Obama Warns AI Development Moving Too Fast Under Private Control

Former US President Barack Obama has cautioned that artificial intelligence is advancing rapidly in private hands, raising concerns about oversight. His remarks were made at a recent private fundraising event. The comments come amid growing pressure from US lawmakers to impose stricter regulations on AI systems. Two researchers from AI company Anthropic had previously issued stark warnings that the pace of AI development could pose existential risks to humanity. Obama's intervention adds a prominent political voice to an intensifying debate over how AI should be governed.

'Shared vision transformed into a win-win collaboration': PM Modi on Day 2 Brics summit

Developer Launches KIRA, a Local-First AI Agent That Verifies Its Own Actions

A developer has released KIRA Superapp, an open-source AI agent runtime designed exclusively for Apple-silicon Macs that prioritizes on-device processing and verifiable task completion. Unlike conventional AI assistants, KIRA only marks a task as done when its runtime receives confirmed output from the tool that executed it, rather than relying on the model's generated text. The system's decision layer, Orchestrator V1, runs locally via MLX and is built to plan tool use rather than produce conversational responses. Local storage covers chat history, memory, logs, and downloaded models by default, while voice features are handled on-device through Whisper and Kokoro ONNX. The project's code and installation instructions are publicly available on GitHub, and the developer is actively seeking technical feedback on real-world failures and edge cases.

Developer Rebuilds Failed Social App as CrowdWide to Boost Visibility for Small Creators

A developer has launched CrowdWide, a new social platform built from scratch after abandoning an earlier project called VibeConnect due to security gaps and incomplete features. CrowdWide is designed around communities, creators, and content discovery, with a focus on giving smaller or newer accounts a fairer chance at initial exposure. The platform experiments with a feed distribution model that allocates 40% of reach to new or smaller communities, 55% to established ones, and 5% to trending content. It targets a broad range of creators including developers, writers, artists, bloggers, and YouTubers, and already includes features such as scheduled publishing, nested replies, community moderation tools, and privacy controls. The developer acknowledges the algorithm is still evolving and expects it to change significantly once real usage data becomes available.

Go Developer Builds Ethereum Wallet CLI to Demystify Crypto Key Management

A software developer built a command-line Ethereum wallet in Go to understand the real mechanics behind cryptocurrency wallets, documenting key findings in a technical post on DEV Community. The project revealed that wallets are less about storing keys and more about a series of precise cryptographic decisions, where small implementation errors can break security or compatibility. Following the BIP39 standard, the wallet generates a 12-word mnemonic by combining 128 bits of random entropy with a 4-bit SHA-256 checksum, split into 11-bit groups mapped to a 2,048-word list. The mnemonic then seeds a hierarchical deterministic wallet tree via BIP32, allowing thousands of keys to be derived from a single master key, with hardened derivation requiring a parent private key rather than just a public key. The developer emphasized the project is intended for learning purposes only and not for production use.

OpenCompany Open-Sources 22 AI-Run Business Templates, but Core AI Remains Proprietary

A GitHub project called tinyhumansai/opencompany, created in July 2026 and written in Rust under a GPL-3.0 license, offers 22 ready-to-run company templates designed to let AI agents handle most business operations. The project markets itself as an "operating layer for solo businesses," where agents manage tasks like accounting, marketing, legal drafting, and software development, while the human owner retains final decision-making authority. Each company type is defined in a plain-text company.toml file, making it easier to configure roles without writing code. However, the system's core orchestrator is a proprietary hosted AI model called Medulla, developed by TinyHumans, which requires a paid API key from tinyhumans.ai to function. This means that while the structural framework is open-source, the intelligence driving it remains a closed, external dependency.

