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Mathematics News & Resources
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Alignment pretraining could backfire " Less Wrong
5+ hour, 58+ min ago (333+ words) Epistemic status: speculative, but I think the mechanism is plausible. There has been recent interest in generating synthetic documents to upsample examples of aligned AI during LLM pretraining. See, for instance, Geodesic's Alignment Pretraining paper or Anthropic's "Teaching Claude Why....
Generalists Beat Specialists in Game Theory Study
8+ hour, 24+ min ago (482+ words) A paper co-authored by MIT researchers and presented in April at the International Conference on Learning Representations in Rio De Janeiro won't tell you what to do in these situations, specifically. But it does offer new insights into so-called imperfect-information…...
What Is an Algorithm? Meaning, Definition, and Real-World Examples
6+ day, 15+ hour ago (1196+ words) An algorithm is a step-by-step set of instructions that takes an input and produces a clear output, just like a recipe Algorithms power search engines, navigation apps, recommendation systems, and AI tools you use every day Algorithms are a part…...
Soffi Launches the First Collaborative Development Environment Where Product Teams Build Directly on Product
1+ week, 1+ day ago (596+ words) SAN FRANCISCO, June 09, 2026--Soffi, a collaborative development environment for enterprise product teams, today emerged from stealth with $4. 6 M in pre-seed funding led by Innovation Endeavors with participation from Motive Force Ventures and Darkmode Ventures. Soffi turns a company's product into…...
Statistics & Data Sciences
3+ day, 14+ hour ago (222+ words) Harnessing the power of statistics and data for discoveries and insights to address society's challenges. Visit the department site My favorite thing about SDS is how helpful and friendly all the staff and professors have been. It goes a long…...
I Changed What Differentiation Means in My Classroom. Here's How (Opinion)
4+ day, 18+ hour ago (402+ words) During a recent reading lesson in my 2nd grade classroom, I asked my students to explain the central idea of a short passage. A few hands went up right away. Other students stared at the page or quietly waited, unsure how…...
Magnitude Launches from Stealth with $10 M Seed Funding and Introduces the First Autonomous AI Workforce to Enable Third-Party Risk Management Teams in the Mythos Era
1+ day, 8+ hour ago (95+ words) Founded by AI pioneers from Amazon, Abnormal AI, Proofpoint, and Pandora, the Ballistic Ventures-backed company brings a new autonomous governance and defense system for managing third- and Nth-party risk at machine speed while enabling faster adoption of third-party AI A…...
Neural Networks with Py Torch and Lightning AI Part 3: Moving Training Logic into Lightning
1+ hour, 1+ min ago (23+ words) In the previous series, when we optimized our neural network, we had to write quite a bit of training. .. Tagged with ai, machinelearning....
AI Workloads Are Reshaping Kubernetes in 2026: GPU Scheduling, MLOps, and the Platform Engineering Reckoning
1+ hour, 26+ min ago (1571+ words) How GPU scheduling complexity and MLOps integration are forcing platform teams to rearchitect Kubernetes clusters before operational debt becomes insurmountable. As AI workloads consume roughly 40% of enterprise Kubernetes clusters by 2026, the platform's default scheduler is proving fundamentally mismatched with the…...
DOE Selects 36th Class of Computational Science Graduate Fellows
2+ hour, 4+ min ago (148+ words) Twenty-nine new Ph. D. students will apply high-performance computing to accelerate discoveries in AI, quantum science and engineering, physics and advanced materials. June 17, 2026 " Twenty-nine students working toward achieving doctorates in fields that emphasize the use of computing and mathematics have been…...