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Data Science News
VentureBeat
15h
51
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Patronus AI debuts Percival to help enterprises monitor failing AI agents at scale
- Patronus AI has launched Percival, a monitoring platform that automatically identifies failures in complex AI agent systems to address enterprise concerns about reliability.
- Percival is the first solution capable of detecting various failure patterns in AI agent systems, suggesting fixes, and optimizations automatically.
- The software can detect over 20 failure modes across four categories, offering benefits such as reduced debugging time for enterprises.
- The market for AI monitoring tools is expected to grow significantly as companies transition from experimental to mission-critical AI applications, and Patronus AI aims to cater to the enterprise AI safety market.
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Analyticsindiamag
15h
128
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Data Centres Take the Throne as the New Crown Prince of the Middle East
- Countries in the Middle East, like Saudi Arabia and UAE, are emerging as new players in the AI revolution, partnering with tech giants to enhance AI infrastructure and data centers.
- Saudi Arabia's PIF-backed 'HUMAIN' AI company is investing in AI services and technology, forming partnerships with NVIDIA, Amazon Web Services, AMD, Oracle, Super Micro Computer, and more.
- The Middle East's growing data center ecosystem, supported by government initiatives and attractive incentives, is becoming a preferred destination for data center investments, with capacity expected to triple in five years.
- Countries in the Middle East offer advantages like low-cost land, affordable power, connectivity prices, access to capital, and favorable policies for data center investments.
- Government initiatives like 'Project Transcendence' in Saudi Arabia and the MGX Fund in Abu Dhabi demonstrate a commitment to investing in AI infrastructure to diversify economies.
- Favorable factors for data center investments in the Middle East include tax incentives, simplified procedures, low land costs, affordable electricity tariffs, and connectivity through undersea cable networks.
- Challenges such as cooling systems, especially in water scarcity regions, are being addressed through innovative technologies like seawater-based cooling systems.
- The Middle East's international ties, trade relationships, and strong connectivity to global networks position the region as a key hub for technology and AI investments.
- Trump's visit to Gulf countries and potential easing of restrictions on AI chip exports to Saudi Arabia highlight the growing importance of the Middle East in the global technology landscape.
- Partnerships between Middle Eastern countries and tech companies indicate a significant shift towards advancing AI, data center infrastructure, and digital economies in the region.
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Analyticsindiamag
15h
84
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TIEA Connectors Raises ₹22 Crore to Enhance India’s ESDM Sector
- TIEA Connectors Private Limited, based in Bengaluru, raises ₹22 crore in funding led by Jamwant Ventures and Valour Capital.
- The company plans to utilize the funds to scale operations, expand manufacturing capacity, and boost research and development in sectors like electric vehicles, aerospace, consumer electronics, and defence.
- TIEA, known for its innovations, has reduced India's reliance on imported components by producing high-quality connectors locally and holds several patents.
- The investment aligns with the company's significant growth, witnessing a 4x increase in financial performance in FY2025, and aims to meet the rising demand in sectors such as EVs, drones, and defence.
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Analyticsindiamag
16h
73
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AWS Summit Bengaluru Proves Cloud and AI are India’s New Infrastructure
- The AWS Summit 2025 in Bengaluru brought together over fifteen thousand attendees, highlighting the advancements shaping India’s AI infrastructure.
- Sandeep Dutta, President of India & South Asia, AWS, discussed India’s digital journey and its capability to adapt complex technology for national-scale transformation.
- Examples such as Prasar Bharti’s Wave OTT platform and the Poshan Tracker app were cited as demonstrations of technology's impact in India.
- AWS emphasized partnerships, customer trust, and its commitment to India with a planned investment of $16.4 billion by 2030.
- The launch of AWS Marketplace in India and the focus on sustainability, including renewable energy initiatives, were also highlighted.
- Generative AI was discussed as a transformative technology that will impact business operations, with examples like DigiYatra and Razorpay showcasing early adoption in India.
- Sarvam AI's focus on building AI exclusively for India and discussions on sovereign AI underscored the importance of culturally aware AI models.
- Postman and Razorpay shared how they leveraged AWS services for AI-driven innovations, with a focus on scalability and efficiency.
- Several Indian companies showcased how they scaled operations, improved efficiency, and reduced costs using AWS services at the summit.
- The event also featured a Generative AI Experience, breakout sessions, and live demos of tools for building secure and responsible AI applications.
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Analyticsindiamag
16h
227
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Databricks to Acquire Database Startup Neon for $1 Billion
- Databricks is set to acquire Neon, a serverless Postgres provider, for $1 billion.
- Neon's platform supports AI agents, with over 80% of databases provisioned automatically by AI agents.