Developer Builds Automated Brand Abuse and DMCA Takedown System Using n8n

A developer created a fully automated brand protection pipeline using the n8n workflow tool after a client discovered a cloned app on the Play Store that had gone unnoticed for weeks. The system uses three chained workflows to scan Google, Bing, and app stores for unauthorized brand usage, leveraging Monitorank for web search and DataForSEO for app store data. A separate workflow enriches each detection with domain registrar and hosting information via RDAP lookups. Once a live infringing page is confirmed, the pipeline automatically generates and sends legally structured DMCA takedown notices to the appropriate targets without any human intervention. The solution was built over a few weekends as a cost-effective alternative to hiring an IP law firm or subscribing to expensive brand protection software.

Typo in Marathi Actor's Facebook Post Triggers Mumbai Cyber Police Response

A typing error in a Facebook post by Marathi actor Vikas Samudre created a false impression of suicidal intent, prompting Mumbai Cyber Police to act on Friday night. A police team located Samudre within an hour of the post going up. The actor confirmed he was safe and explained that the post was related to an ongoing drama project. Samudre, best known for his comic roles in the show 'Navra Maza Navsacha', clarified that no harm had been intended by the message.

BRICS Nations Unite on Middle East Call for Calm, Issue Joint Statement

The 11-member BRICS bloc, which includes India, China, Russia, and Iran, issued a joint statement calling for calm in the Middle East. The statement was released on Saturday, marking a notable moment of consensus among the group. The agreement came despite earlier reported divisions among member nations on the issue. The joint declaration reflects BRICS members aligning their positions on one of the world's most pressing geopolitical conflicts.

38% of Key Affiliate Program Terms Go Unpublished, Study of 252 SaaS Tools Finds

A researcher manually reviewed affiliate program pages for 252 developer and SaaS tools, recording five key terms for each, including commission rate, cookie window, and payout method. Of the 1,260 total data fields collected, 483 — roughly 38% — were not publicly disclosed by vendors. The most commonly hidden details were minimum payout thresholds (missing for 65% of programs), cookie windows (52%), and payout methods (45%), which the researcher notes are the terms that determine whether earnings are actually received. Cookie windows ranged from 14 days to lifetime attribution among those that disclosed them, while minimum payout thresholds varied from $5 to $450. The full dataset has been published at affiliateprogramterms.com, with source URLs and check dates included for each field to ensure verifiability.

Heavy Rain Triggers Waterlogging Across Mumbai, Disrupting Daily Commute

Persistent heavy rainfall has hit Mumbai and its surrounding areas, causing widespread waterlogging at multiple locations. The flooding has significantly disrupted the movement of commuters and motorists across the city. Normal daily life has been thrown off course as residents struggle to navigate the affected areas. Weather authorities have forecast continued rainfall in the region in the coming period.

Why Xi Jinping skipped PM Modi’s gala dinner at Brics Summit in Delhi

TrueCharts Guide: Deploy AdGuard and V2Ray on Kubernetes via Helm Charts

Developers can self-host privacy and security tools like AdGuard Home and V2Ray on Kubernetes using TrueCharts, a curated catalog of Helm charts that simplifies complex deployments. AdGuard Home provides network-wide DNS-based ad filtering, while V2Ray enables encrypted proxy tunneling for secure access to internal resources. Both services are deployed into a dedicated Kubernetes namespace using custom Helm values files that configure persistence, ports, and service exposure. After installation, AdGuard can be accessed via port-forwarding for initial setup, and other cluster workloads can route DNS traffic through it using its internal service address. The setup requires a running Kubernetes cluster, Helm v3 or later, and basic familiarity with Kubernetes concepts such as namespaces and ingress.

Rehost, Refactor or Rewrite: How to Choose the Right Mainframe Modernisation Path

Mainframe modernisation is not a one-size-fits-all decision, with organisations typically choosing between rehosting, replatforming, refactoring, rearchitecting, replacing, or retiring legacy systems. Each strategy carries a different cost, timeline, and risk profile, making the choice highly dependent on specific business drivers such as cost reduction, agility needs, and available skills. A key pressure across UK enterprises is the shrinking pool of COBOL and mainframe expertise, alongside high operating costs and difficulty integrating legacy systems with modern cloud and AI platforms. Rehosting is the fastest and cheapest option but does little to address underlying code problems, while refactoring — often involving automated COBOL-to-modern-language conversion — is considered the sweet spot for most organisations with sound but hard-to-maintain logic. Most large modernisation programmes blend multiple strategies across their application estate rather than applying a single approach uniformly.

