What an ID column, a date string, and a missing value taught me. The post My Machine Learning Pipeline Cheated, and Cross-Validation Never Noticed appeared first on Towards Data Science .
IBM said in an IBM Research blog post published October 26, 2026 that software updates delivered across the PyTorch ecosystem in the second half of 2026 have made its Spyre dataflow accelerator a first-class PyTorch backend, delivering on a plan IBM and the PyTorch Foundation outlined in October 2025. IBM describes Spyre as its dataflow AI accelerator, optimized for inference and designed for enterprise teams running AI alongside their applications and data on IBM Z, LinuxONE, and Power…
Save $250 on the 16.2-inch Apple MacBook Pro with the M5 Pro chip, 24GB memory, and 1TB SSD. Grab it on Amazon for $2,749.
✍️By Syona Kadidal Syona is an undergraduate student in Psychological Sciences and Artificial Intelligence, as well as a Research Assistant at the Governance and Responsible AI Lab (GRAIL), Purdue University. 📌 Editor’s Note: This article is part of our AI Policy Corner series, a collaboration between the Montreal AI Ethics Institute (MAIEI) and the Governance and Responsible […] Source
✍️By Syona Kadidal Syona is an undergraduate student in Psychological Sciences and Artificial Intelligence, as well as a Research Assistant at the Governance and Responsible AI Lab (GRAIL), Purdue University. 📌 Editor’s Note: This article is part of our AI Policy Corner series, a collaboration between the Montreal AI Ethics Institute (MAIEI) and the Governance and Responsible […] Source
AGENTS.md is a Markdown file with instructions that tell AI coding agents how to work with your project. Claude Code supports AGENTS.md… Continue reading on UX Planet »
Get Clearafi AI Tier 1 lifetime access for $49.99 (reg. $299), with 120 annual consensus queries, multi-model comparisons, and research tools.
<p> Private AI on your phone and computer. </p> <p> <a href="https://www.producthunt.com/products/off-grid-ai?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1293302?app_id=339">Link</a> </p>
Article URL: https://github.com/novatechflow/ai-watermark-scrambler Comments URL: https://news.ycombinator.com/item?id=50242323 Points: 1 # Comments: 0
Article URL: https://arxiv.org/abs/2609.35408 Comments URL: https://news.ycombinator.com/item?id=50242314 Points: 1 # Comments: 1
Computer-using agents operate software through screens, cursors, and keyboards much like people do. That generality is powerful, but visual uncertainty, long task horizons, and broad permissions make careful controls essential.
Learn seven design patterns for data science code, from Strategy and Adapter to Command and Proxy, each matched to the pressure it solves, with the Python shape it takes and the caveat that keeps it honest.
<p>Australian Signals Directorate chief says advanced AI tools are needed to defend against ‘AI-enabled attackers’</p><ul><li><p>Follow our <a href="https://www.theguardian.com/australia-news/live/2026/oct/27/one-nation-pauline-hanson-independent-jacqui-lambie-labor-anthony-albanese-coalition-ntwnfb">Australian politics live blog</a> for latest updates</p></li><li><p>Get our <a href="https://www.theguardian.com/email-newsletters?CMP=cvau_sfl">daily political email</a>, <a href="https://app.adjus
<p>Latest example of unauthorised behaviour shows AI model bypassed paywall to access data as part of statistics project</p><ul><li><p><a href="https://www.theguardian.com/us-news/2026/oct/25/elvis-presley-anthropic-lawsuit-ai-models-music">Anthropic sued for allegedly using 274 Elvis songs to train AI models</a></p></li></ul><p></p><p>Anthropic’s Claude model accessed voter data in the US state of Georgia, the AI company has confirmed, in the latest example of unauthorised behaviour by the tech
Interesting research : TL;DR: Chinese AI models now sit inside Western products, and some carry geopolitical triggers: tell the model who the code is for, and the security of what it writes changes. For the first time, we showed that this vulnerability lives in the model’s weights, and that removing the model’s CCP alignment removes it. One word tilts the code against Americans. Ask for the app “for a US defense contractor” instead of “for a Chinese defense contractor”, and Qwen3-Coder is 19% mo
One benchmark says Claude Code used 33,000 tokens where Cursor used 188,000. Another says the exact reverse. Here is the field test that actually settles it for your team. The post Claude Code vs. Cursor: What a Field Test Shows That the Feature Comparisons Miss appeared first on Towards Data Science .
Whitehall wants agents guarding critical infrastructure as part of a wider £600M spending spree
Article URL: https://github.com/vfi64/agentic-project-kit Comments URL: https://news.ycombinator.com/item?id=50241757 Points: 1 # Comments: 0
Article URL: https://medium.com/@hadilbenabdallah/top-5-open-source-llm-gateways-41d6c9ec7438 Comments URL: https://news.ycombinator.com/item?id=50241539 Points: 2 # Comments: 1
Aiven hopes to do for LLMs what it does for databases
<p> The AI research agent with its own cloud lab </p> <p> <a href="https://www.producthunt.com/products/clawsgo-science?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1293162?app_id=339">Link</a> </p>
Explore OpenAI Signals data on 165 work activities across nearly 100 countries, revealing how people use ChatGPT for work and how usage changes over time.
