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SiliconANGLE AI

Beyond the books: Real-time data is driving a small-business lending surge

Small businesses have long treated cash flow management as an afterthought, tallying expenses after the money is gone. Now, financial platforms are folding payments, payroll, credit and lending into one system that can see money moving both ways — and predict where it is headed. That shift puts software providers in direct competition with banks […] The post Beyond the books: Real-time data is driving a small-business lending surge appeared first on SiliconANGLE.

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SiliconANGLE AI

The race to deploy AI agents finds a familiar hurdle in data access

Enterprises racing to put AI agents into production are discovering that role-based access control, not model choice, decides whether those agents can be trusted. Rising inference costs, privacy worries and sovereignty demands are also pulling more AI workloads back inside corporate data centers. That shift favors companies that have spent years governing sensitive data at […] The post The race to deploy AI agents finds a familiar hurdle in data access appeared first on SiliconANGLE.

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SiliconANGLE AI

AI’s production push puts data platforms on the hook for results

Enterprise data platforms must turn AI pilots into measurable business returns while overcoming the data access, sovereignty and cost barriers that stand between experimentation and production. The conversation is shifting from what AI can do to how companies make it pay off. One data platform provider has responded by folding its post-sales teams under a […] The post AI’s production push puts data platforms on the hook for results appeared first on SiliconANGLE.

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SiliconANGLE AI

AI agents cut critical research time for humanitarian teams in conflict zones

Humanitarian groups working in conflict zones are finding that agentic AI can shorten the research cycle between a crisis and an informed response. Cloudera Inc. has built its AI strategy around deployment flexibility, and one nonprofit partner is testing that approach on the front lines. But the aim is to give analysts a faster starting […] The post AI agents cut critical research time for humanitarian teams in conflict zones appeared first on SiliconANGLE.

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SiliconANGLE AI

Brakes built for speed: Why least privilege lets monday.com’s AI teams move faster

As AI agents spread across enterprise workflows, permission management is becoming one of the most practical levers for keeping them safe. Agents act with the access people give them, so the old problem of sprawling privileges now plays out at machine speed. Governance is often cast as a brake on that momentum, especially as work […] The post Brakes built for speed: Why least privilege lets monday.com’s AI teams move faster appeared first on SiliconANGLE.

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SiliconANGLE AI

Monday.com bets on deployment experts to turn AI agents into real returns

Enterprises have embraced AI for everyday tasks, but turning autonomous agents into measurable business returns is proving far harder. The bottleneck is no longer the technology but the organizational change needed to rewire processes around it. Software providers are responding by pairing their platforms with hands-on guidance. Since monday.com Ltd. relaunched as an AI work […] The post Monday.com bets on deployment experts to turn AI agents into real returns appeared first on SiliconANGLE.

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SiliconANGLE AI

HPE cuts executive status meetings with no-code apps built on monday.com

Enterprises are learning that no-code apps deliver the most value when the people closest to the work build them. As AI agents arrive inside work management platforms, the harder task is getting employees comfortable enough to use them without letting adoption spin out of control. That shift is playing out at Hewlett Packard Enterprise Co., […] The post HPE cuts executive status meetings with no-code apps built on monday.com appeared first on SiliconANGLE.

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SiliconANGLE AI

Motion Picture Association runs its legal operations on a CRM built for sales

Legal operations teams are finding that software built for sales pipelines can just as easily run investigations and member communications. As AI agents take on triage work, even nontechnical teams are building those workflows themselves. That shift is playing out at the Motion Picture Association Inc., where a CRM module on monday.com Ltd.’s AI work […] The post Motion Picture Association runs its legal operations on a CRM built for sales appeared first on SiliconANGLE.

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SiliconANGLE AI

Continuous close could make accountants everyday business advisors

Continuous close, in which a company’s books are closed every day instead of weeks after month-end, could change how accounting firms serve clients. As artificial intelligence shrinks the lag between a transaction and the advice built on it, year-end cleanup can become a running conversation. Software makers are retooling their products around the firms that […] The post Continuous close could make accountants everyday business advisors appeared first on SiliconANGLE.

