- Big Data News Weekly
- Posts
- š§ Anthropic Launches Claude Opus 4.7
š§ Anthropic Launches Claude Opus 4.7
š¦¾Plus: š§° OpenAIās superapp shift with Codex update

Hey folks! Letās get into Big Data and AI crazinessā¦
In today's edition: OpenAI built a model specifically for scientific research. Perplexity wants to take over your Mac Mini. Big moves across the whole AI stack š
āļøBest 7 Cloud Architecture Design Platforms
š¤Components of A Coding Agent
š¾Succinct Data Structures: Cramming 80,000 words into a Javascript file
šUniGeoCLIP - Unified Geospatial Contrastive Learning
š„ļø Perplexity Wants Your Mac Mini
𧬠OpenAIās first science domain-specific model
š” AI Tutorial:How to use the Upwork app in ChatGPT
š¤AI Tools and Data Tools to checkout

Anthropic just dropped its latest AI model, Claude Opus 4.7, its most powerful generally available model. The new model comes amidst news of its Claude Mythos Preview, the advanced latest offering that the company rolled out tt a select group of companies as part of a new cybersecurity initiative. The model is available across all major cloud platforms, with API pricing at $5/$25 per million tokens.
In a World of AI Agents: Intent > Identity
AI-powered bots arenāt just logging in anymore. Theyāre mimicking real users, slipping past identity checks, and scaling attacks faster than ever.
Thousands of companies worldwide trust hCaptcha to protect their online services from automated threats while preserving user privacy.
Now is the time to take control of your security.

Designing cloud architecture is no longer just a diagramming exercise. For most organizations, it now involves workload placement, cost awareness, governance, environment consistency, deployment readiness, and the ability to make sound decisions before infrastructure changes ripple through production.

In this article, I want to cover the overall design of coding agents and agent harnesses: what they are, how they work, and how the different pieces fit together in practice. Readers of my Build a Large Language Model (From Scratch) and Build a Large Reasoning Model (From Scratch) books often ask about agents

Letās continue our short tour of data structures for storing words. Today, we will over-optimize John Resigās Word Game. Along the way, we shall learn about a little-known branch of computer science, called succinct data structuresā¦.

Geospatial understanding requires reasoning across fundamentally different kinds of data -- a satellite view from above, a street photo at ground level, a 3D elevation map, a text description of a neighborhood, and a pair of GPS coordinates. These modalities are complementary: each one captures something the others missā¦UniGeoCLIP is the first contrastive framework to jointly align all five modalities into a single unified embedding space
The World's Biggest Dev Event Hits Silicon Valley
From AI and cloud to DevOps and security ā WeAreDevelopers World Congress brings the entire modern stack to San Jose. 500+ speakers. 10,000+ developers. One epic September. Use code GITPUSH26 for 10% off.
šØāš» Data Tools, Libraries
docker-pgautoupgrade
A PostgreSQL Docker container that automatically upgrades your database.
Lets-Plot
An open-source plotting library for statistical data.
pg_embedding
Hierarchical Navigable Small World (HNSW) algorithm for vector similarity search in PostgreSQL.
dt
duct tape for your unix pipes.
AI News:

OpenAI just updated its Codex platform, shifting it from a coding agent to a cohesive ChatGPT + Atlas + Codex app with features like background computer use, parallel agents, an in-app browser, image generation, and more. Background computer use lets Codex operate any Mac app on its own, with several agents also able to work at once, even in apps without APIs.
Accio Work: Your Business, On Autopilot
Run your business effortlessly with Accio Work. Our specialized AI agents handle sourcing, supplier deals, store management, and marketingāall automatically. Backed by Alibaba.comās vast product network, execution is fast and reliable. Skip the complexityāget results instantly while staying in full control of your growth.

DeepL, a translation company best known for its text tools, released a voice-to-voice translation suite today that covers use cases like meetings, mobile and web conversations, and group conversations for frontline workers through custom apps. The company is also releasing an API that lets outside developers and businesses build on top of DeepLās tech for customized use cases, such as call centers.

Major players are making major moves. Stellantis and Microsoft just announced a five-year strategic collaboration to co-develop AI, cybersecurity, and engineering capabilities as the automaker accelerates its digital transformation. More than 100 AI initiatives are planned under the deal including in customer care, product development, and operations.
š„ļø Perplexity Wants Your Mac Mini

Personal Computer turns a dedicated Mac Mini into an always-on digital worker that orchestrates 20 models against your local files, apps, and sessions, controllable from anywhere. Available now to Max users.

OpenAI launched GPT-Rosalind, the first model in a new life sciences series built for drug discovery and biological research, and the company's first real step into domain-specialized reasoning ā following Tuesday's GPT-5.4-Cyber. Rosalind can read scientific papers, query lab databases, design experiments, and generate biological hypotheses, simplifying the research process
You canāt be everywhere at once ā but your marketing can.
With Constant Contactās automation tools, your emails, texts, and offers go out at the right time, every time ā without you having to lift a finger.
Want to show your customers you care about them? Use an automaton template to send birthday messages. Working on driving sales? Set up an abandoned cart email automation to gently urge almost-shoppers to become actual shoppers. Looking to bring lapsed customers back into the fold? Send automations with offers and promos to entice them to buy again. You can even create custom automation paths that work best for your business.
It couldnāt be easier. Just set up automatic triggered messages based on your customersā behavior, and watch those messages run while you focus on everything else.
AI Tools Up, if youāre ready to save time and put pesky administrative tasks on autopilot, give Constant Contactās marketing automation tools a try.
AI Tutorial
How to use the Upwork app in ChatGPT

Last week, Upwork announced a partnership with OpenAI, launching an app for ChatGPT that allows businesses to find the talent they need directly from within the chatbot interface, drawing from the 18 million professionals on the platform.
Go to ChatGPT and sign in.
Click on āAppsā in the left side tab. Search for "Upwork" and click "Connect"
You can now search for a freelancer with certain skills by putting @Upwork in your prompt.
Example: ā@Upwork I need a freelance designer for a startup pitch deckā
ChatGPT will return freelancer matches from Upwork, with links to their profiles so you can learn more and connect.
The system looks for freelancers with strong reputation signals (relevant skills, a Job Success Score of 90% or higher, and good client feedback) and a public Upwork profile.
What if the solution to muscle spasms, bladder issues, fatigue, and brain fogā¦Was hiding in your water?
And in just seconds a day you could turn back the clock on your body!?
Without painful treatments, expensive doctor bills, or even leaving your houseā¦In one study, participants experienced a difference in as little as 2 hours!
š„Top AI tools to increase productivity:
Zoice is the single platform for every creator. Transcribe, generate, and animate your content.
Floowed is a flexible, no-code AI credit workflow automation platform
BookSwift is a modern appointment booking platform for providers
Marketsy.ai provides a smart e-commerce experience supported by a powerful admin panel.
StrideFuel - Built for weight loss successāespecially GLP-1 users
WorldEngen is an AI copilot for 3D production that helps professional teams
AppWizzy is an AI tool that helps you build and host full-stack web applications
SongGuru.AI: An AI-Based Music Creation and Audio Processing Platform
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
š Dark fantasy

Recommended reading:
SPONSOR US
Get your product in front of Big Data & AI enthusiasts
Our newsletter is read by thousands of tech professionals, investors, engineers, managers, and business owners around the world.
Interested in Sponsoring the Big Data News Weekly Newsletter?Get in touch today
What did you think of today's email?Your feedback helps me create better emails for you! |





