Cyber criminals are reportedly targeting smaller NBFCs, or non-banking financial companies, using specialised AI toolkits. The warning comes in today's ETtech Top 5 briefing for India, which also highlights Pine Labs' sharp jump in Q2 profit. Lenders and their customers should be alert to scams and data theft.
Quick glossaryNBFCs, Pine Labs, AI toolkits
NBFCs
Non-banking financial companies are lenders that offer loans and credit without being regular banks.
Pine Labs
Pine Labs is an Indian company that provides payment machines and payment services for shops and businesses.
AI toolkits
Ready-made sets of AI software tools that help people carry out tasks like writing messages or finding targets quickly.
Microsoft is offering voluntary buyouts to some of its employees. The Verge reports this follows CEO Satya Nadella's remarks about AI changing how many people the company employs. The writer calls this week's buyout offer the clearest sign yet that Microsoft's workforce will shrink as AI grows.
Quick glossaryMicrosoft, voluntary buyouts
Microsoft
A large US technology company best known for its Windows operating system, Office apps and Azure cloud services.
voluntary buyouts
Money offered to employees who choose to leave their jobs, rather than being forced out by the company.
A new report says many teenagers turn to AI tools when they feel distressed. It flags mental health risks linked to this habit. The findings were reported by WZTV, a local TV station. The headline gives few details, so readers may want the full report for specifics.
Quick glossaryWZTV
WZTV
A local television station that published this report about teens and AI.
A new law in New York will ban artificial intelligence features for children. The move puts the state among the places trying to set limits on how kids can use AI. The report did not give details on how the ban will be enforced.
Quick glossaryAI features
AI features
Built-in tools powered by artificial intelligence that a app or device uses to answer questions, create content or act on its own.
A GitHub issue reports that installing the claude-mem tool uploads a user's last 30 days of prompts to cmem.ai without asking first. Prompts can hold private work, code and personal details. Users who installed it may want to check what data was shared.
Quick glossaryclaude-mem, opt-in, prompt
claude-mem
A tool named in the story that users install and that reportedly sends their prompts to an outside website.
opt-in
Permission a user must actively give before a service is allowed to collect or share their data.
prompt
The question or instruction a person types into an AI chatbot or tool to get a response.
GoDaddy, a company that helps people set up websites, says an attack driven by AI exposed some information about its website customers. The report, dated 28 October, did not say how many people were affected. It is another sign that attackers are now using AI tools too.
Quick glossaryGoDaddy, cyberattack
GoDaddy
GoDaddy is a US company best known for selling website domain names and web hosting for small businesses and individuals.
cyberattack
An attempt by hackers to break into computer systems, steal data or cause damage to them.
Chinese AI labs are now mainly using OpenAI's most powerful model, GPT-6 Astra, instead of Anthropic's Claude. The shift follows Anthropic tightening its defences. The report points to a growing competition and security concern among the world's top AI models.
Quick glossaryOpenAI, Anthropic, AI labs
OpenAI
OpenAI is a San Francisco-based AI company best known for creating the ChatGPT chatbot.
Anthropic
Anthropic is an AI company based in the United States, best known for its Claude chatbot and models.
AI labs
AI labs are research groups or companies that build and test advanced artificial intelligence systems.
A new study reports that when voice assistants are designed to sound human, people tend to overlook security risks. The friendly, lifelike voices can make users trust these tools more than they should. If you use voice assistants for banking or personal tasks, it is worth staying cautious and checking settings.
Quick glossaryKU News, Voice assistant
KU News
The news outlet that published this story, whose wider background is not described in the input.
Voice assistant
A program you talk to, like a smart speaker helper, that answers questions and carries out simple tasks for you.
Granola, an AI app that takes notes during meetings, is adding a dictation feature so people can speak instead of type. The move comes after rival Wispr added meeting notes to its dictation app. Both companies now compete on voice AI tools that handle both tasks.
