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Wednesday

  1. Analytics India Magazine

    Akamai Launches AI Inference and Agent Sandbox Services

    Akamai has released two services, Akamai Inference and Akamai Agent Sandbox: the former provides 12 open-weight models via an OpenAI-compatible API, with parameter counts ranging from 8B to 2.8T, including NVIDIA Nemotron 3 Ultra, OpenAI gpt-oss-120b, and Google Gemma 4; the latter runs code generated by AI agents in isolation based on WebAssembly, and is released as an open-source component of the Spin framework. Akamai has also expanded its NVIDIA Blackwell Ultra GPU clusters, with each eight-GPU node equipped with 2.3 TB of HBM3e memory.

    Akamai has released two services, Akamai Inference and Akamai Agent Sandbox: the former provides 12 open-weight models via an OpenAI-compatible API, with parameter counts ranging from 8B to 2.8T, including NVIDIA Nemotron 3 Ultra, OpenAI gpt-oss-120b, and Google Gemma 4; the latter runs code generated by AI agents in isolation based on WebAssembly, and is released as an open-source component of the Spin framework. Akamai has also expanded its NVIDIA Blackwell Ultra GPU clusters, with each eight-

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  2. Analytics India Magazine

    KPIT Bets on AI to Boost Margins, Q2 Revenue Growth Remains Weak

    KPIT Technologies' constant-currency revenue grew just 0.2% year-on-year in Q2 FY27, while its EBITDA margin rose 60 basis points quarter-on-quarter to 17.8%; the company is accelerating the adoption of AI across engineering, delivery and internal operations to boost productivity. Revenue for the quarter was $176.8 million, up 6.5% in rupee terms and down 2.2% in dollar terms; the company did not quantify AI's contribution to the margin improvement. KPIT's total contract value (TCV) of new deals signed in the quarter reached $213 million, covering areas such as electric powertrains, smart connectivity, autonomous driving systems and cybersecurity.

    KPIT Technologies' constant-currency revenue grew just 0.2% year-on-year in Q2 FY27, while its EBITDA margin rose 60 basis points quarter-on-quarter to 17.8%; the company is accelerating the adoption of AI across engineering, delivery and internal operations to boost productivity. Revenue for the quarter was $176.8 million, up 6.5% in rupee terms and down 2.2% in dollar terms; the company did not quantify AI's contribution to the margin improvement. KPIT's total contract value (TCV) of new deals

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  3. Analytics India Magazine

    This Bangalore startup is building AI agents for hardware design

    Bangalore-based startup CopperPilot has raised $390,000 in funding from Neon Fund and others, and is developing an AI design agent that can turn natural language descriptions into manufacturable circuit board designs. It has released the first version of its design agent, codenamed Epsilon. The agent can connect to existing tools such as Altium, KiCad, OrCAD, EasyEDA, and LTspice, automating schematic capture, PCB layout, routing, simulation, and some firmware development. The company says its active users have grown 25-fold since August, and the platform has cumulatively run more than 6,000 design artifacts.

    Bangalore-based startup CopperPilot has raised $390,000 in funding from Neon Fund and others, and is developing an AI design agent that can turn natural language descriptions into manufacturable circuit board designs. It has released the first version of its design agent, codenamed Epsilon. The agent can connect to existing tools such as Altium, KiCad, OrCAD, EasyEDA, and LTspice, automating schematic capture, PCB layout, routing, simulation, and some firmware development. The company says its a

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  4. Analytics India Magazine

    Ravi Vasantraj of Mphasis: Owning IP Itself Is Meaningless

    Ravi Vasantraj, Global Delivery Head at Mphasis, believes that models themselves are rapidly commoditizing and that owning IP itself is meaningless—what enterprises are really buying is outcomes delivered using AI. He revealed that AI-led work accounted for 63% of Mphasis's total new contract signings of $461 million in the June quarter, and that the share of AI-related business opportunities has risen from 12% to about 70%, but only 5% of AI sandbox projects have entered production environments, with the company currently seeing productivity gains of about 20%.