AI Coding Tools Raise Questions About Ethics and Accountability in Software Development

The rise of AI-powered coding tools has made software development accessible to virtually anyone, prompting debate over who bears responsibility for what gets built. As barriers to entry fall, traditional gatekeepers like professional developers and engineering teams no longer serve as the sole filters for harmful or irresponsible software. The question of ethical oversight becomes more pressing when non-experts can deploy functional applications with minimal technical knowledge. Commentators are calling for clearer frameworks around accountability, consent, and harm prevention in an era of democratized software creation.

China Seeks Stable Ties With India as Xi Jinping Meets PM Modi After 7 Years

Chinese President Xi Jinping has visited India for the first time in seven years to meet Prime Minister Narendra Modi. The visit comes at a period of significant strain in bilateral relations between the two nations. A former Chinese government adviser told NDTV that Beijing recognizes the need for stability in its relationship with India. The tensions have largely stemmed from an ongoing border dispute and a notable trade imbalance between the two countries.

Hermes Agent Skill System Uses Trust Levels and Safety Scans to Block Risky Installs

Nous Research's Hermes agent platform includes a skill management system where skills are loaded as knowledge documents only when needed, using a progressive disclosure model to conserve token usage. Official documentation outlines three access levels, from listing skill names to loading full content or specific reference files, and skills automatically become slash commands upon installation. Every skill installed from the Hermes hub passes through a security scanner that checks for prompt injection, data theft, destructive commands, and supply chain threats. The system assigns trust levels based on a skill's source, ranging from built-in and official skills to third-party community registries, with dangerous-rated skills blocked even if a user attempts to force-override. A hash-based mechanism also protects user-modified skills from being silently overwritten during updates, requiring an explicit force flag to proceed.

LLM Model Routing Explained: How Teams Cut AI Costs by Up to 85% in 2026

As the number of viable large language models has grown from a handful to dozens, relying on a single LLM for every task has become both inefficient and costly. Model routing is a middleware layer that sits between an application and a pool of LLMs, directing each request to the most suitable model based on factors like task complexity, cost, latency, and safety requirements. Organizations that have adopted routing report cost reductions of 40–85% with no measurable drop in output quality, according to data from platforms including Requesty, OpenRouter, and InferenceHub. Three main architectural patterns have emerged: simple fallback chains, task-based classification routing, and hybrid approaches combining both. The shift is being driven partly by rising frontier model costs, with companies like Cognition — maker of the Devin AI agent — publicly acknowledging that single-model strategies are becoming financially unsustainable for engineering teams.

RBI Rejects Tata Sons' Bid to Avoid Listing, IPO Now Likely

The Reserve Bank of India has rejected Tata Sons' application to surrender its core investment company (CIC) registration, according to sources. The move effectively blocks the Tata Group's holding company from avoiding a mandatory stock market listing. Tata Sons had sought to relinquish its CIC status as a strategy to sidestep the public listing requirement. With the RBI's refusal, the conglomerate is now expected to proceed toward becoming a publicly traded company.

Hetzner Launches Free AI Inference API in Europe with Qwen 35B Model

German hosting firm Hetzner launched a free, experimental AI Inference API on July 24, 2026, allowing users to run large language model queries at no cost during the trial period. The service is OpenAI-compatible and hosted entirely on Hetzner's infrastructure in Germany and Finland, requiring only a Hetzner account and API token to access. It currently serves a single model, Alibaba's Qwen3.6-35B-A3B-FP8, a Mixture-of-Experts architecture with 35 billion total parameters, a 256K-token context window, and vision support. Hetzner has cautioned that the service carries no SLA or uptime guarantees and is not suitable for production use. The company has committed to notifying users by email before making any changes to the free-access status.