Quick glossaryGranola, dictation, voice AI
Granola
Granola is an AI app best known for taking notes during meetings, as described in the story.
dictation
Turning spoken words into typed text, so you can speak instead of typing on a keyboard.
voice AI
Artificial intelligence software that understands and responds to spoken words, like voice assistants on phones and computers.
Michigan is using artificial intelligence to try to address violence inside its prisons. The headline gives no further details about which tools are used or what results have been seen so far.
Quick glossaryMichigan
Michigan
A US state in the Midwest region, best known for its Great Lakes shoreline and its car industry.
The UK Home Office, the government department that handles immigration, is facing scrutiny over its use of artificial intelligence in asylum cases. Asylum decisions affect whether people fleeing danger can stay in the country. The report raises questions about how fairly AI is being used in these decisions.
Quick glossaryHome Office, Asylum
Home Office
The Home Office is the UK government department responsible for immigration, border control, and national security.
Asylum
Asylum is legal protection that a country gives to people who have fled danger in their home country.
Prime Intellect has put out Prime Mega MoE, a tool that lets a fast computing routine from DeepSeek be used for training AI models. Its makers say the forward step runs about 3.11 times faster. They also report that it speeds up training steps for Qwen3 models by up to 34 percent.
French AI company Mistral has released the weights of its new trillion-parameter AI model, aimed at cybersecurity. Mistral says that because the weights are open, organisations can keep more control over their cyber defences than they can with closed models. The release puts a very large model in the hands of anyone who wants to run it.
French AI lab Mistral has released its Large 4 model, nicknamed Le Chonk, and made its weights open for anyone to download. The model has 1 trillion parameters and works with images too. Mistral says it matches or beats top models from DeepSeek and Z.ai in coding and cybersecurity.
A self-described secular humanist has been given a religious exemption from his workplace requirement to use AI. He argues that handing his thinking over to AI tools goes against his beliefs. The American Humanist Association says it is the first case of its kind.
Quick glossaryAmerican Humanist Association, Religious exemption
American Humanist Association
A US group that supports humanist values, which put human reason and ethics first rather than religion.
Religious exemption
A legal right to be excused from a rule because it clashes with someone's religious beliefs or conscience.
Last week, two serious bugs were found in PHP, the programming language behind roughly 70% of websites. Many organisations rushed to patch their systems, and some had to take sites offline until the flaws were fixed. Wiz's CTO warns of a coming vulnpocalypse as old code ages.
Quick glossaryWiz, PHP, vulnpocalypse
Wiz
Wiz is a cloud security company, founded in Israel, best known for helping firms find risks in their cloud systems.
PHP
A popular programming language that many websites are built on, so bugs in it affect a lot of sites.
vulnpocalypse
A feared wave of security holes in old software code, as bugs get found faster than they can be fixed.
A former GitHub CEO has launched a rival Git forge built for AI coding agents, the software programs that write and change code on their own. It challenges GitHub, the platform where many developers store and share their code. The source gives few other details yet.
Quick glossaryGitHub, Git forge, AI coding agents
GitHub
A code hosting platform owned by Microsoft, best known for storing and sharing software projects with developers.
Git forge
A website where software teams store code projects and track every change made to them.
AI coding agents
Software programs that can write, edit and test code on their own, with little human help.
Researchers report that the physical hardware running AI systems can be hacked, so chatbots may give dangerous answers. Rather than attacking the software alone, the work shows that the machines underneath can be interfered with. The findings were covered by CNN and point to a safety gap beyond the models themselves.
Quick glossaryAI hardware, chatbots
AI hardware
The physical chips and computers that run AI programs, as opposed to the software itself.
chatbots
A computer program you can type or talk to that replies in everyday language, like a virtual assistant.
Amazon has updated Alexa, its AI voice assistant, so users can create and register shopping lists. Users can see and edit list items, manage subscriptions with the AI bot, and update delivery instructions. The change lets people handle these everyday tasks by talking to the assistant.