    Ravi Vasantraj, Global Delivery Head at Mphasis, believes that models themselves are rapidly commoditizing and that owning IP itself is meaningless—what enterprises are really buying is outcomes delivered using AI. He revealed that AI-led work accounted for 63% of Mphasis's total new contract signings of $461 million in the June quarter, and that the share of AI-related business opportunities has risen from 12% to about 70%, but only 5% of AI sandbox projects have entered production environments

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  5. gihyo.jp

    OpenAI DevDay Exchange Tokyo Recap: Practical Uses of dots and Codex

    OpenAI held DevDay Exchange Tokyo in Tokyo, with more than 500 developers attending, focusing on how to use dots, Codex, and the ChatGPT plugin ecosystem. Japan is the world's No. 2 market by weekly active users of dots and No. 1 in Asia-Pacific, and ChatGPT Enterprise seat count grew more than 2x year over year. GPT-6.1 Sol's input and output token unit price is 1/5 that of GPT-6 Astra, and it comes with an Ultrafast high-speed mode.

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  6. gihyo.jp

    Google open-sources the Elephant-Goldfish Model plugin, letting AI separately handle the writing and verification of design documents

    On October 22, 2026, Google announced the open-sourcing of the Elephant-Goldfish Model (EGM) plugin, which pairs Elephant, responsible for conversing with users and writing design documents, with Goldfish, which independently verifies the documents without inheriting the conversation history, to identify ambiguities and omissions in specifications. The plugin was first developed internally at Google for software engineers, and it is said that thousands of employees already use it daily to develop production code; the repository uses the Apache 2.0 license. The first tagged version, v0.1.0, was released on October 27, containing a total of 7 skills. The README provides installation methods for Antigravity, Claude Code, and Codex, but the release notes state that verification across runtime environments has not yet been completed, so it cannot yet be called a stable version.

    On October 22, 2026, Google announced the open-sourcing of the Elephant-Goldfish Model (EGM) plugin, which pairs Elephant, responsible for conversing with users and writing design documents, with Goldfish, which independently verifies the documents without inheriting the conversation history, to identify ambiguities and omissions in specifications. The plugin was first developed internally at Google for software engineers, and it is said that thousands of employees already use it daily to develo

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Thursday

  1. Analytics India Magazine

    Coforge launches Autonomous Software Factory to orchestrate AI agents across the software development lifecycle

    Coforge has launched the Autonomous Software Factory (ASF) to orchestrate AI agents across the software development lifecycle, covering coding, testing, validation, code review, and quality assurance, with specialized agents able to execute these tasks in parallel within secure execution environments. Coforge says the model includes governance and human oversight, but did not disclose implementation details, customer deployments, commercial terms, or quantified productivity gains. HCLTech also plans to integrate Anthropic's Claude and Claude Code into its AI Force platform.

    Coforge has launched the Autonomous Software Factory (ASF) to orchestrate AI agents across the software development lifecycle, covering coding, testing, validation, code review, and quality assurance, with specialized agents able to execute these tasks in parallel within secure execution environments. Coforge says the model includes governance and human oversight, but did not disclose implementation details, customer deployments, commercial terms, or quantified productivity gains. HCLTech also p

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  2. Analytics India Magazine

    Sarvam AI deploys Indus Cowork to 2,500 government officials in Maharashtra

    Sarvam AI's Indus Cowork, launched on October 28 by Chief Minister Devendra Fadnavis, is being deployed to 2,500 government officials in Maharashtra for drafting documents, analyzing reports, summarizing files and retrieving government records. The state approved Sarvam's sovereign AI proposal in August with a two-year budget of 1.126 billion rupees; besides Indus Cowork, it also includes Samvaad, a voice and WhatsApp system for citizen communication, and connects the Saaras speech recognition and Bulbul text-to-speech models to the state's MahaAI platform. The platform supports 22 languages including Marathi, and offers tools such as GR Expert for retrieving government resolutions, email summarization and RFP bid evaluation; Sarvam says the system runs on securely audited infrastructure located within India.

