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Northrop Grumman's new generation of robots designed to keep satellites operational longer is replacing its predecessor. The Mission Robotic Vehicle (MRV), equipped with advanced robotic arms, and three smaller Mission Extension Pods (MEPs) were launched in July. These spacecraft will autonomously dock with aging satellites like Optus' 2009 model, extending their lifespan by years. This technology could revolutionize satellite maintenance, making space more sustainable.
Twitch is using creators' audio and video content to train Amazon's generative AI models by default. This move has sparked concerns among users who fear their content might be used without explicit permission. The platform's community, which is largely opposed to the use of generative AI, must manually opt out through channel settings. Twitch addressed these concerns in a live Q&A session with nearly 3,000 attendees, acknowledging potential backlash from its user base. Let's dive deeper…
In today's ContentBuffer update:
Grubhub Settles Lawsuit, Payouts to Over 640K Consumers
Cognition Aims for $40B Valuation in Upcoming Fundraise
AI Researchers Clash Over Open-Weight Model Control
Thrive Holdings raises $2 billion to expand AI into physical assets
5 new AI tools & 5 new AI jobs
More tech news
Latest Development
Image source: techcrunch.com
Summary: Northrop Grumman's MRV and MEPs are set to extend the life of aging satellites, potentially saving millions in replacement costs. The robots will autonomously dock with satellites like Optus' 2009 model by 2027.
Key Points:
Four spacecraft launched on a SpaceX Falcon 9 rocket in July: MRV and three MEPs.
MRV uses robotic arms to attach one of the MEP pods to the Optus satellite in 2027.
MEVs have already extended the life of three customer satellites by up to six years since 2019.
Optus' satellite, launched in 2009 for a 15-year lifespan, could stay operational for another six years with MRV and MEPs.
MRV is designed to be refueled in orbit, proving the concept of future in-orbit servicing capabilities.
Why it matters: If you're managing satellite fleets, Northrop's new robots extend satellite life by up to six more years. This could save millions on replacements and maintenance costs for aging satellites like Optus' 2009 model.
Image source: techcrunch.com
Summary: Twitch uses creators' content for AI training by default, but users can opt out via their channel settings. The company is bracing for community backlash over data privacy concerns.
Key Points:
By default, Twitch creator content trains Amazon's generative AI models; opt-out required to avoid usage
Creators must manually navigate security and privacy tab in channel settings to disable AI training option
Live Q&A session with nearly 3,000 users addressed concerns about data privacy and consent issues
Twitch acknowledges community opposition to generative AI use and is prepared for potential backlash
Meta uses public content from its platforms to train AI models; UK users can opt out of similar usage
Why it matters: If you're a Twitch creator, your content might already be training Amazon's AI without your knowledge. Opting out requires navigating complex settings and understanding privacy implications. This change affects how creators manage their data and trust in platform policies.
Image source: techcrunch.com
Summary: Grubhub settles a lawsuit over misleading claims, paying out $23.8 million to over 640K consumers. This impacts anyone who used Grubhub during the affected period.
Key Points:
Over 640,000 consumers will receive payouts from Grubhub's settlement with the FTC and Illinois Attorney General.
$23.79 million is being distributed to settle claims of misleading earnings and account restrictions by Grubhub.
Grubhub listed up to 325,000 restaurants not affiliated with the company to appear larger on its platform.
The settlement requires accurate advertising of potential driver earnings and easier access to accounts for customers.
Recipients will receive checks in the mail or payments through PayPal starting Wednesday.
Why it matters: If you're a Grubhub customer who faced account restrictions or were misled about earnings, this settlement could mean compensation. The FTC's actions also set a precedent for transparency and accountability in the food delivery industry.
Image source: techcrunch.com
Summary: Cognition seeks $40B valuation through new funding round; needs to nearly triple revenue to hit mark. Why it matters: Major enterprise adoption driving growth.
Key Points:
Cognition's latest funding round could value the company at $40 billion, up from a May raise of $1 billion at $26 billion.
To achieve this valuation, Cognition must reach a $1 billion annualized revenue run rate, compared to its current $492 million.
Devin, an AI agent used for long-tail grunt work, is seeing 50% month-over-month growth in enterprise usage.
Cognition's major clients include Mercedes-Benz, NASA, and Goldman Sachs, driving significant revenue growth.
The company aims to nearly triple its annualized revenue run rate to hit the $40 billion valuation.
Why it matters: If you're an enterprise looking for a way to automate repetitive tasks, Devin's rapid adoption among big names like Mercedes-Benz and NASA means it could be worth checking out. However, smaller businesses might want to wait until Cognition proves its economics work at lower usage levels.
Image source: techcrunch.com
Summary: AI experts at Ai4 debated open-weight models' impact on industry control and innovation. Andrew Ng warned against monopolization while others pushed for openness and competition.
Key Points:
Three respected researchers spoke out at the Ai4 conference in Las Vegas, Oct 2023
Andrew Ng worried about a few companies controlling AI progress and influencing rules
Open-weight models allow public access to trained model parameters, not just code
Hinton acknowledged open-weight models as a permanent fixture of AI development
Li argued for different layers of openness in the ecosystem rather than extremes
Why it matters: If you're developing with open-source AI tools, this debate affects your future. Andrew Ng's concern about monopolization could limit access to cutting-edge technology, impacting innovation and competition. Maintaining multiple competing providers ensures a diverse range of solutions.