Quick glossarysubscription
subscription
a regular paid plan that renews automatically, such as for a service or a product delivered over time.
The New York Times is testing an AI feature in its Cooking app that suggests ingredient swaps when users want to change a recipe. The test has sparked some drama among users. NYT Cooking senior editor Genevieve Ko announced the feature last Friday, bringing AI into a everyday cooking tool.
Quick glossaryThe New York Times, substitutions
The New York Times
A major American newspaper known for its news reporting, which also runs the NYT Cooking app.
substitutions
Replacing one ingredient in a recipe with a different one that works in its place.
Texas is experiencing a fast expansion of data centers, the huge facilities that run AI and online services. Bloomberg Law News reports that this boom is colliding with local backlash. The clash is set to play a role ahead of the US midterm elections, making the issue a political one to watch.
Quick glossaryBloomberg Law News, Data center, Midterms
Bloomberg Law News
A news service that covers legal, policy and business news for professionals and followers of those fields.
Data center
A large building filled with computer servers that run websites, cloud services and AI systems.
Midterms
US elections held halfway through a president's four-year term, deciding seats in Congress.
Anthropic has published research on how AI agents influence the decisions experts make when facing judgment calls. AI agents are software tools that can carry out tasks on their own with limited human input. The study looks at how much these systems could shape expert thinking in real work.
Quick glossaryAnthropic, AI agents
Anthropic
Anthropic is an AI company based in the United States, best known for its Claude chatbot and models.
AI agents
AI agents are software tools that can carry out tasks on their own with limited help from people.
OpenAI has updated its Model Spec, a rulebook for how its AI should behave. It sets out five core values meant to help more capable AI show good judgment, respect people's control over their choices, and stick closely to what users actually intend.
Quick glossaryOpenAI, Model Spec, human agency
OpenAI
A US AI company best known for creating ChatGPT, the popular chatbot used by millions of people.
Model Spec
A written document that describes how an AI system should think, act and respond when people use it.
human agency
The ability of people to make their own choices and control what happens in their own lives.
Epsilon's Agentic Platform team has built a managed testing service that lets product teams write app interface tests in plain English. The tests run on browsers hosted by AWS, using Amazon Nova Act and Amazon Bedrock AgentCore Browser Tool. The service is meant to keep tests dependable across many teams, so checks are less likely to break when screens change.
Quick glossaryAmazon Web Services (AWS), Amazon Nova Act, UI testing, Amazon Bedrock AgentCore Browser Tool
Amazon Web Services (AWS)
Amazon's cloud computing division, best known for renting out servers, storage, and software over the internet to businesses.
Amazon Nova Act
An Amazon tool that uses AI to carry out tasks in a web browser, such as clicking buttons and filling in forms.
UI testing
Checking that the screens and buttons of an app or website work the way they are supposed to before users see them.
Amazon Bedrock AgentCore Browser Tool
An AWS service that lets AI programs control web browsers in the cloud so they can carry out tasks for users.
A new analysis suggests that AI systems can recommend treatments that cost more than the ones physicians choose. The finding raises questions about whether AI tools in medicine could push up what patients pay. The story links to a report in the BMJ, a medical journal, which has the full details.
Quick glossaryBMJ, physicians
BMJ
A long-running medical journal from the UK that publishes research and reviews about health and medicine.
physicians
Trained medical doctors who diagnose illnesses and decide how patients should be treated.
Psychics are pushing back against AI-generated readings, which offer automated predictions about people's lives. The Guardian looks at how traditional fortune-tellers are responding to this new competition. The story raises questions about trust, honesty and what people really want from a reading.
A Meta AI support system is reportedly stopping creators from withdrawing money from their accounts, according to a shared Instagram reel. Creators who earn money on the platform may be unable to take out their funds. Readers who depend on creator income should watch for updates from Meta on how the problem will be fixed.
