Inflection AI vs WRITER

Building Inflection AI’s Multi-Speaker Capabilities with NVIDIA Nemotron Speech Open Models

Inflection AI announced a new blog post detailing its multi-speaker capabilities built with NVIDIA Nemotron Speech Open Models, published on Oct 28, 2026.

Open Safety Data for the Next Generation of Personal Intelligence

Inflection AI published a new blog post titled 'Open Safety Data for the Next Generation of Personal Intelligence' on Oct 21, 2026.

Alice Collaborates with Inflection AI and AI21 to Demonstrate NVIDIA Nemotron Open Models Can Be Trained for Frontier Safety

AI safety company Alice announced the results of two collaborations with Inflection AI and AI21 to train NVIDIA Nemotron open-source models for enterprise safety and security. Inflection AI fine-tuned NVIDIA Nemotron 3 Super 120B-A12B using Alice's red-teaming datasets, boosting Pi's alignment score by 30% with an unnecessary refusal rate of 1.6%. AI21 post-trained the NVIDIA Nemotron 3.5 Super VL model via Alice's RL environments, boosting resilience against indirect prompt injection by 41 points.

• Inflection AI fine-tuned NVIDIA Nemotron 3 Super 120B-A12B with Alice's red-teaming datasets, raising Pi's alignment score by 30% while limiting unnecessary refusals to 1.6%.
• Alice designed more than 20 personas representing vulnerable and adversarial users for multi-turn red-teaming exercises.
• AI21 used Alice's reinforcement-learning environments to post-train NVIDIA Nemotron 3.5 Super VL, increasing resilience to indirect prompt injection by 41 points.

AI Productivity Boom Doesn't Reach Customers, Research Finds

The article examines a paradox in enterprise AI adoption: while individual productivity gains are real, customer-facing value and ROI remain flat. Research from WRITER shows 5x productivity gains but only 29% significant ROI, with 39% lacking revenue plans. Qualtrics finds AI-powered customer service fails at nearly 4x the rate of other AI uses, and TELUS Digital reports only 32% of enterprises use AI quality assurance tools. Accenture data reveals 86% plan to increase AI investment despite low impact. The article argues that companies succeed by redesigning processes around AI and measuring customer outcomes, not just internal speed. It highlights a growing distrust of AI in customer experience, with data misuse and blocked human access as key concerns, and calls for leadership accountability in proving customer value from AI investments.

• WRITER's 2026 survey (2,400 executives/employees) found individual AI users achieve ~5x productivity, yet only 29% of organizations see significant ROI.
• Qualtrics' 2026 research (20,000 consumers, 14 countries) shows AI-powered customer service fails at nearly 4x the rate of other AI applications.
• TELUS Digital/Ryan Strategic Advisory found only 32% of enterprises use AI-powered quality assurance and coaching tools.

Introducing Enterprise Brain: The shared GTM context layer, for an always-on customer journey that’s distinctly yours

On September 9, 2026, WRITER launched Enterprise Brain, a shared go-to-market context layer designed to give AI agents company-wide context across marketing, sales, and revenue organizations. The system combines team-level Agent Memory with governed brand, content, and compliance standards, and integrates with WRITER Meet, Slack, and Microsoft Teams. Agent Memory, WRITER Meet, and WRITER for Slack are live for all customers, while WRITER for Microsoft Teams is in early access. WRITER says the feature requires no engineering setup and is intended to help enterprises differentiate through proprietary brand and customer knowledge rather than raw model intelligence.

• On September 9, 2026, WRITER launched Enterprise Brain, a shared GTM context layer for AI agents across the entire marketing and revenue organization.
• Enterprise Brain captures two kinds of company context: what teams learn as they work and established guidelines such as brand guidelines, approved content libraries, and compliance/legal policies.
• Agent Memory, WRITER Meet, and WRITER for Slack are now live for all customers; WRITER for Microsoft Teams is available in early access.