Image source: techcrunch.com
Summary: Thrive Holdings raised $2B at a $12B valuation to expand AI into physical assets, leveraging OpenAI's expertise for regulatory services. This could revolutionize industries with heavy compliance needs.
Key Points:
Thrive Holdings secured $2 billion in funding from SoftBank, D1 Capital Partners, and Altimeter Capital.
The company has integrated AI into over 70 businesses across accounting and IT sectors.
Current, Thrive's accounting arm, processed more than 7,000 tax returns with 98% accuracy.
Shield, the IT division, reduced help desk resolution times by 36x using AI products.
Thrive plans to launch a new platform for regulatory services in built environments.
Why it matters: If you're dealing with complex regulatory processes in construction or manufacturing, Thrive's expansion into physical assets could streamline your workflows. For example, the company aims to automate research and reporting tasks, potentially reducing project delays due to bureaucratic hurdles.
New Tools & Job
MachineTranslation.com - MachineTranslation.com is an AI-powered translation platform that translates text and documents by comparing outputs from multiple leading AI translation models. Its consensus technology helps users choose the most accurate translation, reducing errors and improving quality across more than 330 languages. What it does Translates text and documents using AI. Compares translations from multiple AI models. Provides a consensus translation to improve accuracy. Supports 330+ languages. Helps users evaluate and refine translations. What makes it good Higher accuracy: Compares multiple AI translations instead of relying on a single model. Better quality: Consensus technology helps identify the strongest translation. Fast and easy: Delivers results in seconds with a simple interface. Broad language support: Covers over 330 languages. Useful for professionals and travelers: Suitable for business, marketing, legal, technical, and everyday communication.
Format Factory - Format Factory is a browser-based workbench for common audio and video conversion jobs. It supports batch processing for video and audio conversion, compression, merging, audio extraction, and audio removal, with transparent credits and temporary results. Try Format Factory for practical media conversion without installer bundles or per-file setup.
HappyHorse.AI - HappyHorse.AI is a multimodal AI video generator for creators, marketers, and social media teams. Users can create videos from text prompts, animate images, or generate videos from reference characters. The platform focuses on browser-based video creation and native audio support.
NeatScribe - NeatScribe is designed for anyone who needs to reuse information from recorded speech. It creates timestamped transcripts, supports translation, and exports results as text files, documents, subtitles, captions, or timed lyrics.
Sakana Marlin - Sakana Marlin is Sakana AI's first commercial product: an autonomous 'Ultra Deep Research' agent positioned as a Virtual Chief Strategy Officer. Given a research topic, Marlin works autonomously for up to roughly eight hours, forming hypotheses, gathering and reconciling information from online sources, and synthesizing a detailed strategy report up to ~100 pages plus executive-summary slides. It builds on Sakana AI research including AB-MCTS (NeurIPS 2025 Spotlight) and The AI Scientist (published in Nature). A closed beta ran from April 2026 with ~300 professionals across finance and consulting.
Machine Learning Engineer - Build and scale ML infrastructure, drive model performance, accelerate ML development.
Machine Learning Engineer Intern (Tinder) - Summer 2026 ML internship (Jun 1 - Aug 28) on Tinder's ML team; hybrid 3 days/week in Palo Alto.
Staff Machine Learning Engineer, Growth - Drive design and deployment of ML systems for user growth and monetization at Match Group (NYC).
AI Infrastructure Engineer - Build AI infrastructure at quantitative investment firm Capstone in New York.
AI Engineer I - Campus AI engineering role for Dec 2025 / May-June 2026 graduates in CS, AI, or ML.
QUICK HITS
Helix Gang Claims Uber Freight Data Breach - Helix hackers hit Uber Freight's logistics unit, exfiltrating data and demanding a ransom. Why it matters: These attacks are highly effective, targeting sensitive systems through social engineering.
Mesh Hits Android With AI-Powered CRM - Mesh rolls out its Android version with split-screen support and early access to Nexus AI for better networking management. Worth checking if you're an executive or business user on Android.
Sandbar Raises $23M for Voice Ring Stream - Sandbar raised $23M for its voice ring Stream, aiming to capture thoughts and ideas on the go. Listen to Equity podcast for more insights.
Tesla Plans $10B Solar Factory Southwest of Houston - Tesla plans a $10 billion solar panel factory near Houston to create jobs and boost manufacturing capacity. The project's success depends on tax incentives.
Form Energy Raises $750M for Iron-Air Batteries - Form Energy secures $750M for its long-duration iron-air batteries, attracting big names like Google and Xcel Energy. This could significantly impact future data center power bills.
Lovable Secures $400M Series C at $13B Valuation - Lovable secured a $400M Series C at a $13B valuation, driving its expansion in AI and cloud services. This is a major win for European tech.
THAT'S A WRAP
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Twitch now uses creators' content to train generative AI models, with opt-out as the only option. Creators worry about data privacy and usage without consent.
Yonsei is installing IBM's powerful Nighthawk Quantum Processor, supporting research and industrial projects. ORIENTOM and softwareQ also partner to develop quantum computing applications for finance.
Accel has closed a new $550 million fund focused on India, betting big on consumer internet, fintech, and advanced manufacturing. The firm sees AI as a horizontal technology driving these sectors.