Driven

Trusted AI investment agent from insight to action

agentsno codeFree tier

Overview

Driven is an AI-powered investment agent designed to turn financial research into actionable portfolio moves.[13] It can digest news, fundamentals, and technical signals, then present structured recommendations aligned with a user’s risk profile. The focus on ‘insight to action’ is key—closing the gap between AI research output and executable trades or rebalancing.

Best For

+retail investors
+finance enthusiasts

News & Updates

Bank of America Deploys 4,000 to Patch AI-Found Software Flaws

Bank of America has assigned 4,000 people, including 1,000 outside contractors, to fix software vulnerabilities discovered by AI models like Anthropic's Mythos, CNBC reports. The AI tools scanned the bank's codebase and surfaced security flaws at a scale that overwhelmed its existing remediation teams. This marks one of the first large-scale enterprise deployments where AI-driven vulnerability discovery directly triggered a massive human repair effort. The move signals that AI security scanning is now effective enough to find real bugs, but remediation still requires armies of engineers.

new_tools10/15/2026

Anthropic's Quarterly Revenue Jumps 45% to Nearly $17B

Anthropic's quarterly revenue surged 45% to nearly $17 billion, according to a Wall Street Journal report. This growth is driven by strong enterprise adoption of its Claude AI models, particularly in coding and customer service automation. The company's annualized revenue run rate now exceeds $60 billion, making it one of the fastest-growing enterprise AI companies. This performance intensifies competition with OpenAI and Google, especially in the race to secure large corporate clients.

deals10/15/2026

ABB Robotics Adds AI Robot Trainer to Fashion Inductor Module

ABB Robotics launched its first end-to-end vision-based industrial-grade physical AI solution on October 15, 2026, integrating an AI Robot Trainer into its Fashion Inductor functional module for fashion logistics. The company claims the addition reduces engineering and commissioning effort by up to 75% for system integrators deploying AI-powered fashion logistics applications. This move targets the fashion industry's need for flexible automation in handling diverse and delicate materials. By cutting integration time, ABB aims to accelerate the adoption of AI-driven robotics in a sector traditionally slow to automate.

new_tools10/15/2026

Learnable Hodge-Laplacian Driven Mixture of Experts for Steady-PDE Surrogates on Coarse Unstructured Meshes

Stavros Nousias, Akis Nousias, Konstantinos Gkrispanis - Current approaches for steady partial differential equations surrogate models on unstructured meshes apply a single mixing mechanism to the whole solution. This paper proposes an architecture that partitions the solution among vanilla transformer experts, each focused on a different spectral scale. ...

breakthroughs10/15/2026

Jio Platforms Files RHP with SEBI, IPO Opens October 21

Reliance Industries' technology arm Jio Platforms has filed its red herring prospectus with SEBI for an initial public offering, with the subscription window opening on October 21. The IPO will list India's largest digital services company, which operates JioFiber, JioTV, and a suite of AI-driven consumer platforms. This marks one of the biggest tech listings in Indian history, giving public market investors direct exposure to a company that serves over 450 million subscribers. The move follows years of speculation about Reliance's plans to unlock value in its digital businesses.

new_tools10/15/2026

Meta AI Generated Campaign Ads for Bolsonaro's Son, Blocked Lula Content

Meta's AI advertising tools generated campaign material for Flávio Bolsonaro, son of former Brazilian President Jair Bolsonaro, while simultaneously blocking content related to current President Luiz Inácio Lula da Silva, according to a report by Brazilian newspaper Folha de S.Paulo. The incident occurred during Brazil's 2024 municipal election cycle, where Meta's automated systems are used to create and moderate political ads. The asymmetry suggests Meta's AI may have a systematic bias or technical flaw that favors right-wing candidates in Brazil. This raises serious questions about the integrity of AI-driven political advertising on platforms with billions of users.

other10/15/2026

Valhalla Research's 'Leverage Maxxing' Essay Sparks Debate on AI Scaling

Valhalla Research published an essay titled 'Leverage Maxxing' that argues AI progress is increasingly driven by strategic leverage rather than raw compute scaling. The piece, which surfaced on Hacker News, contends that the most impactful AI systems will be those that maximize existing capabilities through clever orchestration and tool use, not just larger models. It points to techniques like retrieval-augmented generation, agentic workflows, and fine-tuning as examples of 'leverage' that yield outsized returns. The essay challenges the dominant narrative that bigger models are always better, suggesting a shift in how researchers and companies should allocate resources.

other10/14/2026

Google: AI Writes 75% of Code, But 88% Needs Human Oversight

Google engineer Haydn Belfield says there's no measurable acceleration of AI research driven by AI at DeepMind, directly countering the self-improving AI narrative. At Google, AI now writes more than 75 percent of production code, yet 88 percent of those changes still require human oversight. The company's in-house General Capability Index shows steady growth with no sudden speedup. Belfield's conclusion: self-improving AI isn't anywhere close.

new_tools10/14/2026

Apate.ai Deploys Undercover AI Agents to Get Scammed and Map Fraud Networks

Apate.ai has built a system that sends AI agents undercover to deliberately get scammed, turning the tables on fraudsters who increasingly target automated systems. Instead of using agents to ship products faster, the company deploys them as bait to gather intelligence on scam tactics, infrastructure, and networks. The agents interact with fraudulent services and schemes, collecting data that helps Apate build better defenses against AI-driven fraud. This approach flips the common narrative of AI agents as productivity tools, positioning them as active defenders in the escalating cybercrime arms race.

other10/14/2026

UK Unveils 10-Point AI Healthcare Regulation Strategy

The UK government released a comprehensive strategy for regulating AI in healthcare, with law firm Ropes & Gray LLP publishing ten key takeaways from the framework. The strategy addresses critical areas including clinical validation, data governance, and liability for AI-driven diagnoses. It aims to balance innovation with patient safety as AI tools proliferate in NHS settings. The guidance comes as AI diagnostic tools gain traction in radiology and pathology across UK hospitals.

ai_society10/14/2026

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Overview

Best For

News & Updates

Bank of America Deploys 4,000 to Patch AI-Found Software Flaws

Anthropic's Quarterly Revenue Jumps 45% to Nearly $17B

ABB Robotics Adds AI Robot Trainer to Fashion Inductor Module

Learnable Hodge-Laplacian Driven Mixture of Experts for Steady-PDE Surrogates on Coarse Unstructured Meshes

Jio Platforms Files RHP with SEBI, IPO Opens October 21

Meta AI Generated Campaign Ads for Bolsonaro's Son, Blocked Lula Content

Valhalla Research's 'Leverage Maxxing' Essay Sparks Debate on AI Scaling

Google: AI Writes 75% of Code, But 88% Needs Human Oversight

Apate.ai Deploys Undercover AI Agents to Get Scammed and Map Fraud Networks

UK Unveils 10-Point AI Healthcare Regulation Strategy