Curated for content, computing, data, information, and digital experience professionals

Year: 2026 (Page 2 of 5)

Adobe and NVIDIA announce strategic partnership

Adobe and NVIDIA today announced a strategic partnership that will bring together Adobe’s creative and marketing workflows, models and technology and NVIDIA’s open models, libraries, research and accelerated computing to deliver the next generation of foundational Adobe Firefly models and creative, marketing and agentic workflows.

Firefly models will be built on NVIDIA’s computing technology and tap into NVIDIA CUDA-X, NVIDIA NeMo libraries, NVIDIA Cosmos open models, and NVIDIA Agent Toolkit software to enable interactive, high-quality creation.

Adobe and NVIDIA will also work together on NVIDIA NemoClaw— an open source stack that simplifies running OpenClaw always-on assistants more safely.

With NVIDIA, Adobe is launching a cloud-native, brand identity-preserving 3D digital twin solution (public beta). The solution creates virtual replicas of physical products that act as permanent digital identities for marketing and commerce experiences. Integrating NVIDIA Omniverse libraries into Adobe technologies, the collaboration expands support for 3D digital twin workflows built on OpenUSD for marketing content automation.

Adobe will also harness NVIDIA AI infrastructure, AI libraries, services and models to optimize its AI-powered tools across creativity, productivity and customer experience orchestration.

Adobe and NVIDIA Announce Strategic Partnership to Deliver the Next Generation of Firefly Models and Creative, Marketing and Agentic Workflows

Databricks launches Genie Code

Databricks launched Genie Code, an autonomous AI agent that changes how data work gets done. Genie Code can carry out complex tasks such as building pipelines, debugging failures, shipping dashboards, and maintaining production systems. Just as agentic coding tools have transformed software engineering, moving developers from autocomplete-style assistance to agent-driven development, Genie Code brings the same paradigm shift to data engineering, data science, and analytics.

Genie Code is a new addition to Genie, which lets any knowledge worker chat with their data and get trusted answers instantly using the context and semantics captured by Unity Catalog. Genie Code extends this approach to data professionals, handling the complex engineering required to go from idea to production across all enterprise data.

Genie Code helps teams bridge the context gap to ensure the high levels of accuracy and governance required for production environments:

  • Handles full ML workflows end-to-end.
  • Accounts for differences between staging versus production environments, builds workflows for change data capture and applies data quality expectations.
  • Monitors Lakeflow pipelines and AI models to triage failures and investigate anomalies.
  • Integrated with Unity Catalog, enforces governance policies and access controls. It understands business semantics and audit requirements and federates enterprise data, including data from external platforms.

https://www.databricks.com/company/newsroom/press-releases/databricks-launches-genie-code-bringing-agentic-engineering-data

Gilbane Advisor 3-11-26 — practical decentralization, wearable AI

This week we feature articles from Paul Freeze, and Louis Rosenberg.

Additional reading from Tanmay Deshpande, Tina Sharma, Kate Moran, and Cobus Greyling.

News from AODocs, Deepgram, Siteimprove, Research Solutions.

Our next issue will be published on 3/25/26

All previous issues are available at https://gilbane.com/gilbane-advisor-index


Opinion / Analysis

Practical decentralization

Bluesky’s Paul Frazee: “The AT protocol tends to get compared to two different technologies: ActivityPub and Nostr. Both are good examples of “federated hosts” and “magical meshes”, respectively… Atproto draws inspiration from both of those models, but it works like neither. This can lead to some confusion that I think we can clear up.”

Frazee’s post is intriguing, lucid, and code-free. (Note that PDS stands for personal data server.) (6 min)

https://www.pfrazee.com/blog/practical-decentralization

What if the real risk of AI isn’t deepfakes — but daily whispers?

Louis Rosenberg has written about the “AI manipulation problem” before. In this sobering short article he describes how wearable AI could create a feedback loop that controls the conversation and, in turn, erodes human agency.

With wearable AI we’ll “wonder who is steering the bicycle — the human, the AI agents whispering in the human’s ears, or the corporations that deployed the agents? I believe it will be a dangerous mix of all three.” (4 min)

https://venturebeat.com/technology/what-if-the-real-risk-of-ai-isnt-deepfakes-but-daily-whispers

More Reading

All Gilbane Advisor issues


Content Technology News

AODocs launches External Portals to securely streamline document collaboration

Feature delivers easy external partner collaboration while eliminating risks from shadow IT file-sharing tools, with enterprise-grade control & audit-ready traceability.
https://www.aodocs.com/products/document-management-system/

Flux voice AI platform supports on-the-fly configurations

Lets developers dynamically update speech recognition settings during a live conversation without disconnecting or restarting the audio stream.
https://deepgram.com/learn/flux-on-the-fly-configuration

