AI ACCOUNTABILITY MEASURES
Bigger cheques, fewer winners in India’s AI boom
Indian AI startups raised $1.6 billion in funding during the first nine months of 2026. While AI infrastructure attracted significant investments, application startups faced declining funding and challenges in securing customers. Large transactions constituted most of the total funding, highlighting a disparity in investment distribution.
Anthropic IPO: $81 billion revenue run rate looks impressive, but can a $900 billion computing bill justify its trillion-dollar valuation? What ANT stock investors need to know
Anthropic IPO 2026: Anthropic's $81 billion revenue run rate is a big number, but its future spending tells another story. The Claude maker has nearly $900 billion in computing commitments as it prepares for a Nasdaq listing under the ticker ANT. Its proposed IPO could value the company at up to $1.4 trillion. Can its revenue growth justify that price?
Anthropic's IPO: A close look at AI frontrunner's rapid growth, spiraling costs
Anthropic aims to raise up to $64.4 billion in an upcoming IPO, representing a significant market debut. The company plans a valuation of up to $1.02 trillion, showcasing its ambitions in AI. Founded by former OpenAI researchers, Anthropic's revenue has rapidly surged with enterprise adoption of its AI models. While facing substantial operating losses, the company remains committed to its substantial infrastructure investments.
ShareChat hires creative directors as AI cuts microdrama costs by 40%: CTO Nitin Jain
Nitin Jain told the Economic Times Digital that AI has lowered the barrier to entry for creators, while the company's engineers now supervise AI-written code instead of writing it by hand.
Meta expands teen protections, brings AI age checks to more users
Meta uses AI to analyse whether a user is a teenager. This allows the company to identify users who may have lied about their age during registration and place them under Teen Account protections, which will automatically limit who can contact them, the content they see, and the time spent on its apps.
AI is entering the boardroom, warehouse, and checkout. Are businesses ready?
The AI Business Transformation Masterclass & Awards 2026 at IIM Bangalore will focus on integrating AI into businesses on 19 November. The program features sessions on enterprise AI frameworks, real-world use cases, and discussions on Agentic AI in finance, physical AI applications, and contextual commerce, culminating in the ET Most Innovative AI Product Awards.
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The next problem to solve: When money arrives, what can merchants do in the meantime?
At GFF 2026, PRISM founder Ritesh Agarwal and Adyen’s Chief Commercial Officer Roelant Prins discussed why, for merchants such as small hotel owners, how quickly money arrives now matters as much as whether a payment is accepted, and why AI is changing back offices faster than it is changing how people buy.
Linguistic barriers & legacy tech slow India’s VoiceAI shift
India’s broader conversational artificial intelligence market, spanning voice and text-based applications, is estimated at $500-550 million and has an addressable opportunity of about $4 billion over the next decade, growing at 23-25% annually, Deloitte India estimates.
US market remains tied to tech stocks despite sharp AI sell-off
The US stock market is currently experiencing a significant pullback in technology and AI-related stocks. Investors are concerned that Democratic victories in the midterm elections may result in reduced data center spending. Despite recent declines, the technology sector remains dominant within the S&P 500 index. Upcoming technology earnings reports and the potential IPO of AI lab Anthropic are closely watched by investors.
McKinsey warns AI-driven analysis could slow decision-making, weaken future leadership pipeline
As artificial intelligence evolves, it accelerates business analysis, posing new challenges for decision-makers. The rapid generation of insights can overwhelm leaders, creating strategic risks, as highlighted by McKinsey. Their findings stress that while analysis speeds up, human judgment remains vital for decision-making. To thrive, organizations must enhance their capacity for human oversight, ensuring a balance between AI advantages and critical executive judgment in strategic operations.
AI Can Measure How ESG Really Impacts the Bottom Line
Advances in large language models are making rigorous sustainability analysis dramatically faster and cheaper, allowing investors and other stakeholders to connect companies’ disclosed environmental and social risks directly to financialperformance in a matter of hours rather than weeks. Applying a simple methodology to ExxonMobil, the authors used AI to map sustainability-related issues to specific financial statement line items and estimate their impact on earnings and value, demonstrating both the promise and the limitations of AI-assisted analysis. As these capabilities become widely accessible, the competitive advantage long held by ESG ratings agencies, standard setters, and sustainable fund managers may erode, shifting attention from proprietary scores toward transparent assumptions and financial consequences. Human judgment remains essential to validate AI-generated outputs, but the broader trend is clear: sustainability analysis is becoming more democratized, financially grounded, and adaptable, with significant implications for how investors, regulators, and other institutions assess corporate performance and value creation.
Companies need to overhaul cybersecurity as AI accelerates vulnerability attacks: Report
Companies will need to fundamentally overhaul their cybersecurity strategies and increase investments in automated threat detection and vulnerability management as frontier artificial intelligence (AI) makes it easier for cyberattackers to identify and exploit software weaknesses, according to a McKinsey report.
Delhi HC orders removal of AI-generated videos targeting Rekha Gupta, says political satire cannot trample on dignity
Delhi High Court ruled for the removal of defamatory AI-generated videos and images aimed at Chief Minister Rekha Gupta. The court emphasized that political satire should not undermine an individual's dignity or character. Gupta filed a suit against the Aam Aadmi Party (AAP) for spreading content that portrayed her in a degrading manner. The impugned media allegedly depicted her engaged in inappropriate activities related to liquor.
US polls hit tech stocks; Qcomm’s Dhanteras gold rush
US technology stocks took a major beating days after the Democratic Party took control of both chambers of the Congress. This and more in today’s ETtech Top 5.
