An open-source large language model is a type of AI that can understand and generate text. It can function without depending on external servers. You can run models like Llama, Mistral, or Phi, privately and offline.

Cybersecurity firm Sekoia reports a widespread fraud where criminals compromise hotel systems (Booking.com, Expedia and others) with PureRAT malware, then use stolen reservation data to phish and defraud guests.

via the cosmic humor & dry-as-interstellar-space wit of Randall Munroe, creator of XKCD

Origin

We have been hard at work to bring the Swift toolchain to FreeBSD. A preview Swift bundle for FreeBSD 14.3+ is available at https://download.swift.org/tmp-ci-nightly/development/freebsd-14_ci_latest.tar.gz. The bundle contains a Swift development compiler and Swift runtimes needed for compiling Swift programs on, and for, FreeBSD 14 on x86_64 machines. Dependencies The Swift compiler and runtimes have a few dependencies. Please install the following dependencies: zlib-ng python3 sqlite3 libuu...

Origin

Microsoft uncovered Whisper Leak, a side-channel attack that lets network snoopers infer AI chat topics despite encryption, risking user privacy. Microsoft revealed a new side-channel attack called Whisper Leak, which lets attackers who can monitor network traffic infer what users discuss with remote language models, even when the data is encrypted. The company warned that […]

In the race to build and release software faster, many organizations unintentionally overlook one critical aspect: security and process integrity within the Software Development Life Cycle (SDLC). Every missed control or overlooked best practice in the SDLC can lead to significant risks from vulnerabilities and compliance failures to project delays and increased costs. To mitigate […]

Venture capital has gone all-in on AI, leaving DTC, marketplace, and consumer-tech founders out in the cold. That vacuum has reawakened the crowdfunding ecosystem — not as a fallback, but as a first-choice power move. Founders like Scott Hansen of Maverick Brands are showing that raising from your community doesn’t just fund your company; it builds belief, ownership, and trust in a market that desperately needs it.

TL;DR. GPT-5 promised fewer hallucinations, a thinking mode, and adaptive routing. Launch issues made it slower than GPT-4o, models were removed without warning, and developer tooling regressed, with coding tasks taking 4 to 7 times longer. Teams missed GPT-4o because it felt faster, warmer, and more reliable. The takeaway is not to cling to GPT-4o. Build resilience. Use abstraction layers, multi-model fallbacks, and rollback plans so your systems survive provider volatility.

Origin

What to do when even your espresso machine needs end-to-end encryption Sponsored Feature  The security landscape is getting more perilous day by day, as both nation-state groups and financially-motivated hackers ramp up their activity.…

The HackerNoon Newsletter for November 6, 2025, highlights key tech stories. New Chowa widgets enhance writing with AI feedback and data visualization. Tips are provided for mastering the Gemini CLI for better AI coding. Design reviews are often ineffective despite numerous requested changes. Copilots present shadow IT risks like data leaks for enterprises. HackerNoon is improving with Chowa Widgets, mobile upgrades, AI tools, and a blogging course. Writing helps consolidate knowledge, establish credibility, and shape community standards. The newsletter encourages readers to answer interview questions. It also encourages readers to share the newsletter with tech enthusiasts. The HackerNoon Team wishes readers well on Planet Internet.

AI startups raised over $1.8 billion this week across data labeling, enterprise AI infrastructure, video generation, and legal tech innovation. Capital flowed to companies solving critical AI training bottlenecks and vertical market inefficiencies.

The ve(3,3) tokenomics model merges vote-escrow (ve) and staking (3,3) mechanics to better align rewards and governance in DeFi. By encouraging users to lock tokens for voting power and protocol revenue, it creates more stable liquidity and fosters long-term collaboration, addressing issues with short-term incentives in earlier DeFi models.

Explore data with Python & SQL, work together with your team, and share insights that lead to action — all in one place with Deepnote.

What is the CAIF? The Centraleyes AI Framework (CAIF) is a comprehensive compliance and governance tool designed to help organizations meet the diverse and rapidly evolving regulatory requirements surrounding artificial intelligence. It consolidates questions and controls from multiple AI laws and regulatory regimes across the globe – including the EU AI Act (Minimal and Limited […]

This study analyzes over 2,500 publicly disclosed African startup deals to uncover what drives investment sizes. By cleaning, merging, and engineering data from africathebigdeal.com, features were grouped into founding-team, company, and investment categories. Exploratory Data Analysis and four machine learning models — Linear Regression, SVR, Random Forest, and Gradient Boosting — were used to predict deal amounts. The best-performing model, validated via cross-validation, forms the basis for data-backed insights and policy recommendations aimed at strengthening Africa’s startup funding ecosystem.

FBIO's key trial denied...

OpenTelemetry is a Kubernetes tool that gives you vendor-neutral instrumentation libraries and a Collector that receives, processes, and exports telemetry at scale. It lets you jump from an alert to the exact failing trace in seconds, not hours. Every signal that passes through the Collector gets the same metadata (pod, namespace, team annotations), the same sampling decisions, and the same trace context.