    Sarvam AI's Indus Cowork, launched on October 28 by Chief Minister Devendra Fadnavis, is being deployed to 2,500 government officials in Maharashtra for drafting documents, analyzing reports, summarizing files and retrieving government records. The state approved Sarvam's sovereign AI proposal in August with a two-year budget of 1.126 billion rupees; besides Indus Cowork, it also includes Samvaad, a voice and WhatsApp system for citizen communication, and connects the Saaras speech recognition a

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  3. Analytics India Magazine

    Articul8 Launches Decision Model Bivia to Help Enterprise AI Agents Make Structured Decisions

    Articul8 has released the decision model Bivia, which is provided via API for enterprise AI agents to make structured decisions across formats such as text, images, and documents, supporting five decision types: Choice, Boolean, Score, Set, and Span. It can be specialized for enterprise data, industry knowledge, and historical decisions, and offers three operating modes: Fast, Fast+think, and Deep, with the option to abstain when evidence is insufficient. According to Articul8's internal evaluation, after domain training, Bivia approaches full marks on some energy and hardware design tasks, and completes about 70% of workflows in internal evaluations, compared with about 30% for comparison solutions.

    Articul8 has released the decision model Bivia, which is provided via API for enterprise AI agents to make structured decisions across formats such as text, images, and documents, supporting five decision types: Choice, Boolean, Score, Set, and Span. It can be specialized for enterprise data, industry knowledge, and historical decisions, and offers three operating modes: Fast, Fast+think, and Deep, with the option to abstain when evidence is insufficient. According to Articul8's internal evaluat

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  4. Analytics India Magazine

    Indian enterprises accelerate AI agent deployment—can existing infrastructure support it?

    The Modern Enterprise Readiness Study by Dell Technologies and Vanson Bourne shows that 67% of Indian organizations believe their existing data center environments are not yet capable of supporting AI workloads at production scale. Vishal Kappanna, Engineering Director at Tesco Technology, points out that the biggest obstacle to moving AI agents from pilot to production is often not the model itself, but integration with fragmented enterprise data, legacy applications, security controls, and business processes. Premalakshmi PR, Managing Director of NetApp India and SAARC, also believes that the biggest challenge often lies in data rather than models, with data scattered across on-premises, cloud, and edge environments.

    The Modern Enterprise Readiness Study by Dell Technologies and Vanson Bourne shows that 67% of Indian organizations believe their existing data center environments are not yet capable of supporting AI workloads at production scale. Vishal Kappanna, Engineering Director at Tesco Technology, points out that the biggest obstacle to moving AI agents from pilot to production is often not the model itself, but integration with fragmented enterprise data, legacy applications, security controls, and bus

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  5. Analytics India Magazine

    India's IT services sector absorbs GCC transfer wave, margins face integration challenges

    Over the past 12 months, more than 20,000 employees have moved from global capability centers (GCCs), enterprise IT subsidiaries and product operations units to Indian IT service providers, of whom about 3,000 came from pure GCC transfers. TCS's acquisition of Best Buy's India entity, HCLTech's acquisition of Guardian Life's India business, and Wipro's completed acquisition of Mindsprint all require balancing the retention of key talent with cost control. Infosys's five-year agreement with Danske Bank in 2023 transferred more than 1,400 employees, with the contract valued at approximately $454 million.

    Over the past 12 months, more than 20,000 employees have moved from global capability centers (GCCs), enterprise IT subsidiaries and product operations units to Indian IT service providers, of whom about 3,000 came from pure GCC transfers. TCS's acquisition of Best Buy's India entity, HCLTech's acquisition of Guardian Life's India business, and Wipro's completed acquisition of Mindsprint all require balancing the retention of key talent with cost control. Infosys's five-year agreement with Dansk

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  6. gihyo.jp

    Are engineers becoming people "used" by AI: gihyo.jp discusses the state of unaware passivity

    A gihyo.jp serialized article points out that the most dangerous state for engineers is "subjectivity × unaware passivity"—believing they are in control while actually handing over their thinking wholesale to AI, thereby losing the growth cycle of "challenge → failure → introspection." The article argues that there is no need to reject AI; instead, routine work should be handed to AI, time should be reserved for higher-level thinking such as "what problem should be solved and why," and one should clearly know what has been lost and what has been gained.