Quick glossaryMeta, creator accounts, withdrawals
Meta
The US company that owns Facebook, Instagram and WhatsApp, best known for its social media apps.
creator accounts
Accounts used by people who earn money by posting videos, photos or articles on social media platforms.
withdrawals
Taking money out of an online account and moving it to a bank account or other place you control.
MLCommons has introduced Candela, a service that helps developers and companies check AI systems for risks. It is offered as benchmarking-as-a-service, so the testing is provided online rather than built in-house. The tool is aimed at both the people who build AI and the people who deploy it in their products.
The Verge's opinion piece says the company's filing appears to justify spending as much as it can on computing power. It jokingly questions whether Anthropic is aiming to build a super-powerful AI while reassuring Wall Street. The headline suggests a high-stakes bet.
Quick glossaryAnthropic, S-1, compute
Anthropic
Anthropic, a US AI company known for its Claude chatbot and AI models.
S-1
a formal filing a company sends to US regulators before selling shares to the public.
compute
the large amount of computer processing power needed to train and run modern AI systems.
Canada's government plans to invest up to $1.6 billion in Cohere, a Toronto-based AI company, according to a CBC report. Public money going into one AI firm shows how countries are now backing their own AI companies instead of relying only on American or Chinese tech.
Quick glossaryCohere
Cohere
A Toronto-based AI company best known for building large language models that businesses use to write, search and summarise text.
The Drupal project reports results from its AI security initiative, which has produced 256 security advisories over five months. Advisories are notices that warn users about flaws in software so they can fix them. The post is a short update from the project's own blog.
Quick glossaryDrupal, Security advisory
Drupal
Free open-source software used to build and run many websites around the world.
Security advisory
A public notice that warns users about a security flaw and usually explains how to fix it.
OpenAI has described how it uses several layers of monitoring to catch cases where its most advanced AI models act against their intended goals. The same checks also flag agents that behave without authorisation. The aim is to let human responders step in before a problem grows into a bigger incident.
Two critical bugs in PHP, the open source language behind roughly 70% of websites, left many organisations scrambling last week. Some took sites offline while they worked on the bugs. The PHP scare has faded from feeds, but the cleanup of aging internet code is far from over.
Quick glossaryVulnpocalypse, PHP, vulnerability
Vulnpocalypse
A flood of security weaknesses in software that cannot be fixed as fast as they are found.
PHP
An open source programming language that powers a large share of websites around the world.
vulnerability
A weakness in software that attackers could use to break in, cause damage or take control of systems.
Cadence has launched Maestro, a set of AI agents trained on chip design knowledge. The tools are built to help engineers with the complex work of designing computer chips. The launch shows how AI is moving into specialised engineering work.
Quick glossaryCadence, AI agents, Chip design
Cadence
Cadence Design Systems is a US software firm best known for tools that help engineers design computer chips.
AI agents
Computer programs that can carry out multi-step tasks on their own, with little human help.
Chip design
Planning the layout and logic of microchips before they are made in a factory.
Delhi-based B2B ecommerce startup Bijnis has changed its name to Zorit. It raised ₹27 crore in a funding round led by Sparrow, and the company focuses on quick commerce for businesses.
Democrats want evidence showing whether the White House is using AI to help decide government policy. The question raises concerns about how much machines shape decisions made in Washington.
Quick glossaryWhite House, Receipts
White House
The official residence and office of the US President, where the executive branch of government is based.
Receipts
Informal word for proof or documents that show what actually happened.
Investment bank Avendus Capital says India's new-age manufacturers can benefit from a $3 trillion global AI investment cycle. It names defence and aerospace, space technology, robotics, semiconductors, energy transition and advanced materials as sectors that will drive India's next phase of industrial growth.
Quick glossaryAvendus Capital, Energy transition
Avendus Capital
An Indian investment banking firm that advises companies on deals and helps them raise money from investors.
Energy transition
The shift from fossil fuels like coal and oil to cleaner power sources such as solar and wind energy.
