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MIT Unveils a Fine-Tuning Technique That Helps AI Models Retain Old Skills While Acquiring New Ones

MIT Unveils a Fine-Tuning Technique That Helps AI Models Retain Old Skills While Acquiring New Ones
  • Venturebeat
  • Posted by Venturebeat
February 12, 2026

MIT Unveils a Fine-Tuning Technique That Helps AI Models Retain Old Skills While Acquiring New Ones

MIT researchers developed self-distillation fine-tuning (SDFT), a novel method enabling large language models to learn new tasks without sacrificing previous skills. This technique outperforms traditional fine-tuning by creating a self-teaching loop, helping AI retain knowledge and adapt smoothly to new challenges, crucial for enterprise applications where defining rewards is tough. SDFT reduces the need for multiple specialized models, promising cost savings and practical AI evolution.

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NanoClaw: A Secure Next-Gen AI Framework Transforming OpenClaw’s Architecture and Powering Qwibit’s AI Agency
  • Venturebeat
  • Posted by Venturebeat
February 12, 2026

NanoClaw: A Secure Next-Gen AI Framework Transforming OpenClaw’s Architecture and Powering Qwibit’s AI Agency

NanoClaw is a secure, lightweight AI framework developed to address OpenClaw’s security issues by isolating agents in containers and drastically reducing code complexity. Designed by Gavriel Cohen, it supports customizable AI skills and is already powering the AI agency Qwibit, offering enterprises a transparent, auditable, and efficient path to safely deploy advanced AI technologies.

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The Great AI Shift: Why Professionals Are Leaving Their Careers Behind
  • The Guardian
  • Posted by The Guardian
February 12, 2026

The Great AI Shift: Why Professionals Are Leaving Their Careers Behind

AI advancements are forcing many white-collar professionals to leave their traditional careers and transition into trades with lower pay and different demands. Jacqueline Bowman's struggle highlights the human impact behind these changes, as job losses and shifts to AI-editing roles transform career landscapes.

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Runway Secures $315 Million Series E Funding at $5.3 Billion Valuation Led by General Atlantic
  • Crunchbase
  • Posted by Crunchbase
February 11, 2026

Runway Secures $315 Million Series E Funding at $5.3 Billion Valuation Led by General Atlantic

Runway, an AI video startup, has raised $315 million led by General Atlantic, boosting its valuation to $5.3 billion. The company creates AI-powered video tools used by film studios, marketing firms, and fintech clients. It plans to expand research and scale enterprise offerings amid a surge in investment in video AI technologies.

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Facebook Introduces AI-Powered Animated Profiles and Customizable Text Post Backgrounds
  • TechCrunch
  • Posted by TechCrunch
February 11, 2026

Facebook Introduces AI-Powered Animated Profiles and Customizable Text Post Backgrounds

Facebook's latest update incorporates AI technology to enhance user profiles with animated photos, offers new styling options for Stories and Memories, and enables background customization for text posts, enriching user interaction and content expression.

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Beyond Ads: How YouTubers Are Expanding Their Income Streams
  • TechCrunch
  • Posted by TechCrunch
February 11, 2026

Beyond Ads: How YouTubers Are Expanding Their Income Streams

YouTubers are increasingly diversifying their income beyond ad revenue, with side ventures that are sometimes outpacing their channel growth. This shift reflects a broader trend of creators becoming entrepreneurs and expanding their business models.

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Primary Ventures Secures $625M Fund V to Accelerate Seed-Stage Investments Nationwide
  • TechCrunch
  • Posted by TechCrunch
February 11, 2026

Primary Ventures Secures $625M Fund V to Accelerate Seed-Stage Investments Nationwide

Primary Ventures has closed a $625 million Fund V to support seed-stage startups across the U.S., marking an important achievement for the venture capital firm in expanding early-stage investment opportunities.

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Naboo Secures $70M Series B Funding to Revolutionize Corporate Event Procurement with AI
  • The Next Web
  • Posted by The Next Web
February 11, 2026

Naboo Secures $70M Series B Funding to Revolutionize Corporate Event Procurement with AI

Naboo, a Paris-based startup, raised $70 million in a Series B round led by Lightspeed Venture Partners to expand its AI-driven platform that simplifies corporate event planning and procurement. Founded in 2022, Naboo offers end-to-end management from venues to budgets, aiming to become essential for large companies.

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Databricks Achieves $5.4 Billion Revenue Run Rate, Secures $134 Billion Valuation Amid Strong Software Growth
  • The Next Web
  • Posted by The Next Web
February 11, 2026

Databricks Achieves $5.4 Billion Revenue Run Rate, Secures $134 Billion Valuation Amid Strong Software Growth

Databricks has reached a $5.4 billion annual revenue run rate, growing 65% year over year, and has secured a $134 billion valuation. The company's rapid growth and substantial funding showcase its leadership in the data and AI software industry, standing out in a market experiencing a slowdown.

