Physics’ recent AI prodigy

Welcome, AI enthusiasts.

Step aside, Sir Isaac… There is a recent Newton on the town, and this one is powered by AI.

Archetype’s recent model is learning physics from scratch — potentially breaking barriers in autonomous learning. Let’s get into it…

In today’s AI rundown:

• Newton AI learns physics from scratch

• NotebookLM launches business pilot

• Automate web data extraction with Zapier

• Worldcoin unveils next-gen eye scanner

• 5 recent AI tools & 4 recent AI jobs

• More AI & tech news

Read time: 4 minutes

LATEST DEVELOPMENTS

ARCHETYPE AI

🤖 Newton AI learns physics from scratch

The Rundown: Archetype AI just unveiled ‘Newton,’ a brand new foundational AI ‘Large Behavior Model’ that learns complex physics principles directly from raw sensor data, with none human guidance.

The small print:

• Newton ingests raw sensor measurements to construct its understanding of physical phenomena without pre-programmed knowledge.

• The model can accurately predict behaviors of systems it wasn’t explicitly trained on, like pendulum motion.

• It outperformed specialized AI in tasks like forecasting citywide power consumption and discovering systems from data as an alternative of coaching.

• Archetype AI was founded by ex-Google researchers and has secured $13M in funding thus far.

Why it matters: Newton is a paradigm shift in AI’s interaction with the physical world. A single model could replace highly specialized systems by developing a generalized understanding somewhat than a narrow focus. The tech also opens the door to actually autonomous AI that may adapt to environments and tasks without human intervention.

TOGETHER WITH GALILEO

💡 Expert insights at GenAI Productionize 2.0

The Rundown: Don’t miss GenAI Productionize 2.0, the premier conference for GenAI application development — featuring AI experts from leading brands, startups, and research labs.

Register for GenAI Productionize 2.0 to learn:

• The best way to design a GenAI stack for enterprise scale

• Strategies and techniques for AI evaluation and observability

• Expert takeaways on measuring the ROI of AI

Reserve your spot and register free of charge today.

GOOGLE

📓 NotebookLM launches business pilot

The Rundown: Google just pushed an update for its viral AI note-taking assistant NotebookLM, adding recent features that permit users guide AI-generated audio summaries and announcing the upcoming launch of a brand new business-focused version.

The small print:

• Users can now customize the AI podcast Audio Overviews feature by providing instructions to give attention to specific topics or adjusting the expertise level.

• A brand new Background Listening feature allows users to take heed to Audio Interviews while multitasking inside NotebookLM.

• A pilot program for NotebookLM Business is coming, offering enhanced features for organizations like higher usage limits and team collaboration tools.

• Audio Overviews, which turns docs, videos, and other content into podcasts between AI hosts, went viral earlier this month for its realistic audio outputs.

Why it matters: Google is dropping the ‘experimental’ tag on NotebookLM, and the viral feature inbuilt just two months is suddenly being called a ‘ChatGPT’ moment for the corporate. It’s also an interesting case of users actually having fun with AI-generated content —  a top quality that is tough to search out in most mainstream sentiment for the tech.

AI TRAINING

🕸️ Automate web data extraction with Zapier

The Rundown: Zapier’s Chrome extension permits you to extract and process key information from web sites, automating data collection and evaluation tasks.

Step-by-step:

1. Install Zapier Central Chrome extension and log in.

2. Create a brand new AI assistant throughout the extension.

3. Navigate to your goal website and craft a transparent data extraction prompt.

4. Review the outcomes and refine your request for more specific information.

Pro tip: You may turn your AI assistant’s contents right into a Google Doc or draft and mechanically send emails.

PRESENTED BY FIDDLER AI

🛡️ Rating Your LLM applications with Fiddler

The Rundown: Fiddler Trust Service scores trust-related dimensions to detect LLM correctness, safety, and privacy issues with proprietary trust models — helping you improve the performance and safety of your enterprise LLMs.

With Fiddler, you may:

• Rating LLMs with high accuracy and low latency using proprietary, task-specific trust models

• Reduce costs by 6x, improve accuracy by 50%, and increase speed by 1.5x in comparison with public benchmarks

• Detect and stop issues like hallucinations, PII leakage, and prompt injection attacks

Start the self-guided tour today to attain your LLM applications.

WORLD

👁️ Worldcoin unveils next-gen eye scanner

The Rundown: Worldcoin, the ‘proof of personhood’ startup founded by OpenAI CEO Sam Altman, just announced a rebrand to ‘World’, together with a new edition of its iris-scanning ‘Orb’ technology and updated core platforms.

The small print:

• A brand new streamlined Orb guarantees 5x performance to its predecessor, alongside recent countries, self-serve, and on-demand Orbs for easier onboarding.

• The corporate introduced World ID 3.0 protocol, featuring recent World ID Credentials, Deep Face to combat AI-generated deepfakes, and added privacy infrastructure.

• An updated World App 3.0 allows for anonymous integration with third-party apps, and World can also be launching the mainnet of its Worldchain blockchain.

• The corporate has previously faced backlash and even bans from certain countries over privacy concerns.

Why it matters: Verifying human identity within the increasing flood of AI-generated content, agents, and systems is clearly going to be massively necessary — but given Worldcoin’s rocky launch and international struggles, the query is whether or not the corporate can overcome the early drama to truly achieve its goals.

NEW TOOLS & JOBS

Trending AI Tools

• 🤝 Feta – Run seamless standups, sprint sessions, or syncs with AI-powered documentation and automatic workflows

• 💸 Kick – AI-driven accounting software that does the be just right for you

• 🐜 CodeAnt – Mechanically detect and fix code quality issues, bugs, and security vulnerabilities in real-time

• 🎹 Reiden AI – A keyboard shortcut copilot that uses computer vision and integrates with popular apps

• 🗣️ Convo – Qualitative user research powered by AI

Latest AI Job Opportunities

• ✍️ Anyscale – Technical Author

• 🛠️ Meta – ASIC Engineer (Infra Silicon Enablement)

• 🖥️ Shield AI – Perception Software Engineer, Sensor Fusion

• 🧑‍💼 Weights & Biases – Senior Product Manager, Identity & Governance

QUICK HITS

The U.S. Treasury Dept. shared that it leveraged AI to recuperate $1B in check fraud and stop $4B in overall fraud within the 2024 fiscal yr, showcasing the tech’s growing role in combating financial crime.

OpenAI expanded its partnership with consulting firm Bain & Co. to develop and sell industry-specific AI tools to corporate clients, with OpenAI reporting 1M paying business customers.

Meta is partnering with Blumhouse and other select filmmakers to check its Movie Gen AI video generation tools, gathering feedback to refine the tech before its public release in 2025.

Researchers from Alibaba and Skywork showcased Meissonic, a small, open-source text-to-image model that may generate high-quality outputs that outperform larger models.

Salesforce CEO Marc Benioff criticized Microsoft’s AI initiatives for overhyping the sector in an interview with Fast Company, calling its Copilot assistant the ‘next Clippy.’

OpenAI released a preview of its ChatGPT Windows app for paid users, offering file and photo interactions, model improvements, and a companion window mode.

THAT’S A WRAP

See you soon,

Rowan, Joey, Zach, and Alvaro—aka The Rundown Team