- The acquisition aims to integrate Neon's serverless PostgreSQL technology with Databricks' Data Intelligence Platform for AI applications.
- This move is expected to transform the database market and comes after Databricks' previous acquisitions of Fennel and Tabular.
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Medium
16h
29
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7 Confusing Python Code Snippets (And Why They Make Sense)
- Python code snippets that may seem confusing at first glance are actually features.
- Exploring 7 mind-bending Python snippets that challenge the understanding of developers.
- One example involves tuple unpacking where a seemingly strange line of code actually works as intended.
- The article delves into how Python interprets code snippets that appear buggy but have logical explanations.
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Analyticsindiamag
16h
69
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API Holdings to Deploy IBM Instana For Digital Health Tech Stack
- API Holdings Limited partners with IBM to leverage IBM Instana for AI-driven automated observability in managing its application stack.
- This collaboration aims to proactively monitor the complex microservices architecture, enhance healthcare service delivery, and accelerate the launch of new services.
- IBM Instana's full-stack, real-time observability has resulted in a 30% reduction in Mean Time to Resolution (MTTR), improved developer productivity, and established a scalable foundation for future growth of API's application ecosystem.
- The deployment of IBM Instana across PharmEasy, Thyrocare, and Retailio signifies the importance of insights-driven visibility in enabling healthcare businesses to drive productivity, innovate rapidly, and deliver value to customers.
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Analyticsindiamag
16h
25
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Big Tech Uses AI as an Excuse to Fire Thousands
- Big tech companies such as Microsoft, IBM, Chegg, Workday, CrowdStrike, PwC, and Klarna are attributing layoffs to AI in 2025.
- Layoffs.fyi reports over 50,000 tech employees have been laid off this year, with Microsoft eliminating around 3% of its workforce, affecting approximately 6,000 employees.
- Some believe AI-driven efficiency is leading to layoffs, while others suggest the cost of building AI infrastructure is driving companies to reduce headcount.
- Google and Meta have also announced layoffs, with Google cutting roles in its Platforms and Devices unit, and Meta focusing on performance-based cuts and internal restructuring.
- Companies like PwC are citing overhiring during the pandemic and a shift towards automation for reducing jobs, leading to 1,500 job cuts across the US.
- IBM replaced 200 human resources workers with AI agents, leading to an expansion in its workforce for hiring more programmers and sales personnel.
- Chegg plans to lay off 248 employees to reduce expenses, while Duolingo is phasing out human contractors with an 'AI-first' approach for expanding language course offerings.
- AI is seen automating tasks such as coding, customer service, and data analysis, potentially impacting jobs that once required human labor.
- Despite AI's impact, analysts believe big tech companies might be using AI as a pretext for layoffs driven by other strategic or financial motives.
- Klarna, after relying heavily on AI for customer service, aims to reintroduce human agents, acknowledging the negative impact of over-reliance on AI in customer interactions.
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Analyticsindiamag
17h
176
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Audible to Add AI-Generated Audiobooks
- Audible is expanding the availability of audiobooks by introducing AI-generated narration and translation through publisher partnerships.
- The initiative combines Audible's audio production experience with Amazon's AI tools, offering publishers faster and scalable production of audiobooks.
- Over 100 AI-generated voices are available at launch, covering English, Spanish, French, and Italian, with plans to improve voice quality over time.
- A beta translation feature will roll out later this year for English translations into Spanish, French, Italian, and German, with options for human review to maintain accuracy.
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Analyticsindiamag
17h
286
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Gemini is Coming to Cars, Watches, TVs, and More
- Gemini, Google’s AI assistant, is expanding beyond Android phones to power experiences across cars, smartwatches, TVs, and extended reality headsets.
- Google aims to position Gemini at the centre of user interactions for helpful, hands-free experiences in various devices.
- Gemini will soon be available on Android Auto, cars with Google built-in, Wear OS smartwatches, TVs, Android XR headsets, earbuds, glasses, and other Android devices.
- Google also announced Material 3 Expressive, an update to Material You UI framework, introducing new features like colour theming and responsive animations.
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Analyticsindiamag
19h
148
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Reinforcement Learning Won Again, This Time With Microsoft
- Microsoft's Phi family of models, part of their AI research, includes lightweight and high-performing models that outshine competitors.
- Phi-4 Reasoning, a 14 billion-parameter model, was improved using supervised fine-tuning and reinforcement learning.
- These models excel in coding, math, and scientific tasks, surpassing larger models like DeepSeek R1.
- The success is attributed to high-quality training datasets with over 1.4 million prompts and answers generated by OpenAI.
