AI tools explained for people who use them.

Platform company Dataiku is repositioning as the "orchestration layer" that coordinates multiple AI agents across enterprise workflows. Reflects market consolidation around workflow automation and multi-agent coordination as the critical next layer.

New AI-powered search engine redesigns how users find and explore information. Different interaction model than traditional search. Early traction suggests alternatives to Google search are finally gaining adoption in 2026.

In February 2026, Norway's Government Pension Fund (one of world's largest) began using Claude AI to screen investments for ESG risks. Found issues faster than human teams. Signals enterprise adoption of Claude for critical financial workflows reaching institutional scale.

During a two-week Firefox security scan, Claude found over 100 bugs, of which 14 were high-severity. Demonstrates AI code review now rivals or exceeds human security researchers. Mozilla subsequently hired more AI-assisted review processes.

New tool uses Claude to scan codebases for security issues. Early enterprise customers report 40% reduction in manual security reviews. Reflects growing use of AI for cybersecurity and compliance tasks in 2026.

The latest model can process video, audio, and images simultaneously in real-time conversations. Early benchmarks show 40% improvement on complex reasoning tasks. Available to Plus subscribers immediately.

Claude can now process roughly 300,000 words in a single conversation — enough to analyze an entire codebase or book series. Enterprise customers report 60% fewer chunking workarounds.

The new model generates photorealistic video with consistent characters and physics. Film studios are testing it for pre-visualization. Pricing starts at $0.50 per second of generated video.

Speak in English, your colleague hears your cloned voice in Japanese. Supports 32 languages with sub-200ms latency. Free tier includes 10 minutes per month.

Not just images anymore. Generate fully textured 3D models from text prompts, ready for game engines and 3D printing. Beta access rolling out to annual subscribers first.

Describe your project goal and Notion AI generates tasks, timelines, dependencies, and assigns team members based on workload. Integrates with Slack and Linear.

Pixel and Samsung phones now run a compact AI model locally. Summarize emails, translate text, and draft replies completely offline. Privacy advocates call it a breakthrough.

Train Jasper once on your brand voice, and it applies consistently across blog posts, emails, social media, and ad copy. Early users report 75% reduction in editing time.

The new mobile feature transcribes regular phone calls (not just Zoom) with speaker ID and instant summaries. Sales teams are the target market — CRM integration included.

Natural language automation is here. Tell Zapier "when a customer emails about a refund, create a support ticket and notify the team" and it builds the entire workflow.

The acquisition brings state-of-the-art image editing AI, including real-time background replacement and style transfer that actually works on complex images.

A survey of 2,000 marketing professionals reveals AI adoption has tripled since 2024. Content creation and SEO optimization are the top use cases. Budget allocation for AI tools is up 150%.

Describe the B-roll you need and Descript generates matching stock-quality footage. Currently supports business, nature, and technology themes. Available on Pro plans.

New enterprise tier lets companies set writing rules, tone guidelines, and compliance requirements that Grammarly enforces across all employee writing. SOC 2 Type II certified.

Both platforms now let users ask questions about their data in plain English. Tableau's implementation handles more complex multi-table queries, but Power BI's is more accessible for beginners.