Wednesday, February 11, 2026

TL;DR

Today’s briefing covers 684 items from 13 sources. Top stories include: Amazon may launch a marketplace where media sites can sell their content to AI companies; ChatGPT’s deep research tool adds a built-in document viewer so you can read its reports; This Sequoia-backed lab thinks the brain is ’the floor, not the ceiling’ for AI.

Top Stories

Amazon may launch a marketplace where media sites can sell their content to AI companies

TechCrunch AI

A new report claims the e-commerce giant is looking to create a pipeline of licensable content between media publishers and AI companies.

ChatGPT’s deep research tool adds a built-in document viewer so you can read its reports

The Verge AI

OpenAI is updating ChatGPT’s deep research tool with a full-screen viewer that you can use to scroll through and navigate to specific areas of its AI-generated reports. As shown in a video shared by OpenAI, the built-in viewer allows you to open ChatGPT’s reports in a window separate from your chat,

This Sequoia-backed lab thinks the brain is ’the floor, not the ceiling’ for AI

TechCrunch AI

AI lab Flapping Airplanes just landed $180 million in seed funding from the likes of Google Ventures, Sequoia, and Index to do something most labs have quietly given up on: making models learn like humans instead of vacuuming up the internet. The founding team, made up of brothers Ben and

Vega raises $120M Series B to rethink how enterprises detect cyber threats

TechCrunch AI

Vega Security raised $120 million, bringing its valuation to $700 million, in a round led by Accel. The company aims to rethink how enterprises detect cybersecurity threats.

AI video startup Runway raises $315M at $5.3B valuation, eyes more capable world models

TechCrunch AI

Startup Runway has raised a $315 million round at a $5.3 billion valuation, funds it will use to expand beyond AI video generation and into world models.

Research Corner

Paper Source
TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Termi… arXiv AI
Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptat… arXiv AI
Adaptive Scaffolding for Cognitive Engagement in an Intelligent Tutoring System arXiv AI
RAPiD: Real-time Deterministic Trajectory Planning via Diffusion Behavior Pri… arXiv AI
SupChain-Bench: Benchmarking Large Language Models for Real-World Supply Chai… arXiv AI
W&D:Scaling Parallel Tool Calling for Efficient Deep Research Agents arXiv AI
NAAMSE: Framework for Evolutionary Security Evaluation of Agents arXiv AI
VGAS: Value-Guided Action-Chunk Selection for Few-Shot Vision-Language-Action… arXiv AI
Progressive Multi-Agent Reasoning for Biological Perturbation Prediction arXiv AI
Can LLMs Truly Embody Human Personality? Analyzing AI and Human Behavior Alig… arXiv AI

Industry Updates

News & Analysis

Deep Dive: Today’s AI Landscape

Synthesized from multiple research sources

On February 11, 2026, key AI announcements focus on pharmaceutical and clinical trial advancements rather than broad breakthroughs or product launches. Medidata announced enhancements to its AI platform, including Medidata AI Study Build, which uses generative AI to accelerate clinical study setups by configuring systems from study protocols, benefiting over 500 studies in the past decade.[2] Eli Lilly’s January collaboration with NVIDIA for a $1 billion co-innovation lab using BioNeMo and Vera Rubin architecture targets AI-driven drug discovery predictions, with TuneLab models applied operationally to prospective programs before synthesis.[1]

Other recent pharma-related developments include Bristol Myers Squibb’s (BMS) partnership with Insitro for AI-enabled reversion screening in AL

Sources:

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This newsletter is automatically generated by PAI using RSS aggregation and AI research tools. Sources include arXiv, HuggingFace, OpenAI, Google AI, MIT News, VentureBeat, and more.

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