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Startup Sofa
  • Vetted
  • Growing a Business
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Spotlight: Four US Early Exploration Bets

Spotlight: Four US Early Exploration Bets

Four U.S. exploration companies are testing gold-copper, nickel-copper, phosphate and…
Nvidia Stock Falls: Reasons For The Recent Market Value Drop

Nvidia Stock Falls: Reasons For The Recent Market Value Drop

Nvidia closed at $168.89 on Nov. 10, down 29.4% from its Oct. 6 record close, amid…
Gemini 4 Carbon Launches With A Second-Place MKA Result

Gemini 4 Carbon Launches With A Second-Place MKA Result

Google opens Gemini 4 Carbon to paid users. It places second on the new MKA benchmark,…

Best PoE Switches for Security Cameras: The Capacity and Reliability Checklist

A comprehensive checklist of the best PoE switches ensures you choose reliable,…

10 Mobile Workstation Laptops For AI Engineering And Professional Work

A source-based guide to 10 mobile workstation options, their reported strengths and…
The Latest
  • Technology

What Should You Look For In An AI Gaming Laptop? 10 Picks For 2027

What Should You Look For In An AI Gaming Laptop? 10 Picks For 2027
A 2027 buyer’s guide compares 10 listed gaming laptops, their GPUs, screens and memory—and flags configurations that need verification.
  • Startup Sofa Team
  • November 11, 2026
View Post
  • Education

Small Museum Education: Making Exhibits Playful

Small Museum Education: Making Exhibits Playful
A proposal outlines low-cost, museum-specific learning games for small museums, with a three-site pilot to test visitor and funding results.
  • Thorsten Meyer
  • November 11, 2026
View Post
  • Technology

Weight Space Programming: What Happens When AI Works Inside AI?

Weight Space Programming: What Happens When AI Works Inside AI?
MIT researchers tested whether an AI can read, repair and write neural-network weights without training. Early results show both promise and limits.
  • Startup Sofa Team
  • November 11, 2026
View Post
  • AI Governance

Turning An AI Idea Into Production: A First Video’s Lessons

Turning An AI Idea Into Production: A First Video’s Lessons
A creator’s first AI-generated explainer fell flat. Measurements, code review and human approval shaped a better video and repeatable checks.
  • Startup Sofa Team
  • November 11, 2026
View Post
  • AI Governance

Did A Matrix Edit Help Qwen Escape Tabs In JSON? The Score Went 49 To 70

Did A Matrix Edit Help Qwen Escape Tabs In JSON? The Score Went 49 To 70
A GPT-6 Astra agent edited one Qwen model matrix; exact answers rose to 70 of 120 on a frozen synthetic test, while limits remain.
  • Startup Sofa Team
  • November 11, 2026
View Post
  • AI Governance

How Another AI Found Bugs In Claude’s Model Edit Despite Green Tests

How Another AI Found Bugs In Claude’s Model Edit Despite Green Tests
An independent GPT-6 Astra review found benchmark and weight-conversion faults despite green tests in a Claude-run model-edit experiment.
  • Startup Sofa Team
  • November 11, 2026
View Post
  • Technology

Zero Legal Score: The Key Result Of Our Home AI Editing Test

Zero Legal Score: The Key Result Of Our Home AI Editing Test
A home test of an edited local AI model raised completed Lexassay tasks from 4 of 10 to 10 of 10, but its legal score remained zero.
  • Startup Sofa Team
  • November 11, 2026
View Post
  • Technology

AI And N-central: Questions For Your IT Provider After The Offline Reports

AI And N-central: Questions For Your IT Provider After The Offline Reports
N-able disabled hosted N-central and urged on-premises users to shut down servers after a researcher published more than 30 alleged flaws.
  • Startup Sofa Team
  • November 10, 2026
View Post
  • Technology

Fireworks AI Breach: Review Your Data And Model Access

Fireworks AI Breach: Review Your Data And Model Access
Fireworks AI says its October security incident exposed billing data and, for some accounts, datasets, secrets and incomplete models.
  • Startup Sofa Team
  • November 10, 2026
View Post
  • Funding

Anthropic Sets A $70–$78 IPO Range—Here’s What The Filing Shows

Anthropic Sets A $70–$78 IPO Range—Here’s What The Filing Shows
Anthropic’s amended SEC filing sets a $70–$78 IPO range and details its share sale, financial results, infrastructure commitments and governance.
  • Startup Sofa Team
  • November 10, 2026
View Post
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Track all markets on TradingView
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Spotlight: Four US Early Exploration Bets
  • Funding

Spotlight: Four US Early Exploration Bets

Four U.S. exploration companies are testing gold-copper, nickel-copper, phosphate and…
  • Startup Sofa Team
  • November 11, 2026
Nvidia Stock Falls: Reasons For The Recent Market Value Drop
  • Money Finance

Nvidia Stock Falls: Reasons For The Recent Market Value Drop

Nvidia closed at $168.89 on Nov. 10, down 29.4% from its Oct. 6 record close, amid…
  • Startup Sofa Team
  • November 11, 2026
Gemini 4 Carbon Launches With A Second-Place MKA Result
  • Technology

Gemini 4 Carbon Launches With A Second-Place MKA Result

Google opens Gemini 4 Carbon to paid users. It places second on the new MKA benchmark,…
  • Startup Sofa Team
  • November 11, 2026
poe switches for security
  • Growing a Business

Best PoE Switches for Security Cameras: The Capacity and Reliability Checklist

A comprehensive checklist of the best PoE switches ensures you choose reliable,…
  • Startup Sofa Team
  • November 11, 2026
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Copyright © 2026 Startup Sofa Content on Startup Sofa is created and published using artificial intelligence (AI) for general informational and educational purposes. Affiliate disclaimer As an affiliate, we may earn a commission from qualifying purchases. We get commissions for purchases made through links on this website from Amazon and other third parties.