Google launches Gemini 3 Deep Think ‍🤖

🦾Plus: 🤝 Anthropic signs $200M AI Deal with Snowflake

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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?

  • 🤝How can software engineers and data scientists work together?

  • 💬Anthropic Interviewer: an AI that interviews humans about AI

  • 🧠Titans + MIRAS: Helping AI have long-term memory

  • 🤖Improving Cursor’s agent for OpenAI Codex models

  • ⚖️ EU investigates Meta over WhatsApp AI ban

  • 🌎 Meta's Zuckerberg Plans Deep Cuts for Metaverse Efforts

  • 💡 AI Tutorial:How To Create An SEO/AEO Agent For Your Business

  • 🤖 AI Tools and Data Tools to checkout

Google has introduced a new “Deep Think” mode for Gemini Ultra subscribers, built on the Gemini 3 model. Instead of replying quickly, the system takes extra time to explore multiple solution paths in parallel before giving an answer. Google says it’s meant for tougher work like math-heavy reasoning, scientific problems, and complex coding, not simple writing tasks. The feature builds on the earlier Gemini 2.5 Deep Think model, which performed well on Olympiad-style math and major programming benchmarks.

From Hype to Production: Voice AI in 2025

Voice AI has crossed into production. Deepgram’s 2025 State of Voice AI Report with Opus Research quantifies how 400 senior leaders - many at $100M+ enterprises - are budgeting, shipping, and measuring results.

Adoption is near-universal (97%), budgets are rising (84%), yet only 21% are very satisfied with legacy agents. And that gap is the opportunity: using human-like agents that handle real tasks, reduce wait times, and lift CSAT.

Get benchmarks to compare your roadmap, the first use cases breaking through (customer service, order capture, task automation), and the capabilities that separate leaders from laggards - latency, accuracy, tooling, and integration. Use the findings to prioritize quick wins now and build a scalable plan for 2026.

Both data scientists and engineers must be responsible for the issue and must try to solve the issue at any step of the work. Continuous communication ensures that possible discrepancies are recognized in the early stage.

Anthropic has built a new tool called Anthropic Interviewer that uses Claude to run large numbers of automated interviews and study how people actually use AI at work. In its first test, the system interviewed 1,250 professionals across three groups: general workers, creatives, and scientists. Most people said AI saves them time, but many also feel stigma, anxiety, or trust issues.

Google Research presents Titans at NeurIPS with a clear technical challenge in view: modern models process long sequences, yet efficiency drops sharply once contexts pass a few million tokens. Titans introduces a new approach. It uses a long-term memory module that updates during inference and supports contexts beyond 2 million tokens without relying on full attention.

Cursor integrates with all frontier AI models for coding. Each model requires specific instructions and tweaks to our agent harness to improve output quality, prevent laziness, efficiently call tools, and more. We’ve been partnering with OpenAI to make their models available to developers with Cursor’s agent. This post will cover how we’ve updated our agent harness to support their latest frontier coding model GPT-5.1-Codex-Max.

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.

👨‍💻 Data Tools, Libraries

DwarFS is a read-only file system with very high compression ratios for very redundant data.

kvass is a personal key-value store.

think-cell integrates seamlessly with Microsoft Office on both Windows and Mac. Secure architecture ensures deployment is fast and reliable, so your teams can start maximizing their productivity immediately.

AI News:

Anthropic has signed a $200M multi-year partnership with cloud data company Snowflake to integrate its Claude models directly into the Snowflake Intelligence platform. The agreement makes Anthropic's latest models, including Claude Sonnet 4.5 and Opus 4.5, available to Snowflake's extensive customer base.

Banish bad ads for good

Google AdSense's Auto ads lets you designate ad-free zones, giving you full control over your site’s layout and ensuring a seamless experience for your visitors. You decide what matters to your users and maintain your site's aesthetic. Google AdSense helps you balance earning with user experience, making it the better way to earn.

The European Commission launched an antitrust investigation into Meta's policy change that bans rival AI chatbots from WhatsApp, while allowing Meta AI to operate on the platform. The October policy change, effective January, prohibits general-purpose AI chatbots like ChatGPT, Perplexity, and Poke from using WhatsApp's business API.

Amazon drew long lines at its annual AWS conference with an interactive fragrance lab. The exhibit was designed to showcase the broad applications of its generative AI software, allowing attendees to create personalized perfumes using its SageMaker services.

Warner Bros. Discovery (WBD) is moving forward with exclusive deal talks with Netflix. Netflix offered WBD $30 a share for the studio and streaming assets. The deal includes a $5 billion break-up fee. Netflix obtaining WBD's assets could dramatically reshape the entertainment landscape and give Netflix even more power over Hollywood.

Meta is expected to meaningfully cut resources to the metaverse project, an effort once framed as the future of the company. Executives are considering potential budget cuts as high as 30% for the metaverse group next year. This will likely include layoffs. The savings are expected to funnel towards other projects within Meta's Reality Labs division.

AI Tutorial

How To Create An SEO/AEO Agent For Your Business

  • Onboard to Searchable

  • Input your competitors

  • Go to Account > Manage Account > Integrations > Connect your Google Search Console and Google Analytics

  • Go to Prompts > Your Prompts > +Create Prompts to create your prompts

  • Your agent will now have accurate context for your business and goals

Ask your agent: “Analyze my Google Search Console and analytics and my competitors and tell me what additional prompts I should be considering trying to appear for”

  • Ask your agent to come up with a strategy for you, research keywords, and research how to improve your traffic. The agent is trained on your brand now

74% of Companies Are Seeing ROI from AI.

Incomplete data wastes time and stalls ROI. Bright Data connects your AI to real-time public web data so you launch faster, make confident decisions, and achieve real business growth.

🔥Top AI tools to increase productivity: 

  1. Marblism generates a fully-functional web application from a single prompt:

  2. Clipwing A tool for cutting long videos into dozens of short clips

  3. aiPDF is an innovative, multi-modal tool designed to work with a wide array of inputs, including ebooks, web articles, YouTube videos, podcasts.

  4. podcast.ai, a podcast that is entirely generated by artificial intelligence

  5. Clipwing A tool for cutting long videos into dozens of short clips

  6. aiPDF is an innovative, multi-modal tool designed to work with a wide array of inputs, including ebooks, web articles, YouTube videos, podcasts.

  7. Verk- Hire AI employees to add more firepower to your team, who work 24/7 to do sales, be your personal assistant, do graphic designing and more

  8. Codetoflow enables you to understand the code in simple terms using a flowchart which enables you to understand the details

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

Have cool resources to share? Submit AI tool

A.I. Generated Image of the Day

👀 Rouge AI military base in brutalist style.

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