OpenAI launches a Safety Bug Bounty program to identify AI abuse and safety risks, including agentic vulnerabilities, prompt injection, and data exfiltration.
Thinking into the Future: Latent Lookahead Training for Transformers
This paper was accepted at the Workshop on Latent & Implicit Thinking – Going Beyond CoT Reasoning 2026 at ICLR.
Autoregressive language models trained with next-token prediction generate text by sampling one discrete token at a time. Although very scalable, this objective forces the model to commit...
We introduce exclusive self attention (XSA), a simple modification of self attention (SA) that improves Transformer’s sequence modeling performance. The key idea is to constrain attention to capture only information orthogonal to the token’s own value vector (thus excluding information of self posit...
When running LLMs at scale, the real limitation is GPU memory rather than compute, mainly because each request requires a KV cache to store token-level data. In traditional setups, a large fixed memory block is reserved per request based on the maximum sequence length, which leads to significant unu...
A Coding Implementation to Design Self-Evolving Skill Engine with OpenSpace for Skill Learning, Token Efficiency, and Collective Intelligence
In this tutorial, we explore OpenSpace, a self-evolving skill engine developed by HKUDS that makes AI agents smarter, more cost-efficient, and capable of learning from every task they perform. We walk through the complete lifecycle of OpenSpace: from installing and configuring an OpenAI model, to ex...
Anthropic hands Claude Code more control, but keeps it on a leash
Anthropic’s new auto mode for Claude Code lets AI execute tasks with fewer approvals, reflecting a broader shift toward more autonomous tools that balance speed with safety through built-in safeguards.
Databricks bought two startups to underpin its new AI security product
With an overflowing war chest from its recent $5 billion raise, Databricks is buying startups and looking for more. It acquired Antimatter and SiftD.ai.
This AI Paper Introduces TinyLoRA, A 13-Parameter Fine-Tuning Method That Reaches 91.8 Percent GSM8K on Qwen2.5-7B
Researchers from FAIR at Meta, Cornell University, and Carnegie Mellon University have demonstrated that large language models (LLMs) can learn to reason using a remarkably small number of trained parameters. The research team introduces TinyLoRA, a parameterization that can scale down to a single t...
How Moda Builds Production-Grade AI Design Agents with Deep Agents
Moda uses a multi-agent system built on Deep Agents and traced through LangSmith to let non-designers create and iterate on professional-grade visuals.
From Dashboards to Decisions: Rethinking Data & Analytics in the Age of AI
How AI agents, data foundations, and human-centered analytics are reshaping the future of decision-making
The post From Dashboards to Decisions: Rethinking Data & Analytics in the Age of AI appeared first on Towards Data Science.
New Lumu Defender Capabilities Provide Visibility Beyond the Network
Lumu, the creators of the Continuous Compromise Assessment® security model, today announced new upgrades to Lumu Defender, its flagship Network Detection and Response (NDR) solution. Lumu Defender now extends Continuous Compromise Assessment beyond the network to include endpoints, cloud environment...
Vigil: The First Open-Source AI SOC Built with a LLM-native Architecture
100% open-source AI SOC ships with 13 specialized agents, 30+ integrations and 7,200+ detection rules, freeing security teams from lock-in while accelerating innovation Security teams are trapped between proprietary AI SOC vendors that obscure model intelligence and open-source tools that haven’t ke...
Production-Ready LLM Agents: A Comprehensive Framework for Offline Evaluation
We’ve become remarkably good at building sophisticated agent systems, but we haven’t developed the same rigor around proving they work.
The post Production-Ready LLM Agents: A Comprehensive Framework for Offline Evaluation appeared first on Towards Data Science.
SiMa.ai, a leader in Physical AI solutions, today announced the Modalix™ PCIe HHHL Card, the newest addition to its Modalix product portfolio, developed in partnership with Advantech. Purpose-built for the demands of Physical AI, the card doubles the performance of its predecessor to support complex...
Tufinnovate 2026 to Explore the Impact of Agentic AI on Network Security
Security Leaders to Discuss How Agentic AI Is Redefining Risk, Automation, and Control for Today’s Increasingly Complex Enterprise Environments Tufin, the leader in network security posture management, today announced Tufinnovate 2026, its annual virtual user conference bringing together industry le...
Nokod Security Wins Global InfoSec Awards during RSAC Conference 2026
Nokod Wins “Most Promising No-Code Security Award” in 14th Annual Global InfoSec Awards at #RSAC 2026 Nokod, the cybersecurity platform securing AI and apps built by citizen developers and business users, today announced that it won the Most Promising No-Code Security award from the Global InfoSec A...
For different learning goals and career paths, choosing the right certification can get confusing. Some people want analytics. Others want ads. Some care about AI. And many just want something credible to add to their resume. This list is built with that in mind. A set of free Google certificate cou...