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Budapest's Allonic Secures Record $7.2M to Revolutionize Robotics Hardware
  • The Next Web
  • Posted by The Next Web
February 11, 2026

Budapest's Allonic Secures Record $7.2M to Revolutionize Robotics Hardware

Allonic, a Budapest robotics startup, raised $7.2 million in the largest pre-seed round in Hungary, focusing on early-stage hardware innovation rather than AI, challenging European investment norms in robotics.

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Tem Secures $75M to Revolutionize Energy Trading with AI-Driven Platform
  • The Next Web
  • Posted by The Next Web
February 11, 2026

Tem Secures $75M to Revolutionize Energy Trading with AI-Driven Platform

Tem has raised $75 million in a Series B round led by Lightspeed Venture Partners, gaining a valuation exceeding $300 million. The funds will enable Tem to scale its AI-powered energy trading platform internationally, transforming a traditionally manual market by automating electricity transaction processes with machine learning.

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Shaping Your Brand's Story in the Era of Artificial Intelligence
  • The Next Web
  • Posted by The Next Web
February 11, 2026

Shaping Your Brand's Story in the Era of Artificial Intelligence

Earned media remains a trusted PR method, but rising AI technologies blur lines between organic and paid content, urging a reevaluation of traditional PR strategies to mitigate risks.

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Fitbit's AI Health Coach Now Accessible on iPhone for U.S. Users and More
  • The Verge
  • Posted by The Verge
February 11, 2026

Fitbit's AI Health Coach Now Accessible on iPhone for U.S. Users and More

Fitbit's AI health coach, powered by Gemini AI, expands to iPhone users in the U.S. and selected countries, offering personalized health routines through a revamped conversational app experience. Initially exclusive to Android in the U.S., this update enhances accessibility and customization for fitness goals.

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OpenAI Drops ‘io’ Branding for Upcoming AI Hardware
  • Wired
  • Posted by Wired
February 11, 2026

OpenAI Drops ‘io’ Branding for Upcoming AI Hardware

OpenAI will not use the “io” name for its AI hardware, as revealed in a trademark lawsuit filing. The AI device is anticipated to launch by 2027, marking a shift in the company's branding strategy for its hardware offerings.

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Easier Process Now Available to Remove Non-Consensual Explicit Images from Search
  • google
  • Posted by google
February 11, 2026

Easier Process Now Available to Remove Non-Consensual Explicit Images from Search

Google introduces a simplified tool for users to request the removal of non-consensual explicit images from search results, improving online safety and privacy with a more user-friendly process.

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Eight Influential Women Shaping the Future of AI, Robotics, and Automation
  • Silicon Republic
  • Posted by Silicon Republic
February 11, 2026

Eight Influential Women Shaping the Future of AI, Robotics, and Automation

Discover the stories of eight remarkable women who are making significant impacts in AI, robotics, and automation. Following their careers offers insights into the future of technology and innovation.

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Stripe's Latest Tender Offer Suggests Valuation of $140 Billion
  • Silicon Republic
  • Posted by Silicon Republic
February 11, 2026

Stripe's Latest Tender Offer Suggests Valuation of $140 Billion

Stripe, the Irish-born payments firm, was last valued at $107 billion in autumn but is now estimated at $140 billion based on a recent tender offer, signaling significant growth in its market value.

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Why Insurance Companies Should Reward Patients for Choosing Cost-Effective Healthcare
  • Stat
  • Posted by Stat
February 11, 2026

Why Insurance Companies Should Reward Patients for Choosing Cost-Effective Healthcare

Patients currently have little incentive to select cost-effective healthcare options because their expenses remain constant regardless of choice. By encouraging insurance companies to reward prudent health decisions financially, we can promote smarter healthcare consumption and reduce costs.

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How to Choose a PR Agency That Truly Drives Results
  • Entrepreneur
  • Posted by Entrepreneur
February 11, 2026

How to Choose a PR Agency That Truly Drives Results

Discover how to pick a PR agency that builds lasting trust and delivers measurable business impact by focusing on proven methods and accountability rather than mere exposure.

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The Hidden Risks of AI: Protect Your Data to Safeguard Your Business
  • Entrepreneur
  • Posted by Entrepreneur
February 11, 2026

The Hidden Risks of AI: Protect Your Data to Safeguard Your Business

AI systems are not yet capable of recognizing commands that might cause severe damage, making strict protections and recovery plans essential to prevent data loss and protect business integrity.

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