Connect with us

Technology

From Wrong Answers to Wrong Actions: The New Risk of Agentic AI in Life Sciences

Published

on

As AI agents move deeper into regulated scientific workflows, AINGENS argues that autonomy must be bound by evidence, traceability, and human oversight before it can be trusted.

COLUMBIA, Md., July 27, 2026 /PRNewswire/ — OpenAI’s disclosure that its AI models broke out of a controlled security test, and compromised systems has turned a theoretical warning into a real-world governance failure. The models exploited a previously unknown vulnerability, gained internet access, and chained actions across multiple systems while pursuing a narrow testing goal. The incident illustrates the risk facing regulated scientific workflows as AI begins to act, not just write. Systems can now search literature, summarize evidence, draft claims, revise materials, and move content through multistep processes. Once that happens, the danger is no longer limited to an inaccurate answer. An agent can select the wrong source, take unintended action, or advance scientific content without sufficient human review.

“Uncontrolled, unmonitored, and unverified agent use is becoming a serious risk in life sciences,” said Ome Ogbru, PharmD, founder and CEO of AINGENS, a life sciences AI company focused on governed scientific workflows. “An agent can assist with the work, but it cannot decide if the work is good enough, and it cannot own the human accountability behind it.”

AI Risk Is Moving from Wrong Answers to Wrong Actions

Adoption is moving faster than governance across many life science organizations. Recent NVIDIA survey of healthcare and life sciences organizations illustrates how quickly adoption is accelerating:

70% of respondents were actively using AI models.69% were using generative AI and large language models.47% were already using or assessing AI agents.

In pharmaceutical and biotechnology organizations, the leading reported agentic AI use cases were in literature review and data analysis.

McKinsey’s 2026 AI Trust Maturity Survey warned that organizations must account for systems taking unintended actions, misusing tools, or operating beyond proper guardrails. Only about 30% of surveyed organizations had reached higher maturity levels in strategy, governance and agentic AI controls, while nearly two-thirds cited security and risk concerns as the leading obstacle to scaling agentic AI.

“The word ‘agent’ can create the expectation that the system will deliver something ready to use,” Dr. Ogbru said. “But someone still has to define the task, select the evidence, validate the result, correct what is wrong, and approve what moves forward.”

Governance Must Be Built into the Scientific Workflow

Broad AI policies can establish organizational principles, but they cannot govern every scientific task in the same way. The controls required for literature retrieval may differ from those needed to draft a medical claim, create a presentation, or move approved content into another system.

Oversight should become stronger as the scientific, regulatory, clinical outcomes, and business consequences of a task increase. A formatting error can usually be corrected without affecting the substance of the work. A system that relies on outdated research, omits contradictory evidence, or applies the wrong data to a medical claim can create a far more serious problem, particularly if the material advances into external use before the mistake is identified.

Evidence-bound AI is one way to manage that risk. It requires users to define the knowledge the system should use rather than assuming it understands the scientific question, product, or organization. The system should remain within those sources, show what happened at each step, and indicate when the necessary data wasn’t provided. “If the evidence is not available, the system should be able to say, ‘I don’t have it,’ rather than reaching somewhere else for an answer,” Dr. Ogbru said.

Scientific AI Is More Than a Writing Tool

AINGENS developed the Medical Affairs Content Generator (MACg) to support regulated scientific and medical content workflows. The platform connects real-time PubMed search, literature summarization, evidence gathering, drafting, automatic citations, reference management, editing, collaboration, and presentation development inside one environment. MACg supports traceability and auditability of all outputs.

MACg includes agents that complete defined tasks based on user instructions, but it is not designed to operate as an autonomous decision-maker. Whether the work is ready to advance remains a decision for human experts, who must review the evidence trail and confirm that the required standards have been met. The platform supports the review and editing of generated content. The structure is intended to reduce manual work while preserving expert oversight over evidence choice, content generated, and final approval.

Scientific materials already require expert review, whether the first draft is produced manually or with AI assistance. The efficiency comes from reducing repetitive and laborious work at multiple steps in the workflow.

Mystery AI Is not an Option for Life Sciences Buyers

As scientific AI products multiply, life sciences organizations cannot evaluate them on model speed performance alone. They also need to know the source of the system’s evidence, whether it has been tested in the intended workflow, and whether its actions can be reconstructed when a claim, citation, or output is challenged. Just as important is how the system responds when evidence is incomplete, inappropriate, or outside its approved scope.

If a vendor does not reveal the AI models in their solution or cannot explain what is behind the product or show how an output was produced, the organization is being asked to accept risk it cannot measure. “‘Mystery AI’ should be a red flag for life sciences buyers,” Dr. Ogbru said. “In regulated scientific work, experts must be able to intervene, correct the record, and remain accountable for the outcomes. Evidence-bound AI is the right path forward.”

