TNUSRB SI Preparation Tips 2025 helps candidates prepare well for the written exam. Check general tips, subject-wise strategy ...

We propose FreeDave (Free Draft-and-Verification), a fast sampling algorithm for diffusion language models, which achieves lossless parallel decoding via a pipeline of parallel-decoded candidate ...

Abstract: We establish that a large, flexible class of long, high redundancy error correcting codes can be efficiently and accurately decoded with guessing random ...

The IRS has released its guidance for the "no tax on tips" and "no tax on overtime" provisions of the One Big Beautiful Bill Act (OBBBA), for workers who can claim the deductions for the 2025 tax year ...

What if a machine could think, reason, and even make ethical decisions as well as, or better than, a human? With the release of Claude Opus 4.5, that question feels less like science fiction and more ...

The company says the Claude Opus 4.5 brings marked improvements in three areas of coding, agentic tool use, and long-context reasoning. On coding, the company reports that Opus 4.5 solves more ...

Abstract: Prior research on directional focus decoding, a.k.a. selective Auditory Attention Decoding (sAAD), has primarily focused on binary “left-right” tasks. However, decoding of the attended ...

The Internal Revenue Service issued guidance Friday for workers eligible to claim the deduction for tips and overtime income for tax year 2025. Notice 2025-69 provides clarification on how to ...

The IRS won’t require employers to separately report tips and overtime in 2025, which may be confusing for employees. New IRS guidance can help taxpayers figure the deductions. The IRS has released ...