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Nuix Neo Generative AI Framework

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Governed, Enterprise-Grade Gen-AI Orchestration Layer for Unstructured Data Intelligence

SYDNEY, Oct. 8, 2026 /PRNewswire/ — Nuix (ASX: NXL) announces the Nuix Neo Generative AI (Gen AI) Framework, which directly addresses the governance, confidence, and auditability concerns that have limited the use of large language models (LLMs) and Gen AI in high-stakes legal, risk and investigation matters.

Nuix Neo’s Gen AI Framework is a governed orchestration layer for putting Gen AI to work on organisations’ structured and unstructured data, with the auditability, guardrails and cost control that enterprise use demands. It brings together audit-grade telemetry and policy-enforced guardrails to support evidentiary integrity and corporate usage controls for LLMs. It monitors and meters token usage to prevent runaway token costs as well as intelligently managing the context window to ground answers and strengthens the reliability of AI outputs.

The framework enables the responsible, auditable connection of a customer’s selected LLM to enterprise data that is forensically and defensibly curated by the Nuix Neo platform. The Nuix Neo platform leverages over 25 years of R&D to deliver forensic-grade processing of an organisation’s unstructured data and in doing so, provides a curated and forensically defensible data intelligence layer relied upon by hundreds of the world’s most high-profile and high-stakes organisations. The Nuix Neo Gen AI Framework leverages this data intelligence layer and further tailors the experience to operationalise the application of customers’ selected LLMs, for the kind of responsible and auditable application of Gen AI demanded by high-stakes organisations. 

Under the Nuix Neo Gen AI Framework, customers retain the flexibility to choose the LLM and provider that best suits their requirements, with that flexibility designed to support the customers’ choice of strategic goals, business objectives and innovation appetite. Nuix provides the governance framework that securely connects that model to the curated data intelligence layer delivered by the patented data processing engine in the Nuix Neo platform.

This enabled the LA County District Attorney’s Office, for example, to select the AI models best suited to their business and then seamlessly integrate them into their Nuix Neo workflows.

Powerful application of the Nuix Neo Gen AI Framework

The Nuix Neo Gen AI Framework supports the delivery of two powerful capabilities known as Nuix Neo BYO AI and the Nuix Neo AI Agent, both of which leverage the framework’s comprehensive enterprise-grade infrastructure to operationalise LLMs in a manner demanded by high-stakes organisations.

Nuix Neo BYO AI

Nuix Neo BYO AI leverages the Nuix Neo Gen AI Framework and further tailors it to enable thorough AI analysis across every item in a dataset. Rather than relying on other approaches that prioritise or sample subsets, it applies repeatable workflows to systematically process every item and then crafts structured reports, with links back to source items and citations for rapid and forensically defensible action, all the while providing clarity and control over key issues like token usage.

“With Nuix Neo’s latest AI, we can move quickly to implement targeted solutions to digital evidence challenges and investigative bottlenecks, while satisfying our unique compliance needs. Being able to leverage the latest AI advancements while staying confined within our own environment is an accelerator,” said Donn Hoffman, Chief Privacy Officer and Deputy District Attorney at Los Angeles County District Attorney’s Office.

Nuix Neo Agentic AI

The Nuix Neo AI Agent, a conversational investigation capability built on the Gen AI Framework, is available for Early Adopter participants, via the Nuix Responsible Innovation Framework. The AI Agent extends the Nuix Neo platform, allowing analysts to interrogate their data with reasoning across text, metadata, and images, with access to the full power of Nuix’s APIs, including enhanced context from a curated knowledge graph, in a consistent, auditable way. The AI Agent is fully integrated into Nuix Neo, allowing analysts to follow any lead, in a fully managed, controlled and secured fashion.

In addition to Nuix Neo’s powerful data processing and deterministic AI capabilities, the Gen AI capabilities provide flexibility and choice to customers to apply the most appropriate tool for solving enterprise use cases. Like Nuix Neo BYO AI, the AI Agent operates on that curated, forensically processed dataset in the Nuix Neo platform. As with any Gen AI capability, outputs remain probabilistic and must be verified against source material and are intended to support, not replace, the judgement of qualified investigators, analysts, reviewers, and legal professionals.

Organisations interested in the Nuix Neo Responsible Innovation Framework program, or in seeing the Gen AI Framework in action, can contact their Nuix representative or visit nuix.com/nuix-neo for more information.