About AINGENS

AINGENS is a life sciences software company transforming how scientific and medical content is created in regulated healthcare environments. Founded by Ome Ogbru, PharmD, with more than 20 years of experience in pharma and biotech, the company combines deep life sciences expertise with advanced technologies to build integrated AI‑powered platforms that streamline some of the most time‑consuming steps in scientific, clinical, and medical workflows.

Its flagship platform, MACg (Medical Affairs Content Generator), is an end-to-end, evidence-based workspace that integrates real-time PubMed search, document-grounded reasoning, automated citation generation, drafting, slide generation and collaboration in a private, secure environment. By embedding traceability and source alignment directly into the workflow, AINGENS helps medical affairs and medical writing teams transform scientific evidence to publication and conference-ready content without compromising scientific rigor or regulatory integrity. Learn more at https://macg.ai.

References:

Asaftei, G. M., Roberts, R., Sticha, A., & Prinsen, C. (2026, March 25). State of AI trust in 2026: Shifting to the agentic era. McKinsey & Company. mckinsey.com/capabilities/tech-and-ai/our-insights/tech-forward/state-of-ai-trust-in-2026-shifting-to-the-agentic-eraCress, L. (2026, July 22). OpenAI says its AI went rogue and launched “unprecedented” cyber-attack. bbc.com/news/articles/c3ek3gvdnj3oGartner. (2026, May 26). Gartner says applying uniform governance across AI agents will lead to enterprise AI agent failure [Press release]. gartner.com/en/newsroom/press-releases/2026-05-26-gartner-says-applying-uniform-governance-across-ai-agents-will-lead-to-enterprise-ai-agent-failureNVIDIA. (2026). State of AI in healthcare and life sciences: 2026 trends [Survey report]. nvidia.com/content/dam/en-zz/Solutions/lp/survey-report/healthcare-state-of-ai-report-2026-4559650-web.pdf

Media Inquiries: 

Karla Jo Helms 

JOTO PR ™ 

727-777-4629 

Jotopr.com

View original content to download multimedia:https://www.prnewswire.com/news-releases/from-wrong-answers-to-wrong-actions-the-new-risk-of-agentic-ai-in-life-sciences-302834539.html

SOURCE AINGENS

Continue Reading

Technology

Technology Drives the Future of Travel: JETOUR Continues to Expand Its “Travel+” Ecosystem

Published

on

By

WUHU, China, Oct. 24, 2026 /PRNewswire/ — Expectations for travel are evolving: vehicles are no longer simply a means of reaching a destination, but travel companions that bring people closer to nature, serving as a “mobile third space.”

JETOUR continues to advance its “Travel+” strategy, integrating technological innovation, product development, and ecosystem building into real travel scenarios. From October 20 to 23, the 2026 JETOUR Global Technology Experience Day, themed “Future Travel Starts Now,” takes place across Wuhu, Anhui and Moganshan, Zhejiang, featuring technology experiences, on-road driving, outdoor living, and conservation activities.

Technological Innovation: Expanding the Possibilities of Travel

Backed by the Group’s expertise in AI, intelligent driving, smart cabins, and AiMOGA Robotics, JETOUR turns cutting-edge technology into experiences users can genuinely feel. The XWD Fully Automatic Intelligent 4WD, with 7+X one-touch modes, tackles mountain roads, gravel, and water crossings, while the GAIA All-Terrain Intelligent Architecture adapts to diverse terrain and C-DM hybrid technology balances performance with efficiency. On October 21, models with these technologies take on mountain-road test drives at Moganshan.

A Diverse Product Lineup: Enriching the Travel Experience

The G700 combines premium comfort with hardcore off-road capability, while the T1 and T2 suit both urban driving and light off-road adventures. Roof tents, onboard refrigerators, and other ecosystem equipment turn the vehicle into an all-round companion. JETOUR also hosts a camping market and a Starry Night Forum, bringing product features into real travel settings.

Ecosystem: Extending the Value of Travel

Travel is about understanding cultures and protecting nature as well as exploration. Participants visit Xiazhu Lake in Zhejiang for a crested ibis conservation initiative. Globally, JETOUR supports cheetah conservation in Africa, turtle conservation in Malaysia, harpy eagle conservation in Panama, and protection of Pakistan’s national animal, the markhor.

JETOUR has also partnered with Chile’s Colo-Colo, FIBA, and the Malaysia Marathon, broadening engagement with local culture, sport, and communities — giving “Travel+” an ever richer meaning.

JETOUR now joins travelers worldwide across city, mountain, and wetland, exploring new possibilities through the deeper integration of technology and travel.