- Reinforcement learning (RL) in Phi models allows for varied answers as long as the outcome is correct.
- The RL process in Microsoft's models focuses on mathematical reasoning by incentivising correctness and proper formatting.
- RL with Microsoft models requires less data compared to supervised fine-tuning, improving accuracy across evaluations.
- Despite successes, challenges remain, including resource consumption, slower response times, and contradictions in reasoning steps.
- Issues like reward hacking and discrepancies between reasoning chains and actual processes raise concerns in the AI community.
- Efforts to enhance interpretability and safety of reasoning models continue, aiming to understand model behaviors and improve overall performance.
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Analyticsindiamag
20h
185
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HPE Appoints Bhawna Agarwal as MD of India Business
- Hewlett Packard Enterprise (HPE) appoints Bhawna Agarwal as the senior vice president and managing director of HPE India, replacing Som Satsangi who is retiring after over 27 years at the company.
- Agarwal joined HPE in 2019 and has experience in leading digital start-ups, media houses, and tech companies, bringing valuable expertise to her new role.
- Agarwal aims to build on the existing foundation, drive growth, and focus on innovation in the region as expressed in her statement.
- HPE recently launched the HPE Private Cloud AI solution in India to enable enterprises to deploy AI applications swiftly at scale, integrating NVIDIA's AI computing with HPE's capabilities.
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Analyticsindiamag
21h
37
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L&T Semiconductor Aims to Be the NVIDIA India Never Had
- L&T Semiconductor Technologies (LTSCT) aims to become India's first major semiconductor product company, departing from the traditional services model.
- Led by CEO Sandeep Kumar, LTSCT focuses on building chip IP and becoming a full-fledged chipmaker to rival global players like NVIDIA.
- With an initial capital of ₹830 crore, LTSCT targets a revenue of $1 billion in the next four to five years by adopting a fabless model initially.
- Recognizing the need for product companies, LTSCT aims to bring Indian semiconductor products to the global market, not just manufacturing chips for others.
- The company plans to develop a variety of chips targeting sectors like mobility, industrial, energy, and telecom globally, with a pipeline of over 50 clients.
- India's semiconductor market is projected to grow significantly, presenting opportunities for companies like LTSCT in various sectors such as mobile handsets, IT, and automotive.
- While currently fabless, LTSCT plans to establish its own fabs in the future, based on demand, to prevent empty fab scenarios and maintain optimal production costs.
- LTSCT's strategic approach focuses on product quality and global competitiveness rather than direct competition with fabs, aiming to establish a strong semiconductor product brand from India.
- By aiming to create India's own NVIDIA, LTSCT is poised to pave the way for India to have a globally recognized semiconductor brand in the future.
- As India emphasizes semiconductor self-reliance, initiatives like LTSCT play a crucial role in reducing dependency on foreign players and boosting the domestic semiconductor industry.
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Analyticsindiamag
21h
111
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WiDS Bangalore @ Intuit Returns
- The WiDS Bangalore @ Intuit conference, organized by Intuit India, is set to return with a focus on Gen AI and Agentic AI.
- The event will feature vision talks by industry leaders, networking sessions, and opportunities for attendees to learn and collaborate.
- WiDS aims to elevate women in data science by providing a platform for community building and fostering opportunities in the field.
- The conference is scheduled for June 12 at Intuit India, Bengaluru, offering a platform for knowledge-sharing and networking in the data science community.
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Medium
21h
350
Image Credit: Medium
How To Start Strong In Your First Week As An Engineering Manager
- Starting as an engineering manager (EM) can be challenging, requiring thorough preparation and effective communication in the first week.
- Prepare for initial meetings by gathering context and asking insightful questions to understand team dynamics and ongoing projects.
- Initiate a strong foundation with your manager by suggesting ideas and setting up regular check-ins to align on priorities.
- Establish clear communication channels with your manager, adapt to their preferences, and ensure clarity in all discussions.
- Build strong relationships with your team by reintroducing yourself, showing genuine curiosity, and proactively addressing any power dynamics.
- Maintain a professional demeanor, be mindful of your words, and set new boundaries as you navigate the transition from peer to manager.
- Schedule regular one-on-one meetings with your engineers to build trust, understand their challenges, and provide support.
- Embrace the shift from hands-on coding to managerial responsibilities, understanding that your team's technical capacity will rely on your guidance.
- Reflect on your progress at the end of the week, identify obstacles, and focus on continuous improvement to enhance team productivity.
- Encourage a culture of continuous improvement within your team by seeking small but impactful changes and fostering proactive problem-solving.
- Invest time in learning about your team, company, and aligning technical direction while prioritizing relationships and team growth.
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