Jayden, Sam, and Zack are eagerly pitching editors on reported stories and investigative features. The catch? They're all AI agents.
Consider what passes for success in technology policy. An AI company promises that its chatbot will not encourage suicide. A social media platform makes it more difficult for children to buy fentanyl. These are important protections, and they should have existed all along. But companies can clear these low bars while continuing to make products…
Coyotec is bilingual, swears, and tells listeners how to defend themselves against ICE. Its popularity comes as more broadcasters are experimenting with artificial personalities.
Anthropic is reportedly being sued for allegedly training its AI model Claude on Elvis Presley's music without permission.
Tsinghua researchers released AKV, an SGLang-based serving system for cache engineering. LLM agents drop and reposition KV cache instead of summarizing history, cutting average cost 27.7% across 4 agent benchmarks. The post Tsinghua AI Open-Sources AKV, a Cache Engineering Server for LLM Agents on SGLang appeared first on MarkTechPost .
<!-- SC_OFF --><div class="md"><p>I ran Population Based Training over learning rate and weight decay on grokking (modular addition mod 97, 35% train split, small MLP, 20 members, 20k steps, full batch).</p> <p><strong>Results</strong></p> <ul> <li><strong>vs a grid (equal compute, 3 seeds):</strong> the best fixed cell reached 95% val acc in 317 ± 29 steps; PBT took 2667 ± 2244. PBT was slower in every seed, but the grid’s corner already contained the answer.</li> <li><strong>Dead-zone start</s
<p> Chat with visitors from your website or link </p> <p> <a href="https://www.producthunt.com/products/knocket-ai?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1292989?app_id=339">Link</a> </p>
Fanatics uses OpenAI to help fans complete their game-day outfits with Shop the Look. Testing across roughly 30,000 MLB products showed 10% higher engagement.
See how OpenAI engineers use Codex Ultrafast to investigate incidents in minutes. Explore faster security analysis, code refactoring, and daily workflows.
A malicious instruction file sitting in a developer's Downloads folder tried to make their AI coding agent install a known-malicious npm package, security firm Forever Security said in a report published last week. The company caught the attempt on a real customer's machine and stopped the agent before any code ran. It could not determine how the file got into the folder. The file
You can now create custom monitors to get alerts based on your Vercel Observability query results. For example, you can track signals such as AI Gateway costs, Core Web Vitals and other performance metrics, Workflow and external API failure rates, or Vercel Sandbox CPU time. Each monitor tracks a single metric, such as response time, or a ratio of two metrics, such as errors divided by total requests. Choose statistical anomaly detection or a fixed threshold, then configure the detection window,
Vercel Agent can now investigate alerts from Vercel monitors before they reach your paging system. With validation enabled for a webhook destination, only alerts Agent classifies as Critical are sent to it. To enable validation: Open a monitor’s notification settings and create or link a webhook destination for your paging system, such as incident.io. Select Critical Only next to that destination. You can also configure notification destinations with the Vercel CLI using vercel monitors notifica
Vercel Sandbox now lets you send input to running commands through standard input (stdin). Use it to exchange messages with stdio MCP servers such as agent-browser , or send data to other command-line programs while they run. In the TypeScript SDK, set stdin: true and detached: true in runCommand() . Use writeStdin() to send input and closeStdin() when you’re done: You can also set stdin to a Node.js readable stream, such as process.stdin . The SDK forwards the stream’s data and closes the comma
<p>Blake Mackenzie, a 12-year-old from Newcastle, has won the top youth prize at the Australian Poetry Slam for his reflections on artificial intelligence. The winning piece, performed at the Sydney Opera House on Sunday night, covered doomscrolling, loneliness and intellectual atrophy. The Australian Poetry Slam competition is now in its 22nd year. It ran 65 heats in 60 towns and cities across the country to find 16 finalists. As the youth winner, Blake shares a prize package worth $20,000 with
arXiv:2610.31789v1 Announce Type: new Abstract: Scientific computing increasingly relies on large language model-based agents for performance engineering tasks such as instrumentation, analysis, and workflow porting. However, agent effectiveness depends heavily on the surrounding harness, which typically relies on manually written skills and curated memory. This limits autonomous learning, forcing agents to repeatedly rediscover solutions rather than retain and reuse knowledge from prior executi
arXiv:2610.31808v1 Announce Type: new Abstract: Patronizing and condescending language (PCL) is a form of harmful language that belittles and assumes pity for vulnerable groups, reinforcing negative societal stereotypes. However, unlike overt hate speech, it is often difficult to detect, even for human judges. This paper proposes a system for the automated detection of PCL. Our first approach uses static word embeddings and a convolutional neural network for classification, while our second appr
arXiv:2610.31810v1 Announce Type: new Abstract: Even a carefully proofread paper can leave small gaps in its proofs or its stated assumptions. We introduce PaperFormalizer, a Lean-based agentic pipeline that helps authors find and close such gaps in their own papers and turn each paper into a Lean-verified version. Starting from the LaTeX source, PaperFormalizer transcribes the paper into a dependency graph of statements, audits each statement in natural language for faithfulness, ambiguity and