    A gihyo.jp serialized article points out that the most dangerous state for engineers is "subjectivity × unaware passivity"—believing they are in control while actually handing over their thinking wholesale to AI, thereby losing the growth cycle of "challenge → failure → introspection." The article argues that there is no need to reject AI; instead, routine work should be handed to AI, time should be reserved for higher-level thinking such as "what problem should be solved and why," and one shoul

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  7. gihyo.jpSelected

    Google releases Gemini 4 Carbon, strengthening long-duration development and vulnerability discovery and remediation capabilities

    On October 28, 2026, Google released the new model Gemini 4 Carbon, which improves coding and tool-calling capabilities over Gemini 4 Argon and strengthens cybersecurity defense capabilities spanning from vulnerability discovery and exploitability validation to remediation. On the Artificial Analysis Intelligence Index v5.0, Carbon scored 59, ranking first, while Argon scored 50; on Terminal-Bench 4.0, the cheating success rate was 0.0% and the attempted cheating rate was 0.4%. That week, the model was first made available to some cybersecurity defenders and gradually expanded through the Fairwind Program, before later being opened to developers, enterprises, and general users. Announced pricing is $2 per million tokens for input and $10 per million tokens for output.

    On October 28, 2026, Google released the new model Gemini 4 Carbon, which improves coding and tool-calling capabilities over Gemini 4 Argon and strengthens cybersecurity defense capabilities spanning from vulnerability discovery and exploitability validation to remediation. On the Artificial Analysis Intelligence Index v5.0, Carbon scored 59, ranking first, while Argon scored 50; on Terminal-Bench 4.0, the cheating success rate was 0.0% and the attempted cheating rate was 0.4%. That week, the mo

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  8. gihyo.jp

    Entire Launches Free Private Repository Hosting, Adds AI Review and Cross-Session Memory

    On October 26, 2026, Entire added free direct private repository hosting to its human-AI collaborative development platform, allowing users to use it without keeping the original repository on GitHub. The platform also offers agent-based code review and a Continuous Memory feature that lets AI agents in new sessions refer to policies established in previous sessions; hosting is free, and billing is based only on the amount of AI model usage by agents. The accompanying EntireDB stores complete copies of repositories by region to distribute read load, and is planned to be open-sourced within a few months.

    On October 26, 2026, Entire added free direct private repository hosting to its human-AI collaborative development platform, allowing users to use it without keeping the original repository on GitHub. The platform also offers agent-based code review and a Continuous Memory feature that lets AI agents in new sessions refer to policies established in previous sessions; hosting is free, and billing is based only on the amount of AI model usage by agents. The accompanying EntireDB stores complete co

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  9. gihyo.jp

    NVIDIA Releases Speech Transcription and Translation Model Nemotron 3.5 Transcribe

    On October 28, 2026, NVIDIA released the speech transcription and translation model Nemotron 3.5 Transcribe, supporting 40 languages including Japanese and capable of transcribing recordings up to 1 hour long. The model is an open-weight 30B MoE architecture that activates approximately 4B parameters during inference, can specify via text instructions whether to retain filler words and how numbers are written, and supports speaker diarization for up to 8 people and bidirectional Japanese-English translation. The weights are released on Hugging Face as NVIDIA-Nemotron-3.5-Transcribe-30B-A4B under the OpenMDW-1.1 license, with BF16, FP8, and NVFP4 versions and NeMo Speech fine-tuning tools provided.

    On October 28, 2026, NVIDIA released the speech transcription and translation model Nemotron 3.5 Transcribe, supporting 40 languages including Japanese and capable of transcribing recordings up to 1 hour long. The model is an open-weight 30B MoE architecture that activates approximately 4B parameters during inference, can specify via text instructions whether to retain filler words and how numbers are written, and supports speaker diarization for up to 8 people and bidirectional Japanese-English

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  10. Unite.AI

    NYU Langone embeds OpenEvidence into Epic EHR, covering 12.4 million outpatient visits per year

    NYU Langone Health and OpenEvidence announced a collaboration to embed OpenEvidence's Patient Aware Clinical Intelligence into its Epic electronic health record system, covering the health system's 12.4 million outpatient visits per year. Clinicians can pose complex clinical questions in natural language within the Epic workflow and receive answers grounded in peer-reviewed medical literature and tailored to the patient's context. The deployment covers its hospitals, outpatient network, and Family Health Centers, and extends to trainees at NYU Grossman's two medical schools.