Research Solutions launches Scite MCP, connecting AI tools to scientific literature

Scite MCP connects directly to AI tools such as Claude, ChatGPT, enabling researchers to get evidence-backed answers grounded in 250 million+ scientific articles.
https://researchsolutions.investorroom.com/2026-02-26-Research-Solutions-Launches-Scite-MCP,-Connecting-ChatGPT,-Claude,-Other-AI-Tools-To-Scientific-Literature

Siteimprove expands its agentic content intelligence platform

Platform now delivers natural-language analytics, multimodal AI for PDF and Image accessibility coverage, and keyword intelligence for AI search.
https://www.siteimprove.com/press/siteimprove-expands-its-agentic-content-intelligence-platform/

All content technology news


The Gilbane Advisor is authored by Frank Gilbane and is ad-free, cost-free, and curated for content, computing, data, web, and digital experience technology and information professionals. We publish recommended articles and content technology news most Wednesdays. We do not sell or share personal data.

Subscribe | View online | Editorial policy | Privacy policy | Contact

AODocs launches External Portals to securely streamline document collaboration

AODocs, an enterprise document management platform, announced the launch of AODocs External Portals, to enable organizations to collaborate with external parties while maintainin document control and audit-ready traceability.

With External Portals, organizations can share documents, request files, and track progress in one unified space—eliminating reliance on out-of-control shadow IT, ad hoc email threads, consumer file-sharing links, or disconnected third-party tools.

The new capability is designed to simplify external collaboration while remaining fully integrated with AODocs’ document control platform, preserving the rigorous governance, security, and compliance enterprises require from their DMS (Document Management System).

As organizations increasingly work with vendors, customers, auditors, and other third parties, document exchange has become a point of risk. Files are duplicated across inboxes and unmanaged drives, processes sprawl across multiple unapproved tools, and audit trails break.

AODocs External Portals reduce these “shadow IT” risks by keeping all external exchanges within a single, unified platform—where external collaboration and document control processes live together in a governed, traceable, and policy-consistent environment.

External Portals are designed for high-stakes, document-heavy processes —from vendor onboarding and loan processing to HR workflows and case management— allowing organizations to simplify external collaboration while preserving security, compliance, and traceability.

https://www.aodocs.com/products/document-management-system

Flux voice AI platform now supports on-the-fly configurations

Deepgram announced Flux “on-the-fly configuration” for its voice AI platform, which lets developers dynamically update speech recognition settings — such as keyterms and end-of-turn detection — during a live voice conversation without disconnecting or restarting the audio stream.

A support call moves from identity verification to troubleshooting to scheduling a follow-up. A healthcare call shifts from intake questions to medication names to billing. Each phase has different intents, different critical phrases.

Today, teams configure their ASR (automatic speech recognition) once at connection time and live with it for the entire call. They load every keyterm they might need upfront, diluting biasing effectiveness across the board, or they keep the list minimal and accept lower accuracy on critical phrases. When the conversation shifts enough that the configuration truly doesn’t fit, the options are disconnecting and reconnecting mid-call or managing multiple concurrent streams and swapping between them.

Now your ASR configuration can shift with the conversation. No more choosing between loading every keyterm upfront or accepting lower accuracy. No more static configuration that’s “good enough” for the whole call. One connection that adapts as the call unfolds.

On-the-fly configuration is available now in the Flux v2 WebSocket API.

https://deepgram.com/learn/flux-on-the-fly-configuration

Research Solutions launches Scite MCP, connecting ChatGPT, Claude, & other AI tools to scientific literature

Research Solutions, provider of AI-powered scientific research tools, launched Scite MCP, which enables researchers and developers to search scientific literature and evaluate the trustworthiness of research findings without leaving the AI tools they already use.

Large language models can generate text on most topics, but coverage of scholarly material is limited, and they struggle to distinguish well-supported findings from contested ones.

Scite MCP solves this by giving AI tools direct access to over 250 million indexed articles, book chapters, preprints, and datasets, along with Scite’s proprietary Smart Citations, which classify each citation as supporting, mentioning, or contrasting findings it references.

  • Answers grounded in trustworthy research: AI tools connected to Scite can return responses backed by specific, verifiable papers rather than generating unsourced claims
  • Citation context: Users and AI agents can see not only that a paper was cited, but also whether subsequent research supported, mentioned, or contrasted its findings
  • Broad literature coverage: Access to over 250 million scientific articles, book chapters, preprints, and datasets
  • Works across tools: Compatible with ChatGPT, Claude, Microsoft Copilot, Cursor, Claude Code, and any MCP-enabled application

Scite MCP currently provides access to Open Access articles, with publisher discussions underway to expand coverage to paywalled content.

https://researchsolutions.investorroom.com/2026-02-26-Research-Solutions-Launches-Scite-MCP,-Connecting-ChatGPT,-Claude,-Other-AI-Tools-To-Scientific-Literature

Siteimprove expands its agentic content intelligence platform

Siteimprove released its latest AI agent capabilities. The updates include conversational analytics enabling non-technical users to get answers, generate reports, and dashboards using natural language. Customers also gain new content accessibility coverage for PDF and Images, and keyword intelligence for Search in the world of “Answer Engine Optimization (AEO)”.

