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TechCrunchAug 22, 2026Business

Harvard’s $699 startup bootcamp offers AI avatars of its instructors

Harvard Business School has introduced AI-driven instructor avatars within its $699 HBS Foundry startup bootcamp. The synthetic avatars are deployed to simulate interactive scenarios, delivering automated feedback to participants during practice pitch sessions and simulated board meetings. The program represents an institutional deployment of generative persona modeling to scale interactive professional coaching at a lower price point than traditional executive education courses.

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TechCrunchAug 22, 2026Research

Inherent, founded by DeepMind alumni, says its AI ‘teammate’ just outperformed Anthropic and OpenAI at replicating research

British startup Inherent, founded by former Google DeepMind researchers, has introduced Faraday, an AI agent designed to replicate scientific research papers. The company claims the tool outperforms frontier models from OpenAI and Anthropic in scientific replication workflows. The system is positioned as an AI collaborator to accelerate scientific discovery and validate published findings, though the comparative performance metrics currently reflect vendor-reported evaluations rather than independent peer review.

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TechCrunchAug 21, 2026Research

Nvidia just showed that the harness, not the AI model, is now the real hero

Nvidia published research demonstrating that structured agent harnesses and targeted fine-tuning enable AI agents to perform reliably, even when powered by less capable underlying foundation models. The study highlights that execution scaffolding, guardrails, and task-specific tuning effectively prevent agent drift and hallucination during multi-step tasks. This approach demonstrates that engineering the surrounding software architecture can compensate for limitations in baseline model size and capability.

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AWS Machine LearningAug 21, 2026Enterprise

Agentic Data Operations Platform (ADOP): Data engineering into hours

AWS has published the Agentic Data Operations Platform (ADOP), a reference architecture built on Amazon Bedrock designed to automate enterprise data engineering workflows. According to AWS, the framework employs specialized AI agents to orchestrate the entire Bronze-to-Silver-to-Gold medallion pipeline lifecycle. The system aims to accelerate new data source onboarding from weeks to hours by delegating pipeline generation, transformation, and inline data governance checks to coordinated foundation model agents.

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