ABOUT JETOUR

Launched in 2018, JETOUR follows the “Travel+” strategy and has entered over 100 countries and regions, with 2,000+ sales and after-sales outlets. Its lineup includes the T Series for light off-road and the G Series for the premium luxury off-road market, covering urban commuting, family road trips, outdoor camping, and long-distance journeys.

View original content to download multimedia:https://www.prnewswire.com/apac/news-releases/technology-drives-the-future-of-travel-jetour-continues-to-expand-its-travel-ecosystem-302918650.html

SOURCE JETOUR

Continue Reading

Technology

Technology Drives the Future of Travel: JETOUR Continues to Expand Its “Travel+” Ecosystem

Published

on

By

WUHU, China, Oct. 24, 2026 /PRNewswire/ — Expectations for travel are evolving: vehicles are no longer simply a means of reaching a destination, but travel companions that bring people closer to nature, serving as a “mobile third space.”

JETOUR continues to advance its “Travel+” strategy, integrating technological innovation, product development, and ecosystem building into real travel scenarios. From October 20 to 23, the 2026 JETOUR Global Technology Experience Day, themed “Future Travel Starts Now,” takes place across Wuhu, Anhui and Moganshan, Zhejiang, featuring technology experiences, on-road driving, outdoor living, and conservation activities.

Technological Innovation: Expanding the Possibilities of Travel

Backed by the Group’s expertise in AI, intelligent driving, smart cabins, and AiMOGA Robotics, JETOUR turns cutting-edge technology into experiences users can genuinely feel. The XWD Fully Automatic Intelligent 4WD, with 7+X one-touch modes, tackles mountain roads, gravel, and water crossings, while the GAIA All-Terrain Intelligent Architecture adapts to diverse terrain and C-DM hybrid technology balances performance with efficiency. On October 21, models with these technologies take on mountain-road test drives at Moganshan.

A Diverse Product Lineup: Enriching the Travel Experience

The G700 combines premium comfort with hardcore off-road capability, while the T1 and T2 suit both urban driving and light off-road adventures. Roof tents, onboard refrigerators, and other ecosystem equipment turn the vehicle into an all-round companion. JETOUR also hosts a camping market and a Starry Night Forum, bringing product features into real travel settings.

Ecosystem: Extending the Value of Travel

Travel is about understanding cultures and protecting nature as well as exploration. Participants visit Xiazhu Lake in Zhejiang for a crested ibis conservation initiative. Globally, JETOUR supports cheetah conservation in Africa, turtle conservation in Malaysia, harpy eagle conservation in Panama, and protection of Pakistan’s national animal, the markhor.

JETOUR has also partnered with Chile’s Colo-Colo, FIBA, and the Malaysia Marathon, broadening engagement with local culture, sport, and communities — giving “Travel+” an ever richer meaning.

JETOUR now joins travelers worldwide across city, mountain, and wetland, exploring new possibilities through the deeper integration of technology and travel.

ABOUT JETOUR

Launched in 2018, JETOUR follows the “Travel+” strategy and has entered over 100 countries and regions, with 2,000+ sales and after-sales outlets. Its lineup includes the T Series for light off-road and the G Series for the premium luxury off-road market, covering urban commuting, family road trips, outdoor camping, and long-distance journeys.

View original content to download multimedia:https://www.prnewswire.com/apac/news-releases/technology-drives-the-future-of-travel-jetour-continues-to-expand-its-travel-ecosystem-302918650.html

SOURCE JETOUR

Continue Reading

Technology

Best AI Tools for Marketing Content (2026): CapCut Recognized for Faster AI-Powered Video and Image Creation by Better Business Advice

Published

on

By

NEW YORK, Oct. 24, 2026 /PRNewswire/ — Better Business Advice has recognized CapCut in its 2026 coverage of the best AI tools for marketing content, highlighting its collection of AI-powered features for creating and editing videos, images, audio, and other campaign assets. The recognition reflects growing interest in tools that help transform creative concepts into usable marketing materials while reducing the manual work involved in production.

Best AI Marketing Tools

Seedance 2.0 – an AI video generation model that creates videos from text prompts or imagesSeedream – an AI image generation model that creates high-quality visuals from text prompts

AI-powered content creation is changing how businesses develop digital marketing campaigns. From promotional videos and product imagery to social media graphics and branded audio, organizations face growing demand for creative assets across multiple digital channels. Tools that simplify production and support faster experimentation are becoming an increasingly important part of modern marketing workflows.

CapCut offers a range of AI-assisted capabilities covering several stages of content creation. These include text-based video generation, AI image generation, background removal, image expansion, music generation, and photo animation. Together, the tools provide options for producing marketing assets for social media, digital advertising, product promotions, and other online campaigns.