These capabilities help customers meet digital accessibility regulations such as Americans with Disabilities Act (ADA) and European Accessibility Act (EAA) while helping brands improve discoverability across answer engines and generative engines. Capabilities include:

  • Conversational Analytics Agent: Ask questions in natural language and instantly get answers to understand what matters across analytics data – democratizing insights across teams. Teams can quickly task the agent to generate answers on campaign performance, funnel diagnostics, and recommended targets for course correction.
  • PDF and Image Accessibility Agent: PDF Validate and Contextual Image Analysis agent surfaces accessibility issues before content goes live, helping teams reduce risk earlier in the content lifecycle. This helps customers increase accessibility coverage across more content types.
  • Keyword Intelligence Agent: Expanded keyword and topic intelligence agent uncovers competitive and topical gaps, giving teams deeper insight into growth opportunities for both traditional and AI-driven search in the world of AEO.

https://www.siteimprove.com/press/siteimprove-expands-its-agentic-content-intelligence-platform

Gilbane Advisor 2-25-26 — agent reliability, cognitive surrender

This week we feature articles from Stephan Rabanser, Sayash Kapoor, & Arvind Narayanan, and Alberto Romero.

Additional reading comes from Ethan Mollick, JA Westenberg, Daniel Kocot, and Steve Hedden.

News comes from Graphwise, Dataiku, Krisp, and Cockroach Labs.

Our next issue will be published on 3/11/26

All previous issues are available at https://gilbane.com/gilbane-advisor-index


Opinion / Analysis

Towards a science of AI agent reliability

Quantifying the capability-reliability gap

“Surprisingly, even though the lack of reliability of AI agents is well known, right now the AI industry doesn’t have good tools for measuring reliability, or even a good definition of reliability.”

Stephan Rabanser, Sayash Kapoor, and Arvind Narayanan decided to take a stab at a “comprehensive measurement of reliability”. Together with some additional researchers have they’ve made a sensible and very useful start and published a draft, which they summarize in this post. The complete draft can also be downloaded. (9 min)

https://www.normaltech.ai/p/new-paper-towards-a-science-of-ai

A new Wharton study on AI warns of a growing problem: cognitive surrender

Casual users should pay special attention

Alberto Romero: “The study introduces the concept of “cognitive surrender,” our tendency to adopt AI outputs with “minimal scrutiny,” overriding “both intuition and deliberation.” I’ve read it, and the findings, although unsurprising, are still quite scary.” 

You can download the full paper, Thinking—Fast, Slow, and Artificial: How AI is Reshaping Human Reasoning and the Rise of Cognitive Surrender, with the included link. (7 min)

https://www.thealgorithmicbridge.com/p/a-new-wharton-study-on-ai-warns-of

More Reading

All Gilbane Advisor issues


Content Technology News

Graphwise announced the immediate availability of GraphRAG

Beyond vector-only RAG, knowledge graphs provide context and common sense to AI. The AI-workflow engine turns “Python prototypes” into production-grade systems.
https://graphwise.ai/news/new-graphrag-solution-moves-beyond-vector-only-rag-knowledge-graphs-provide-context-and-common-sense-to-ai/

Dataiku launches 575 Lab, its open source initiative for responsible AI

The 575 Lab will focus on delivering deployable tools that strengthen explainability, privacy, and governance across modern AI and agentic systems.
https://www.dataiku.com/press-releases/dataiku-launches-575-lab/

Krisp launches real-time Voice Translation SDK

Enables CX (customer experience) platform developers to embed real-time multilingual voice-to-voice translation into live customer conversations.
https://krisp.ai/blog/real-time-voice-translation-sdk/

300-node clusters now supported in CockroachDB

CockroachDB v25.4 supports 300-node clusters and 1PB of data per cluster at 2.2M tpmC on transactional workloads to improve scalability for AI-era applications.
https://www.cockroachlabs.com/blog/300-node-clusters-supported-cockroachdb/

All content technology news


The Gilbane Advisor is authored by Frank Gilbane and is ad-free, cost-free, and curated for content, computing, data, web, and digital experience technology and information professionals. We publish recommended articles and content technology news most Wednesdays. We do not sell or share personal data.

Subscribe | View online | Editorial policy | Privacy policy | Contact

« Older posts Newer posts »

© 2026 The Gilbane Advisor

Theme by Anders NorenUp ↑