China, Hong Kong stocks fall as US tech rout sparks AI bubble fears
Chinese and Hong Kong stocks took a hit as American tech shares slumped overnight, fueling worries about the durability of the artificial intelligence surge. This uncertainty cast a shadow over investor confidence across Asia. Nevertheless, the Chinese mainland market saw some recovery driven by bargain hunters supported by government measures, though analysts caution that tech stocks in China are still at risk from global market changes.
AI gains fail to cool rising staff costs at Indian IT services firms
Although artificial intelligence (AI) and automation are changing the traditional labour-intensive model of IT services, they have yet to bring down employee costs for the country’s top six IT services companies—Tata Consultancy Services (TCS), Infosys, HCLTech, Wipro, Tech Mahindra and LTM (formerly LTIMindtree).
SBI-led banking alliance comes together to mount a defence to AI threats
Indian Banks' Association, led by State Bank of India, is developing a strategy for cybersecurity in the AI era. The initiative focuses on improving coordination among banks and facilitating timely information sharing. Increasing digitalization has expanded the potential for cyberattacks, urging immediate measures to mitigate risks.
AI-based cyber threat executing unauthorised fund transfers from banking firms: Cert-In
The Indian Computer Emergency Response Team (Cert-In) has named the incident "Crafty Falcon", which uses publicly available AI tools to execute complete attack chains autonomously at machine speed and generate and refine large numbers of tailored attack scripts in rapid succession.
Central cyber security agency warns banks, NBFCs of AI attacks; I4C reveals how hackers are executing multi-crore frauds
I4C has warned banks, NBFCs and fintech firms about AI-powered cyberattacks that enable hackers to execute fraudulent transactions at machine speed. The agency has flagged multi-crore unauthorised fund transfers, urged financial institutions to strengthen API security and directed them to report cyber incidents to CERT-In and RBI within six hours.
India cybercrime agency warns financial firms on AI attacks
"These attacks are financially motivated and are being carried out with the help of Artificial Intelligence (AI) agents leading to machine speed compromise," the Indian Cybercrime Coordination Centre said in an advisory made public on Wednesday.
From enterprises to SMBs: How Flashfox AI plans to change the hiring game
GetWork’s AI hiring business, now spun off as Flashfox AI, is targeting 500 enterprise clients in the next 24 months as it expands into Southeast Asia and the Middle East.
India’s IT sector needs a new talent architecture
Growing demand for AI-related services is challenging providers, as they struggle to generate significant revenue. Companies must redesign their workforce models to capture opportunities in an AI-driven market. Existing talent architectures focus on old skill sets and hierarchies, which are becoming less relevant. Investing in specialized roles and capabilities will better align with the new market demands.
How businesses are using generative AI to create content at scale
The integration of generative AI into creative workflows is revolutionizing content production and innovation. Many Indian creators are witnessing enhanced business success and operational efficiency through these tools. Nonetheless, human intervention is vital to uphold brand consistency and quality in the final results. At the ET AI Awards 2027, outstanding organizations leveraging generative AI in their creative practices will be celebrated.
Here's how two major AI companies are limiting usage of their AI models
OpenAI has enacted new rules that disallow the stacking of paid ChatGPT subscriptions on a single device or payment card. Users hitting subscription caps will encounter an error message, preventing them from activating more subscriptions. Many users have complained about GrokBot's rapidly declining usage allocations. Elon Musk admitted the rising costs are contributing to Grok user dissatisfaction.
UK cyber chief says the UK will face AI cyberattacks on critical infrastructure by 2028
The UK's National Cyber Security Center warns of potential AI-driven cyberattacks targeting critical infrastructure by 2028. Increased sophistication in cyber activities from states like China and Russia poses significant risks. Past incidents highlight vulnerabilities in key sectors such as manufacturing and energy. Organizations must invest in cybersecurity measures to protect against these emerging threats. Failure to act could jeopardize essential services and compromise national security.
SaaS firm Capillary’s AI platform drives new customer wins, revenue grows 51%
Capillary’s aiRA (AI-powered Research Assistant) is an AI agent for enterprise brands that helps connect customer data across platforms and identifies opportunities to acquire, convert, retain and reactivate customers. It also executes campaigns through existing marketing tools, with human approval. It works with data from platforms such as Salesforce, Snowflake, Databricks, Google Ads and Meta, according to the investor presentation.
AI on the clock as fintechs demand payoff for spends
September-quarter earnings calls of Paytm, Pine Labs, Groww, PB Fintech, Kissht and Mobikwik reveal a shift across payments, stockbroking, lending and insurance. AI is moving beyond chatbots and experiments into decisions affecting the cost of acquiring, serving and retaining customers.
US manufacturing strengthens in October, input prices stay high
US manufacturing activity accelerated in October, with the ISM manufacturing PMI rising to 55.5 from 54.5 in September, beating Reuters-polled economists' expectations. Strong consumer and AI-related business spending supported growth, but factory input prices remained elevated at 75.2, reinforcing concerns that US inflation could stay above the Federal Reserve's 2% target.
India’s small companies need to see AI as more than an artificial promise
India MSME news: India's micro, small and medium enterprises are exploring the adoption of artificial intelligence to enhance productivity. AI is expected to generate significant economic value for these enterprises in manufacturing and services sectors. Various challenges remain regarding the integration of AI into existing workflows and overcoming cost barriers. Collaborative efforts among industry bodies, technology providers, and the government are essential for facilitating this transition.
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