About Nuix
Nuix is a leading provider of investigative analytics and intelligence software, that empowers customers to be a force for good by finding truth in the digital world. We help customers collect, process and review large amounts of structured and unstructured data, making it searchable and actionable at scale and speed, with forensic accuracy.
For further information, please visit nuix.com

View original content:https://www.prnewswire.com/apac/news-releases/nuix-neo-generative-ai-framework-302901767.html

SOURCE Nuix

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‘Kung fu tea’: US journalist Douglas’ journey into the art of Wuyi rock tea

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BEIJING, Oct. 8, 2026 /PRNewswire/ — A news report from chinadaily.com.cn:

Three hundred years ago, a British man stole the seeds of Wuyi rock tea to plant them elsewhere. Three centuries later, US journalist Douglas travels to Xiamei village at the foot of Wuyi Mountain in Fujian province to learn the age-old craft.

After the entire experience, he understands why people call it “kung fu tea”. For him, picking tea requires “eagle claw skills” and shaking the leaves demands “tai chi hands”. Every step is filled with a sense of mastery and dedication.

Why did Douglas travel all the way to Xiamei village to learn the art of tea-making? What are his insights on the 13,000 km Tea Road? Watch the video to find out.

View original content to download multimedia:https://www.prnewswire.com/news-releases/kung-fu-tea-us-journalist-douglas-journey-into-the-art-of-wuyi-rock-tea-302903196.html

SOURCE chinadaily.com.cn

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IQuest-Q1 Draws Early Developer Attention Across Coding and Agentic Workflows

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BEIJING, Oct. 8, 2026 /PRNewswire/ — IQuest-Q1 has drawn early praise from developers and industry watchers since launch, particularly for its performance on coding, software engineering, interactive application generation, and long-horizon agentic workloads.

The model weights and technical materials are publicly available:

GitHub — GitHub – IQuestLab/IQuest-Q1Hugging Face — https://huggingface.co/IQuestLab/IQuest-Q1Blog — https://iquestlab.github.io/

IQuest-Q1 is trained for the work developers actually do: navigating a repository, driving a terminal, calling tools, holding a long context in mind, and finishing multi-step tasks without losing the thread. Reasoning, tool use, long-context understanding, and multi-step execution were part of the training objective from the start — not adapted afterward.

Early external discussion has begun to explore IQuest-Q1’s capabilities. One highlighted its evaluation across application building, 3D spatial generation, code diagnosis and repair, and complex tool-assisted workflows, while another publicly shared use case described turning a written product brief into an interactive SaaS analytics dashboard. A third-party technical overview examined the sparse Mixture-of-Experts architecture, integration with Claude Code and Codex CLI, and the infrastructure requirements of self-hosting a 320B-parameter model.

These early observations align with IQuest Research’s official demonstrations, which show IQuest-Q1 working across interactive application generation, code debugging, and multi-step tool use.

One-shot interactive applications

From a natural-language prompt, IQuest-Q1 emits runnable interactive apps in a single pass.

An FPS game. In one generation, the model produces the 3D scene, character movement, health, scoring, mode switching, and an in-game shop for resources and gear — code, file layout, interaction logic, and visuals in the same pass.

A racing game. Continuous scene extension — track geometry, foreground/background transitions — is where one-shot generations usually fall apart. IQuest-Q1 handles this class of spatially continuous, interaction-heavy app without special prompting.

Debugging a real RL run

IQuest-Q1 will also drop into an existing codebase and training stack and fix what’s actually wrong.

An RL run went off the rails. Starting from the training curves, the model pulled logs and execution traces, reasoned back through likely causes, and localized the bug in code. After the patch and a restart, it read the new metrics and confirmed recovery.

The root cause: a stray space had been inserted into the training trajectory. Removed, metrics came back up.

Multi-step work in a real environment

Given a workspace with heterogeneous information and tools, IQuest-Q1 runs multi-step tasks — reading, calling tools, and correcting itself as new information lands. In office settings it works across chat, cloud docs, spreadsheets, and comment threads, pulling context together into analysis, drafts, and revisions that are ready to hand off.

Architecture

The architecture and training approach behind these capabilities are outlined below.

Decoder-only Transformer with a sparse Mixture-of-Experts feed-forward. ~320B total parameters, ~15B active per token.

Training runs in three stages — pre-training, mid-training, post-training — bringing up code fluency first, then extending into longer, harder tasks.

Post-training focuses on software engineering, long-horizon agentic tasks, and general reasoning, using supervised fine-tuning and reinforcement learning. On top of that, Multi-Teacher On-Policy Distillation (MOPD) consolidates strengths from several teachers on the student’s own on-policy rollouts, so the student picks up capability without inheriting any one teacher’s bias profile.

Validated updates, datasets, and workflows feed into the next iteration. Pipelines, training configs, eval harnesses, and tooling are versioned and reused — capability work and infrastructure work compound instead of getting rebuilt each cycle.

