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How to get better results from bug bounty programs without wasting money – Help Net Security
The wrong bug bounty strategy can flood your team with low-value reports. The right one can surface critical vulnerabilities that would otherwise slip through. A new academic study based on Google’s Vulnerability Rewards Program (VRP) offers rare data on how to tell the difference. The team behind the study included experts from Harvard, Bocconi University,…
MLPerf Inference v5.1 (2025): Results Explained for GPUs, CPUs, and AI Accelerators
What MLPerf Inference Actually Measures? MLPerf Inference quantifies how fast a complete system (hardware + runtime + serving stack) executes fixed, pre-trained models under strict latency and accuracy constraints. Results are reported for the Datacenter and Edge suites with standardized request patterns (“scenarios”) generated by LoadGen, ensuring architectural neutrality and reproducibility. The Closed division fixes…
The Knightling Review – Small Hero, Big Shield, Mixed Results
The Knightling wants to be a heart-warming indie game about an apprentice stepping out of his master’s shadow while also being a throwback action-platformer where you bash monsters with a giant talking shield. It mostly succeeds thanks to its charm and platforming, even if its combat and pacing can’t quite keep up. Our main character…
I put the top AI image generators head-to-head — see the results for yourself
When you first think of AI, you probably think of a text-based AI chatbot like ChatGPT or Google Gemini. But AI tools are getting a lot more versatile. Even basic AI chatbots now offer a range of media creation tools, including AI image generation. But what’s the best AI image generator? That’s exactly what I…
This website lets you blind-test GPT-5 vs. GPT-4o—and the results may surprise you
Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now When OpenAI launched GPT-5 about two weeks ago, CEO Sam Altman promised it would be the company’s “smartest, fastest, most useful model yet.” Instead, the launch triggered one of…
Warranties: Inconsistent-requirements and -results policies
Back in late March, at the end of my coverage of Google’s Pixel 9a smartphone launch: I mentioned that one of my Pixel 7 phones had started swelling, indicative of a failing battery: I teased that my fortunate upfront purchase of an extended warranty for it ended up being fortuitous and promised that the “rest…
Why Google’s 4th Quarter Results Raise Questions for SEO & PPC
Few professions can match a digital marketer’s perspective on what Google’s fourth-quarter results mean for SEO and online advertising. I asked six search marketers, each with over 20 years of experience in all areas of search for insights into what those results mean. What they shared indicates what SEO and advertising professionals should be paying…
Unintended consequences: U.S. election results herald reckless AI development
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More While the 2024 U.S. election focused on traditional issues like the economy and immigration, its quiet impact on AI policy could prove even more transformative. Without a single debate question or major campaign promise about AI,…