 million utilizing 5G services. Revenue from operations climbed to ₹40,475 crore, fueled by a surge in digital services and a boost in average revenue per user, now at ₹218.8.
Redefining corporate leadership and enterprise growth with CFOs and CHROs
The role of CFOs and CHROs is shifting from basic management to high-level strategy. Today’s business leaders need to stay flexible and bridge the gap between their workforce’s potential and smart financial decision-making to drive real, lasting growth.
How should companies measure performance when AI does part of the work?
As AI becomes part of everyday work, companies are reconsidering how they assess employee performance. Measuring output alone may overlook the quality of decisions, the ability to verify AI-generated work, and the value employees add beyond what the technology can produce.
Research: How AI Agents Broaden the Scope of Knowledge Work
AI agents don’t just speed up knowledge work; they change its nature. In a field study of Perplexity’s conversational assistant and autonomous agent, researchers found that not only did the agent perform more autonomous work, cut task time, lowered cost, and left users more satisfied, but it also expanded the scope of work people attempted—crossing occupational boundaries, tackling more complex, multi-step projects, and generating tasks that rarely appeared with a standard assistant. As workers shift from operators to supervisors, leaders must redesign roles, workflows, and oversight to harness agents’ potential while governing their expanded autonomy.
Cognite reports $1 billion in verified AI value, confirming impact of industrial AI solutions
Driving approximately 36% of value verified to date, customers are leveraging AI and automated workflows to prevent costly asset shutdowns across complex industrial operations, help them get back running when the unexpected happens, and lower the costs of running their operations.
Jio IPO: Can India’s biggest-ever issue buck the trend of muted listing gains among mega IPOs?
Jio Platforms is gearing up for a groundbreaking debut on October 28, following a remarkable Rs 30,188 crore IPO. Historical insights indicate a varied trajectory for past mega IPOs in India. The overwhelming demand is evident from Jio's impressive 22.19 times oversubscription. Analysts are weighing Jio's market dynamics and valuation as they predict potential listing advantages, with investor strategies hinging on both immediate valuations and sustained business growth.
Sona BLW Precision Forgings shares rally 6% after Q2 profit rises 29%, revenue jumps 35%
Sona Comstar shares surged nearly 6% after the company reported record Q2FY27 revenue and profit, driven by robust growth in its electric-vehicle business, new orders and product launches.
PMS Talk: AI, defence and electronics manufacturing are the next growth engines, says Vaibhav Agarwal
In this edition of ETMarkets PMS Talk, we speak with Vaibhav Agarwal, Founder & CIO, Accelt Asset Management LLP, about how his team’s bottom-up stock-picking approach identifies businesses capable of delivering sustained earnings growth. He explains why smallcaps offer opportunities among companies growing earnings at 25–30%, how the GMCV framework — Growth, Management, Capital Efficiency and Valuation — helps separate potential compounders from value traps, and why paying the right price matters even when a business has a compelling growth story.
Anthropic IPO: What should investors consider when valuing the AI company? Aswath Damodaran explains
Anthropic is on track for an IPO expected in mid-November, reporting impressive revenues of $16.3 billion. However, the company faces a staggering net loss of over $80 billion for the year. Valuation expert Aswath Damodaran warns that IPO investor metrics can be erratic and heavily influenced by market sentiment. As Anthropic navigates an evolving business model, investors are advised to look beyond venture capital evaluations for a clearer understanding.
From CDMO to aerospace: How Vikas Khemani finds India’s next big themes
Now, as Carnelian has ventured into mutual fund business by launching a small-cap fund with a ₹5,000 crore cap, Khemani is focusing on manufacturing, financials and IT while warning investors against confusing market capitalisation with valuation. In an interview, he explains how the fund plans to manage size, assess expensive growth opportunities and position for the next market re-rating.
When AI makes 'money irrelevant' what happens? Elon Musk answers how humans will stay 'happy' in a future with automation and space travel
Elon Musk believes advances in artificial intelligence, robotics and space travel could eventually make conventional money less important by transforming the global economy. Speaking to Walter Isaacson on The Builders podcast, the Tesla and SpaceX CEO said people would find ways to be happy even if they no longer needed to work, comparing the possibility to retirement. Musk also predicted that digital superintelligence could significantly increase global economic output.
Indian AI engineer builds 'world model', claims it's cheaper & faster than others
Sam Pasupalak, the visionary cofounder and CEO of Skyfall AI, has introduced an innovative AI model named SKY-001. This groundbreaking model is tailored for intricate engineering challenges, capable of analyzing real-world physical characteristics. Promising to outperform existing models like GPT-6 Astra, SKY-001 is notably faster and more cost-effective. It offers the ability to transform inputs into 3D assets, facilitating sequential design planning.