Evaluations

IQuest-Q1 posts balanced results across benchmarks covering code, software engineering, terminal use, tool use, and agentic tasks:

NL2Repo — repository-level code generationCyberGym — cybersecurityTerminal-Bench 2.1 — terminal operationDeepSWE v1.1 — long-horizon codingJobBench — professional office workflows

Full numbers, baselines, and evaluation setup are in the technical report.

IQuest-Q1 was developed by IQuest Research. Developers and research teams interested in participating in upcoming early-access testing programs can apply for trial access via email: research@iquestlab.com 

CONTACT: 
IQuest Research
research@iquestlab.com 

View original content to download multimedia:https://www.prnewswire.com/news-releases/iquest-q1-draws-early-developer-attention-across-coding-and-agentic-workflows-302903211.html

SOURCE IQuest Research

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INFiLED Launches NX Series for Stage Productions

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SHENZHEN, China, Oct. 9, 2026 /PRNewswire/ — INFiLED, launched the NX Series in early October, a heavy-duty rental LED solution for stage productions. Developed for live events, touring productions, outdoor festivals and temporary indoor or outdoor installations, NX Series is designed for projects where LED systems must hold large structures, shift between stage forms and keep onsite work moving under tight schedules.

Recent INFiLED rental projects place the release in a real production context. Shenzhen Happy Valley‘s outdoor summer festival stage showed the scale of a layered five-screen rental layout, while UMK2026‘s live stage production reflected the precision required for large-format screens and overhead LED elements. Together, they point to stage environments where larger visual surfaces, dimensional design and tighter onsite schedules now converge.

NX is introduced for this kind of stage work, where creative direction and technical execution need to stay aligned from load-in to show time. The platform brings structural capacity, multi-form configuration, rental-ready protection, faster service and stable visual performance into the same system.

Larger Stages Ask More of the System

Large stage displays now do more than fill a background. They shape the scene, define depth and often become part of the performance architecture. Before content appears on screen, the LED structure has already passed through transport, lifting, alignment, rehearsal and operation.

NX is specified for stacking and hanging up to 20 m, with optional wind-resistant braces and locks for demanding sites. That capacity matters for large suspended or stacked LED structures, especially in outdoor environments where structural planning carries the whole production.

The cabinet design follows the same logic. A dual-layer magnesium cabinet keeps panels lighter in handling while retaining the rigidity needed for alignment, with cabinet weights of 6.8 kg and 10.9 kg across its two cabinet options. Top quick locks and bottom alignment pins support faster connection and more consistent geometry as the screen grows.

Creative Forms Need Repeatable Mechanics

Stage design rarely stays within a flat rectangle. Productions move between curves, staggered layers, stepped contours, wraparound corners and compact scenic structures. In rental work, those forms need to return accurately across different venues, crews and schedules.

NX supports flat displays, curved layouts, staggered and stepped surfaces, and heart-shaped creative forms. With NX Edge, the system forms 90° curved transitions for wraparound content. In selected configurations, NX also works with MC Series for right-angle and cube structures, and with Xmk3 Series for larger curved forms.

For precision curves, NX offers a –10° to +15° range in 2.5° steps. The degree-based adjustment gives designers room to shape the stage while giving technicians a clear mechanical reference during installation and repeat use.

Onsite Workflow Shapes the Final Image

A strong stage image depends on work the audience never sees. Load-in, locking, alignment, cabling, service and rehearsal all influence whether the screen stays on schedule and performs cleanly when the show begins.

NX addresses those pressure points through several rental-focused details:

Top quick locks and bottom alignment pins support faster assembly and consistent screen geometry.The unified integrated PDU centralizes power and signal distribution, reducing cabling complexity across the system.Optional clip-on masks for outdoor configurations reduce disassembly steps during onsite service.Outdoor versions feature full encapsulation and IP65-rated protection for exposed environments.

Visual performance remains part of the same production path. Outdoor stages need brightness that stays clear in stronger ambient light, so NX reaches up to 5,000 nits outdoors. A 7,680 Hz refresh rate supports smoother motion and camera capture, while 16-bit grayscale and a 10,000:1 contrast ratio preserve tonal control, depth and clarity for stage content.

NX Series expands INFiLED’s rental LED portfolio with a heavier-duty option for stage production applications where scale, form and timing carry equal weight. For INFiLED, whose work spans rental, fixed-installation and commercial display environments, the release adds another layer to its engineering focus – LED systems shaped around the conditions of real projects, not only around the appearance of the screen.

For stage teams, that focus matters most when the technology fades into the work. The structure holds, the workflow keeps moving and the image reaches the audience as intended.

Website: www.infiled.com
Contact: info@infiled.com

SOURCE INFiLED

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