Disney has filed patent applications for AI characters that could form emotional bonds with theme park guests by drawing on their memories. A patent is a legal document that protects a new invention. The filing shows the company is exploring how AI could make its characters feel more personal. A patent filing does not guarantee that the technology will ever be built or launched.
Quick glossaryDisney, Patent, Patent applications
Disney
An American entertainment company best known for its theme parks, films, and cartoon characters such as Mickey Mouse.
Patent
A legal document that gives an inventor the sole right to make and sell a new idea for a set number of years.
Patent applications
Formal requests sent to a government office asking it to officially protect a new invention as someone's own idea.
Research firm Gartner reports that companies are not saving money with AI so far. The finding challenges the idea that AI automatically cuts costs for businesses. Leaders weighing new AI spending may want to check whether projects are actually paying off before expanding them further.
Quick glossaryGartner
Gartner
Gartner is a US research and advisory firm best known for its technology forecasts and reports on how businesses use new tools.
A new startup called &Truth is entering the race to automate formal verification, a slow and difficult method that uses mathematics to check that software does what it is meant to do. The story frames this as a possible fix for vibe coding, the trend of building software quickly with AI.
Anthropic says an unreleased version of its Claude AI model found attack chains in Chrome and Safari, the web browsers used by millions. The finding suggests AI can now spot serious security weaknesses in everyday software, so browser makers and users may need to pay close attention.
Quick glossaryAnthropic, attack chains
Anthropic
Anthropic is an AI company based in San Francisco, best known for its Claude chatbot and AI models.
attack chains
A linked series of security flaws that, used one after another, lets a hacker take control of a device or steal data.
US intelligence agencies believe a person in the inner circle of Nvidia CEO Jensen Huang is working as an informant for China. The report, cited by The New York Times, says Chinese spies targeted the chip giant's leader. The Decoder carried the story, which links back to the original New York Times account.
Deepgram has acquired Daily, the maker of Pipecat. Deepgram says it will keep Pipecat open source, meaning its code stays free for anyone to view and use. The deal aims to bolster its voice AI infrastructure, the underlying systems that power voice apps.
Quick glossaryDeepgram, Pipecat, open source
Deepgram
Deepgram, a US voice AI company known for speech recognition software for businesses.
Pipecat
an open-source tool that helps developers build voice-based AI assistants that talk and listen in real time.
open source
software whose code is publicly shared so that anyone can read, use, and change it freely.
Serval's valuation has tripled to $3 billion, according to Reuters. The rise is linked to more businesses adopting AI tools that automate their work processes.
Global Fishing Watch and Ai2 have announced another partnership to use AI to track vessels around the world. The headline says it is a fresh deal between the two groups, building on earlier work together. The tie-up focuses on tracking boats globally.
Australia is banning AI chatbots from building emotional intimacy with children, according to a news report. The headline suggests chatbot makers may still look for ways to keep their products running with young users. The move adds to growing worry about how kids form close bonds with AI companions.
Reports link a deadly Spanish train crash that killed 68 people to a technical glitch and three operator errors. Audio is said to reveal exchanges between the control centre and the drivers before the crash. Coverage describes it as Spain's second high-speed rail tragedy this year.
Context
Context: Spain's high-speed rail network is one of the largest in Europe, so safety checks and train control systems matter to millions of riders. A second major crash this year raises questions for passengers about how these systems are run.
Andhra Pradesh has put the estimated loss from Cyclone Arnab at ₹4,600 crore. A central team is due to reach the state on October 30 to assess the damage. Officials say normal services are back in 71 of 85 affected locations, and the state has asked Telangana to send 1,000 personnel for power restoration in the Godavari region.
Context
Context: Cyclones are storms with strong winds and heavy rain that can flood coastal areas. After a disaster, states usually ask the central government for money to repair roads, homes and farms, and a central team checks the damage first.
The Indian Coast Guard rescued 20 crew members from the bulk carrier Sigma Pearl. The Singapore-bound ship had been stranded off the Kakinada coast since the night of October 27. Reports say an engine failure caused the ship to stop.
