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Mistral has released the weights for its trillion-parameter open-source model Mistral Large 4 (ML4, nicknamed Le Chonk), which enterprises and government agencies can download and deploy themselves; the weights are already available on Hugging Face and via its API. Mistral says the model's performance is comparable to that of the open-source model GLM-5.3, but it consumes 47% fewer tokens per task, and it ranks first among open-source models on Artificial Analysis's Coding Agent Index. Pierre St

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Amazon CEO Andy Jassy reiterated on the quarterly earnings call that AWS is expected to become a business with $1 trillion in annual revenue in the next 5 to 10 years, and he expects growth rates to exceed 40% in both 2027 and 2028. He said cash capital expenditure in 2026 will be about $220 billion, most of it going to AWS, and will increase significantly further in 2027; AWS revenue grew 39% year over year this quarter, with an annualized revenue scale of $184 billion. After the earnings relea

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David Durman, a University of Kentucky administrator and non-theistic humanist, has obtained a workplace religious exemption through the American Humanist Association (AHA) allowing him not to use AI at work, becoming the first humanist to receive such an accommodation. He believes that over-reliance on AI weakens people's critical thinking, and cited reasons including AI's impact on livelihoods, environmental costs, and the erosion of human creativity. The University of Kentucky said it reviews

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Using Amazon Bedrock AgentCore Gateway, MoEngage converted approximately 400 internal REST APIs distributed across private VPCs in 7 AWS Regions into permission-controlled agent tools, saving about 6 months of platform engineering effort and reducing new API onboarding from several days to a few hours. The solution requires no MCP server code from product teams, no per-integration network configuration, and involves no public endpoints anywhere in the path. MoEngage also established a principle:

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AWS describes building a repeatable PHP-to-Java migration engine with Kiro: the migration methodology and discovery scanner are encapsulated as skill files, using an eight-phase process and a parity harness to verify that the Java port behaves consistently with the original PHP application. The same set of skill files can be used for interactive, application-by-application migration in Kiro, or handed to AWS Transform to run as parallel tasks at portfolio scale. Running requires PHP 8.0 or later

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Epsilon's Agentic Platform team used Amazon Nova Act together with Amazon Bedrock AgentCore Browser to turn intent-driven UI testing into a multi-tenant platform service layered on top of its existing Playwright regression suite. Test steps are written in natural language, executed by Nova Act over a CDP WebSocket, with per-step screenshots and pass-rate statistics, and results stored in Amazon S3. The solution provides managed temporary browser sessions, AWS IAM-based authentication, and cross-

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The UK Amazon Quick User Group held three quarterly meetups in 2026, drawing more than 150 attendees in total. The events took place at Amazon's UK office in Shoreditch, London, where attendees built custom chat agents with Amazon Quick, tried out Amazon Quick Desktop and Amazon Quick Apps, and practiced automation and research through Quick Flows, Quick Automate, and Quick Research. Customers such as Arriva UK Trains and Carsa shared their experiences implementing role-based dashboards and a un

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Google released Gemini 4 Carbon, which scored 59 points on the Artificial Analysis Intelligence Index v5.0 leaderboard, surpassing Claude Opus 5.5's 58 points and GPT-6 Astra's 57 points. The model achieved 88.2%, 54.8%, and 71.0% on SEC-bench Pro, ExploitGym, and CWE-bench, respectively, and Google says it can handle engineering problems in large codebases continuously for several days. The model this week is first being made available to some cybersecurity defenders, then expanded to trusted p

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Mistral has released the open weights for Mistral Large 4 (Le Chonk), a 1-trillion-parameter natively multimodal model that continues reinforcement learning on top of the preview version, with improved coding and defensive cybersecurity capabilities. It scores 19.7% on FrontierCode 2.0 and 48% on the Artificial Analysis Coding Agent Index, roughly on par with GLM-5.3, but uses an average of 47% fewer tokens per task; on Terminal-Bench 4.0 it improves by 13 percentage points to 41%. The model sup

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The AWS blog introduces two new capabilities added to QA Studio based on Amazon Nova Act: applications organize test cases and test suites into application containers with owners, record CloudWatch metrics by application and environment, and provide a 0–100 health score (starting from the pass rate and deducting points for flaky tests), supporting two trend windows of 7 days/hourly and 30 days/daily. Team-based user management defines five cumulative roles: Admin, Team Lead, Editor, Executor, an

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AWS has released the Ray Train DLC image ray:train-ml-cuda-v1.1, which comes pre-integrated with Ray 2.58.0, PyTorch 2.13.0, CUDA 13.0.2, NCCL 2.29.7, and EFA along with the AWS OFI NCCL plugin, enabling distributed training on EKS without the need to build images yourself. The example uses PyTorch FSDP to fine-tune Qwen2.5-1.5B on 8 NVIDIA L4 GPUs across two g6.12xlarge instances, with cross-node communication going directly over EFA. The image is publicly hosted on Amazon ECR Public, so nodes

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AWS has released an enterprise-grade Agentic AI platform blueprint based on Amazon Bedrock and AgentCore, adopting a federated operating model in which a central Platform team provides governed shared services while each Workstream team retains ownership of its own agents, tools, and data. The platform enforces model admission, regional restrictions, rate and token quotas, and budget controls through an independent inference gateway and an MCP tool gateway, and uses an evaluation pipeline to per

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ElevenLabs has released its next-generation sound effects model SFX v3, now live on ElevenCreative and ElevenAPI. According to the company, in benchmark tests it handles prompts describing multiple sounds more reliably than SFX v2, generates music and voices more convincingly, and produces less noise in sound effects such as gongs, bells, and whistles. Users can generate sound effects via text prompts in Flows, the Sound Effects tab, Studio, and Music Editor, and developers can access it through

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At its inaugural India Summit, ElevenLabs signed an MoU with the Government of Karnataka, India, to explore the use of voice AI for citizen services, voice security, and voice restoration. The collaboration will begin with pilots in grievance handling, public hotlines, and welfare applications, covering Kannada and the 13 other official Indian languages already supported by the platform. ElevenLabs will also deploy a security framework covering deepfake detection, watermarking, authorization, an

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ElevenLabs has released the forced alignment model Cue, which can pinpoint the exact time point for each character in audio and has already been used in the Scribe speech-to-text model family. Cue covers more than 90 benchmark languages, processes recordings of any length in a single pass, and takes about half a second to align 1 hour of audio on production GPUs; on benchmarks across 29 languages, its accuracy is higher than all alignment tools tested by ElevenLabs. The model is also available s

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ElevenLabs announced a partnership with the Spanish ALS association adELA to give ALS patients diagnosed in Spain free access to its voice restoration and preservation technology. This is the first project of the ElevenLabs Impact Program in Spain, and Spain is the first country to offer this technology through a nationwide patient association. Patients whose speech has not yet noticeably changed can record new samples, while those whose speech has changed can upload old recordings to generate t

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ElevenLabs has released a guide introducing the use cases and benefits of conversational AI in banking: NLP-based agents can handle routine inquiries, identity verification, and payment disputes 24/7, escalating to a human agent only when they cannot resolve the issue or when the customer requests it. The article compares the differences between IVR, rule-based chatbots, and conversational AI agents, and lists high-value scenarios such as account opening, repayment reminders, dispute intake, and

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