🧠 Machine learning finally scales virus classification

🦾Plus: You Can Now Tune ChatGPT’s Personality

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Hey folks! Let’s get into Big Data and AI craziness…

In today's edition: What's Shaping the Future of Data?

  • šŸ“ˆTop Artificial Intelligence Statistics for 2026

  • 🧠Andrej Karpathy’s 2025 LLM Year in Review

  • šŸ—„ļøTop 5 Vector Databases for High-Performance LLM Applications

  • šŸ”¬ DeepMind Opens Gemma’s Black Box

  • šŸ¤–Anthropic pairs Opus 4.5 gains with ā€˜Bloom’ safety framework

  • šŸ’” AI Tutorial:Schedule meetings faster in Gmail using AI

  • šŸ¤– AI Tools and Data Tools to checkout

Although virus ecogenomics has expanded access to and understanding of the virosphere, existing classification tools lack taxonomic resolution and are unable to scale to modern discovery-based datasets or classify previously unknown sequence space. Here we develop vConTACT3—a machine learning-based tool that improves scalability and accuracy of virus taxonomy.

What investment is rudimentary for billionaires but ā€˜revolutionary’ for 70,571+ investors entering 2026?

Imagine this. You open your phone to an alert. It says, ā€œyou spent $236,000,000 more this month than you did last month.ā€

If you were the top bidder at Sotheby’s fall auctions, it could be reality.

Sounds crazy, right? But when the ultra-wealthy spend staggering amounts on blue-chip art, it’s not just for decoration.

The scarcity of these treasured artworks has helped drive their prices, in exceptional cases, to thin-air heights, without moving in lockstep with other asset classes.

The contemporary and post war segments have even outpaced the S&P 500 overall since 1995.*

Now, over 70,000 people have invested $1.2 billion+ across 500 iconic artworks featuring Banksy, Basquiat, Picasso, and more.

How? You don’t need Medici money to invest in multimillion dollar artworks with Masterworks.

Thousands of members have gotten annualized net returns like 14.6%, 17.6%, and 17.8% from 26 sales to date.

*Based on Masterworks data. Past performance is not indicative of future returns. Important Reg A disclosures: masterworks.com/cd

In the ever-evolving landscape of technology, Artificial Intelligence (AI) stands as a beacon of innovation, transforming industries and shaping the future. As we step into 2026, let’s delve into the latest AI statistics that illuminate the current state and trajectory of this powerful technology.

2025 has been a strong and eventful year of progress in LLMs. The following is a list of personally notable and mildly surprising "paradigm changes" - things that altered the landscape and stood out to me conceptually.

This article covers the top five vector databases for production LLM applications. We’ll explore what makes each unique, their key features, and practical learning resources to help you choose the right one.

Google are releasing Gemma Scope 2: a comprehensive, open suite of interpretability tools for all Gemma 3 model sizes, from 270M to 27B parameters. These tools can enable us to trace potential risks across the entire "brain" of the model.

Q4 is the perfect window to turn this year’s numbers into a clear, actionable forecast aligned with your goals. Set your business up for a stronger 2026 with BELAY’s new guide.

šŸ‘Øā€šŸ’» Data Tools, Libraries

C1 by Thesys - Turn n8n workflows into intelligent AI apps. From chatbots to AI agents for research, analytics or automation, no coding and no changes to your workflow logic. Thesys is the UI your n8n workflows have been missing.

precloud
An open source command line interface that runs checks on infrastructure as code to catch potential deployment issues before deploying. 

OTF
An open source alternative to terraform enterprise.

kysely
A type-safe typescript SQL query builder.

AI News:

OpenAI is rolling out new personalization options that let users fine-tune how ChatGPT sounds and behaves. You can choose more or less warmth and enthusiasm, control emoji use, and tweak how often headers and lists appear. Users can pick preset personalities like professional or friendly. Email workflows are smoother too, with direct formatting inside chat and the ability to highlight text and request targeted edits without rewriting prompts.

Banish bad ads for good

Your site, your ad choices.

Don’t let intrusive ads ruin the experience for the audience you've worked hard to build.

With Google AdSense, you can ensure only the ads you want appear on your site, making it the strongest and most compelling option.

Don’t just take our word for it. DIY Eule, one of Germany’s largest sewing content creators says, ā€œWith Google AdSense, I can customize the placement, amount, and layout of ads on my site.ā€

Google AdSense gives you full control to customize exactly where you want ads—and where you don't. Use the powerful controls to designate ad-free zones, ensuring a positive user experience.

Kuaishou has rolled out two updates for Kling 2.6 focused on sound and movement. Voice control lets creators generate spoken dialogue, narration, singing, and scene audio directly inside text to video workflows. Users can upload a voice or train one for reuse across multiple clips.

We're releasing Bloom, an open source agentic framework for generating behavioral evaluations of frontier AI models. Bloom takes a researcher-specified behavior and quantifies its frequency and severity across automatically generated scenarios. Bloom's evaluations correlate strongly with our hand-labeled judgments and we find they reliably separate baseline models from intentionally misaligned ones.

Tesla won its fight over Elon Musk's record-breaking pay package approved by shareholders in 2018. The Delaware Supreme Court said the lower court's ruling would have deprived Musk of compensation for several years of work, so he should get the full pay package. Musk's 2018 stock options have grown in value to $139 billion

Alphabet-owned Waymo temporarily suspended its driverless taxi service in San Francisco on Saturday after a citywide power outage left several vehicles stalled and blocking intersections. The company restored operations Sunday once power returned to affected areas.

AI Tutorial

Schedule meetings faster in Gmail using AI

  1. Open Gmail and reply to an email about setting up a meeting.

  2. When Gmail detects that you’re trying to arrange a meeting, the dedicated ā€œHelp me scheduleā€ button will appear. Click on it in the reply box.

  3. Gmail’s AI checks the email and your Google Calendar.

  4. It suggests time slots that actually fit your schedule.

  5. Choose the times you want and add them to the email.

  6. Make quick edits if needed (time length, location, etc).

Know what works before you spend.

Discover what drives conversions for your competitors with Gethookd. Access 38M+ proven Facebook ads and use AI to create high-performing campaigns in minutes — not days.

šŸ”„Top AI tools to increase productivity: 

  1. Alice - A native app that offers fast and reliable experience with models (OpenAI, Perplexity, Claude and more)

  2. Linktopia - Community link-building for bloggers, entrepreneurs and startup brands to grow  

  3. VerifactAI is an AI fact-checking tool that allows you to fact-check your articles within a minute.

  4. Undress AI Tool is a website that offers a deepnude application, allowing users to create modified images

  5. Screenloop is the ultimate Talent Operations Platform, seamlessly integrating a next-gen ATS

  6. Postlyy - All in one platform to create, schedule, and analyze content on X and LinkedIn

  7. Auto Streamer, your digital alchemist turning ideas into engaging learning experiences

  8. BeeDone is an innovative productivity app that marries AI technology with the art of gamification

View our database of all the best AI tools for your needs: aitoolsup.com

Have cool resources to share? Submit AI tool

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šŸ‘€ Beyond The Dune

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