When Developing an AI Strategy, Beware the Urgency Trap
There’s a consistent pattern in failed or underperforming AI initiatives. Business leaders tend to frame AI through the lens of what they see as the most urgent problems—bottlenecks in productivity, rising costs, slow decision-making, or inefficiencies in workflows. This focus on urgent and immediate challenges may be why AI initiatives start fast and generate excitement, but ultimately fail to transform organizations in meaningful or lasting ways. To avoid this “urgency trap,” leaders can take three actions to avoid employing AI as a quick fix and instead use it as a tool for long-term value creation: 1) prioritize clarity of purpose, 2) resist the urgency bias, and 3) focus on advancing the company’s vision.
Ralph Lauren ties executive payouts to AI in sign of retail's shifting priorities
Ralph Lauren has replaced its sustainability metric with AI metrics in its executive incentive plan for the year 2026. This change follows a broader trend where companies focus on AI to measure performance targets. Approximately 12% of S&P 500 companies disclosed AI-related goals in their incentive plans this year. The consumer sector, however, is still lagging in incorporating AI into bonus plans compared to other sectors.
AI investment is surging, but businesses are struggling to prove the value, HTEC Global study finds
HTEC, a global product engineering and AI transformation company, today launches The HTEC AI Value Realization Report 2026, revealing a new challenge emerging as organizations move beyond AI experimentation: investment is accelerating faster than many companies' ability to measure, govern and consistently realize its value.
From Rs 1,000 in 1977 to Rs 52 lakh today: The Reliance wealth story behind Jio’s Rs 10.3 lakh crore valuation in mega IPO
A Rs 1,000 investment in Reliance Industries’ 1977 IPO could be worth nearly Rs 52 lakh today, including shares received through the Jio Financial Services demerger. As Jio Platforms prepares for its Rs 30,200 crore IPO at a Rs 10.3 lakh crore valuation, investors will assess its growth prospects and pricing.
Stocks in news: Adani Enterprises, Hyundai Motor India, BHEL, BEL, Groww, Tata Elxsi and RailTel
Indian stocks rallied impressively, as benchmark indices surged by over 1.5%, fueled by a wave of positive investor sentiment. Key players like Adani Enterprises and Hyundai Motor India are capturing attention due to significant recent updates. While Tata Elxsi experienced a minor dip in net profit, revenue and EBIT improvements were encouraging. Furthermore, Bharat Electronics has secured fresh orders totaling Rs 533 crore, enhancing its order backlog.
Bridging continents: The University of Western Australia brings world-class postgraduate programmes to India
In an exciting development, the University of Western Australia is opening new campuses in Mumbai and Chennai, focusing on postgraduate education. This program is designed specifically to equip professionals with crucial skills required for a future shaped by artificial intelligence. The Master of Information Technology allows tech graduates to thrive in changing digital environments, whereas the Master of Business Administration nurtures strategic business leaders.
How AI is transforming India’s BPM industry
India's business process management landscape is remarkably transforming as it embraces artificial intelligence and smarter operations. This change signifies a shift away from age-old cost-centric models, aiming instead for tangible business results via cutting-edge technology. Leaders within the industry highlight the importance of novel workflow strategies, necessitating advanced skills and compliance mechanisms. With AI's growing presence, workforce roles are set to adapt, emphasizing critical decision-making and oversight.
In 2017, Google researchers published “Attention Is All You Need”; they were solving translation, but accidentally laid the foundation for today’s AI age
Google Translate once struggled with long sentences because its software processed language one word at a time. This sequential reading approach created severe computational bottlenecks, slowing down translation and causing models to lose context by the time they reached the end of a paragraph. Computer scientists solved this limitation by abandoning step-by-step reading entirely. Their Transformer architecture analyzed full blocks of text simultaneously using self-attention.
Google-parent Alphabet unveils Gemini 4 flagship AI model: Check features, release date, Gemini 3.5 Pro scrapped
Google said that the new "Argon" model is larger in size than Google's previous line of top-tier "Pro" models. The model posted better marks than Astra and Opus in terms of self-reported performance on several industry benchmarks, per a company press release.
96% Indian firms hit by cyber incidents in past year; internal silos major hurdle: Cisco report
The study highlighted that internal organisational friction - including bureaucratic approval delays, fragmented data, and disconnected teams - represents a greater impediment to strengthening cyber defences than technological limitations.
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