    NYU Langone Health and OpenEvidence announced a collaboration to embed OpenEvidence's Patient Aware Clinical Intelligence into its Epic electronic health record system, covering the health system's 12.4 million outpatient visits per year. Clinicians can pose complex clinical questions in natural language within the Epic workflow and receive answers grounded in peer-reviewed medical literature and tailored to the patient's context. The deployment covers its hospitals, outpatient network, and Fami

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  11. Unite.AI

    Interview with Daptic CEO Baptiste Bouvier: Using AI to Connect Regulatory Intelligence and Product Development

    In an interview, Daptic CEO Baptiste Bouvier explained that the company uses an AI platform to connect regulatory changes and interpretations with product requirements, serving industries such as automotive, aerospace, defense, medical devices, and robotics that face thousands of regulations. He emphasized that traceability and human oversight are the foundation of trust: AI is responsible for finding and structuring information, while engineers and regulatory experts remain responsible for review and judgment. Bouvier calls this direction Product Compliance Lifecycle Management.

    In an interview, Daptic CEO Baptiste Bouvier explained that the company uses an AI platform to connect regulatory changes and interpretations with product requirements, serving industries such as automotive, aerospace, defense, medical devices, and robotics that face thousands of regulations. He emphasized that traceability and human oversight are the foundation of trust: AI is responsible for finding and structuring information, while engineers and regulatory experts remain responsible for revi

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  12. Unite.AI

    Solink Secures Over $100 Million in Funding Led by Vertu Capital to Accelerate AI Vision…

    Ottawa-based Solink has announced the completion of over $100 million in new funding, led by Vertu Capital with participation from Goldman Sachs Alternatives' Growth Equity, among others. The funds will be used to accelerate its AI Vision Intelligence deployment. Its platform transforms existing security cameras into real-time business intelligence, covering more than 35,000 customer sites across 65 countries and managing 500,000 camera feeds. Solink previously completed a $60 million Series C funding round in 2023.

    Ottawa-based Solink has announced the completion of over $100 million in new funding, led by Vertu Capital with participation from Goldman Sachs Alternatives' Growth Equity, among others. The funds will be used to accelerate its AI Vision Intelligence deployment. Its platform transforms existing security cameras into real-time business intelligence, covering more than 35,000 customer sites across 65 countries and managing 500,000 camera feeds. Solink previously completed a $60 million Series C f

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  13. Unite.AI

    ConnectWise launches RMM Agent: investigates IT tickets before proposing fixes

    ConnectWise has released RMM Agent, which can inspect associated devices within service tickets, test likely causes, and stage remediation plans from a vetted catalog, with all device changes requiring explicit technician approval. The simultaneously launched Voice, Teams, and Email Agents are used to gather customer information before technical work begins, and all four products are now generally available. Partner RealBytes reports that across more than 500 live tickets, 91% received useful diagnoses, typically taking about one minute, with first response time cut from one hour to five minutes.

    ConnectWise has released RMM Agent, which can inspect associated devices within service tickets, test likely causes, and stage remediation plans from a vetted catalog, with all device changes requiring explicit technician approval. The simultaneously launched Voice, Teams, and Email Agents are used to gather customer information before technical work begins, and all four products are now generally available. Partner RealBytes reports that across more than 500 live tickets, 91% received useful di

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Friday

  1. Jiguo

    Huawei Mate 90 series and Changxiang 100 series and other four new phones released, starting at 1399 yuan

    At the Double 11 Renewal Season launch event, Huawei introduced the Mate 90 series, Pura90 Plus, and Changxiang 100 series new phones. The Changxiang 100 standard edition 6+128G is priced starting at 1399 yuan. The entire Mate 90 series is equipped with Kirin 9050 series logic folding chips, and the Pro Max's overall performance is 31% higher than the previous generation; it is also the industry's first with four cards and three standby. The new phones will go on sale at 10:08 on October 31, 2026.

    At the Double 11 Renewal Season launch event, Huawei introduced the Mate 90 series, Pura90 Plus, and Changxiang 100 series new phones. The Changxiang 100 standard edition 6+128G is priced starting at 1399 yuan. The entire Mate 90 series is equipped with Kirin 9050 series logic folding chips, and the Pro Max's overall performance is 31% higher than the previous generation; it is also the industry's first with four cards and three standby. The new phones will go on sale at 10:08 on October 31, 202

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