Context
Context: Bulk carriers are large cargo ships that move goods like coal and grain across the sea. When a ship loses power far from port, the crew can face serious danger, which is why coast guards step in quickly.
Heavy rain after Cyclone Arnab has hit Odisha's Ganjam and Gajapati districts hard. More than 200 villages across 22 blocks are badly affected, with roads washed away, villages cut off and three rivers in spate. Residents in marooned villages face danger as rivers stay high, so official updates matter for families there.
Context
Context: Odisha's coast is hit by cyclones most years, and Bay of Bengal storms often bring heavy rain to inland districts too. Ganjam and Gajapati are southern districts that frequently face flooding when rivers swell after storms.
The Coast Guard airlifted six people stranded at a flooded health centre in Odisha. The rescue happened as Cyclone Arnab brought flooding to the state.
Context
Context: Cyclones form over the Bay of Bengal and often hit Odisha's coast, bringing strong winds and flooding that can trap people in low-lying areas. Rescues like this show how quickly the danger can reach health facilities and homes.
Flash floods have left villages on the Andhra Pradesh-Odisha border inundated. Traffic on National Highway 16 is also disrupted.
Context
Context: Andhra Pradesh and Odisha sit along the Bay of Bengal, where heavy rain and river floods are common in the post-monsoon season. NH-16 is a major east-coast highway linking Kolkata and Chennai, so disruptions affect freight and travel.
Iran says four tankers caught fire after hitting mines in the Strait of Hormuz. According to its statement, the vessels had switched off their radar and navigation systems and ignored warnings from the IRGC navy. These claims come from Iran itself, so they have not been independently confirmed.
Context
Context: The Strait of Hormuz is a narrow sea route between Iran and Oman through which a large share of the world's oil passes. Tensions there often push fuel prices up, which matters for India because it imports most of its oil.
Ukraine says at least 13 people were killed in a Russian attack on a train station. President Volodymyr Zelenskyy called the strike horrific. He said the attack hit a platform where a commuter train and a passenger train were standing.
Context
Context: Russia and Ukraine have been at war since 2022, and attacks on rail and transport hubs have caused repeated civilian casualties. Such strikes raise concern about safety for ordinary travellers in the region.
Investigators are looking into recent freezer failures at US military commissaries, which may have been caused by cyberattacks. The failures raise concerns about food safety. In France, similar problems involved deliberate changes to refrigeration temperatures that spoiled food.
Context
Context: Commissaries are grocery stores run for US military members and their families, so keeping their food cold matters for safety. Cyberattacks on building and industrial control systems have become a concern for many organisations.
The India Meteorological Department says a low-pressure area brewing over the Bay of Bengal may strengthen over the next three days. It formed over the Andaman Sea and is moving toward the Andhra Pradesh coast. The coastal districts may receive heavy rain from November 1.
Context
Context: Low-pressure areas over the Bay of Bengal often bring heavy rain and sometimes grow into cyclones on India's east coast. The state has already faced Cyclone Arnab and floods this season, so people there are watching these forecasts closely.
Police have handed the alleged arson attack on the Kadavumbhagam synagogue to the National Investigation Agency, or NIA. Officers point to suspected cryptocurrency payments, reconnaissance videos and possible international terror links. These clues are the reason for a wider probe into the case. The case now moves to the central agency's wider investigation.
Context
Context: The NIA is India's central agency for investigating terror and other serious national security cases. Attacks on places of worship are closely watched, and agencies look for links across borders before drawing conclusions.
Police have arrested Ankit Shankhwar, a resident of Kanpur's Ghatampur area, over a case involving 5 lakh fake email IDs. The case has a Pakistan link. Fake email accounts are often used for scams, phishing and fraud, which can put ordinary users at risk.
Context
Context: Fake email accounts are often used to send phishing messages or open fraudulent accounts, and cross-border links make such cases harder to trace. Users should be careful with unexpected messages asking for money or personal details.
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