AI Video Generation Supports Promotional Campaigns

Video is an important format for communicating product information, presenting services, and building audience engagement. However, producing video content regularly can require significant planning, editing, and creative resources.

CapCut’s Seedance 2.0 AI video generator supports prompt-based video creation. Users can describe a creative concept and generate video content that serves as a starting point for further development.

The capability can support promotional videos, product showcases, educational content, and social media campaigns. It also gives creators a way to explore different visual approaches during the planning stage before refining the selected direction.

For businesses producing content across multiple channels, AI-assisted video generation can help reduce the effort required to develop initial concepts. Generated material can then be reviewed and edited to align with campaign objectives, brand guidelines, and platform requirements.

Image Generation Helps Develop Marketing Concepts

Visual assets influence how products, services, and campaigns are presented to audiences. Developing suitable imagery often involves several rounds of brainstorming and creative testing before a final direction is selected.

CapCut’s Seedream AI image generator enables users to create images from text prompts. The tool can support concept drafts, campaign planning, and experimentation with different visual styles.

For example, a seasonal marketing campaign may require several approaches to backgrounds, compositions, and visual themes. AI-generated drafts can help illustrate those options before resources are committed to final production.

CapCut’s GPT Image 2 provides another option for generating images from natural language instructions. The feature can support the development of promotional graphics, campaign imagery, and other visual assets.

These tools help shorten the early stages of creative development by making it easier to turn written ideas into visual references. Human review remains important to ensure the resulting assets accurately represent the product and meet the campaign’s requirements.

Image Editing Simplifies Asset Preparation

AI image generation is only one part of preparing content for publication. Existing photographs and graphics often need adjustments before they can be used across marketing channels.

CapCut’s AI background removal tool helps separate subjects from their original backgrounds. This can be useful when preparing product images, promotional graphics, and other assets that require a different visual setting.

The AI Image Extender addresses the challenge of adapting images to different layouts. By generating content beyond an image’s original boundaries, the tool can help users adjust compositions for different formats without relying entirely on cropping or stretching.

These capabilities can support the preparation of visuals for social media posts, website banners, digital advertisements, and product promotions. They also provide options for repurposing existing creative assets instead of producing entirely new images for every placement.

AI Audio and Photo Animation Expand Creative Options

Marketing content often combines visuals, movement, and sound to communicate a message. Producing these elements separately can add complexity to the creative process.

CapCut’s SeedMusic AI audio generator supports AI-assisted music creation based on creative prompts. Generated music can be used as a starting point for videos, promotional campaigns, and other multimedia projects, subject to appropriate review and usage requirements.

The platform’s Photo-to-3D tool offers another way to adapt still images into more dynamic visual content. This capability can help transform existing photography into animated presentations for product showcases, social media, and digital promotions.

By supporting audio creation and image animation alongside video and image tools, CapCut provides additional options for developing varied marketing materials.

A Connected Workflow for Marketing Content

CapCut’s collection of AI-powered features supports several stages of campaign production within one creative environment. A project could begin with concept images generated through Seedream, followed by visual development with GPT Image 2. Background removal and image expansion can then help prepare assets for different placements.

Selected visuals can be incorporated into video projects using Seedance 2.0, while SeedMusic offers an option for developing accompanying audio. Photo-to-3D can provide another format for repurposing existing images.

Not every campaign requires all these capabilities. Their practical value depends on the content format, production requirements, and intended audience. Reviewing generated assets for accuracy, visual consistency, and suitability remains essential before publication.

Better Business Advice’s recognition of CapCut reflects the growing role of AI-assisted production in digital marketing. As businesses continue to develop content for multiple channels, tools that support video creation, image generation, editing, and multimedia production can help simplify creative workflows while leaving room for human direction and quality control.

The full article can be read at the Better Business Advice website.

About CapCut

CapCut is an AI-powered photo and video editing platform designed to make high-quality video creation accessible across devices. The platform supports creators, businesses, and everyday users with tools for video editing, AI video generation, captions, templates, audio, and visual editing. CapCut is available across mobile, web, desktop, and iPad experiences, helping users create, edit, and prepare video content for social media, marketing, education, and personal projects.

About Better Business Advice: Better Business Advice covers the news and strategies driving modern business success. The information provided by Better Business Advice does not, and is not intended to, constitute legal advice; instead, all information, content, and materials are for general informational purposes only. As an affiliate, Better Business Advice may earn commissions from services mentioned in the links provided.

View original content:https://www.prnewswire.com/news-releases/best-ai-tools-for-marketing-content-2026-capcut-recognized-for-faster-ai-powered-video-and-image-creation-by-better-business-advice-302918030.html

SOURCE BetterBusinessAdvice.com

Continue Reading

Trending