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llama.cpp releases

b11985

metal : faster MXFP4 mat-vec, full threadgroups for unary/binary/GLU (#31075) * metal : faster MXFP4 mat-vec kernel Decode the fp4 values with the fp16 bit trick instead of a threadgroup lookup table, and load the packed nibbles as aligned 32-bit words. The kernel no longer uses threadgroup memory. * metal : launch contiguous unary and binary ops with full threadgroups The contiguous unary path and the row-broadcast binary path used one thread per threadgroup. Use up to 256 threads per threadgroup and bound-check the tail. * metal : split GLU rows across threadgroups A GLU row ran on one threadgroup, so single-row decode used a single threadgroup for the whole op. Split each row over threadgroups of up to 256 threads. **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon

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SiliconANGLE AI

Intuit rewires accounting education as AI pushes new hires toward client work

As AI automates routine finance work, the repetitive tasks that once defined entry-level accounting are disappearing, and advisory services are moving to the center of how firms create value. That shift leaves colleges racing to prepare graduates for a job that looks very different from the one in the textbooks. Closing the gap between classroom […] The post Intuit rewires accounting education as AI pushes new hires toward client work appeared first on SiliconANGLE.

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SiliconANGLE AI

Intuit rewires accounting education as AI pushes new hires toward client work

As AI automates routine finance work, the repetitive tasks that once defined entry-level accounting are disappearing, and advisory services are moving to the center of how firms create value. That shift leaves colleges racing to prepare graduates for a job that looks very different from the one in the textbooks. Closing the gap between classroom […] The post Intuit rewires accounting education as AI pushes new hires toward client work appeared first on SiliconANGLE.

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SiliconANGLE AI

Dell expands cyber recovery tools to protect identity

Restoring data after a cyberattack isn’t enough if the identity systems that control access are compromised. Dell Technologies Inc. is extending its cyber recovery tools to cover those systems, putting identity resilience alongside data protection. That gap is widening as AI ties data, identity, infrastructure and applications into interdependent systems, making data protection a core […] The post Dell expands cyber recovery tools to protect identity appeared first on SiliconANGLE.

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SiliconANGLE AI

Dell sees AI agent guardrails as a path to greater autonomy

As enterprises put AI agents to work, they face a challenge: How can they give those systems more autonomy while keeping AI agent guardrails in place? Security and resilience are becoming central considerations as enterprises decide which tasks to delegate to AI agents. Those decisions extend beyond individual actions to the data protection and cyber […] The post Dell sees AI agent guardrails as a path to greater autonomy appeared first on SiliconANGLE.

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SiliconANGLE AI

Dell links supply chain security to the challenges of agentic AI

Supply chain security is taking on new importance as enterprises bring AI into core business operations. Those deployments introduce risks that require security teams to examine how infrastructure, data and autonomous systems are protected. As AI agents gain the ability to act on their own, executives need to rethink where risk lives and who controls […] The post Dell links supply chain security to the challenges of agentic AI appeared first on SiliconANGLE.

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SiliconANGLE AI

Cloudera bets portability, not agents, will set it apart in enterprise AI

Enterprises racing toward AI automation are finding that where their models and data run matters as much as what the models can do. Regulatory pressure, rising token costs and fear of lock-in are pushing companies to demand more control over their AI workloads. That demand is shaping how data platform providers pitch their next act. […] The post Cloudera bets portability, not agents, will set it apart in enterprise AI appeared first on SiliconANGLE.

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llama.cpp releases

b11933

vulkan: fix CI llvmpipe by allowing dim 3 broadcast in MUL_MAT (#31239) * vulkan: allow dim 3 broadcast in MUL_MAT supports_op rejected every MUL_MAT whose src0 and src1 differ in ne3, although mul_mm, mul_mmq and mul_mat_vec already broadcast src0 over dim 3 through broadcast3. Such a matmul then ran on the CPU with a copy of the weight, and the split layout changed with the number of streams in the ubatch. Keep the strict check for MUL_MAT_ID only, and route the broadcast cases away from mul_mat_vec_nc, the one path that requires equal ne3. * tests : harden MUL_MAT with permuted dim 3 broadcast cases Harden the MUL_MAT coverage with a weight broadcast over dim 3 against a permuted per-stream activation, the shape of an MLA output projection with a non unified KV cache, for a single token

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SiliconANGLE AI

Edge Sound raises $2M to help physical AI make sense of audio

Edge Sound Research Inc. today announced it has raised $2 million in new funding to build audio infrastructure that isolates useful sounds and combines them with other sensor data to help physical AI systems understand what’s happening in real time. Stormbreaker Ventures led the round, bringing the company’s total funding to $9 million. When the […] The post Edge Sound raises $2M to help physical AI make sense of audio appeared first on SiliconANGLE.

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arXiv cs.DC

When and Why to Use TMA: A Workload-Grounded Characterization of Tensor Memory Acceleration on NVIDIA Hopper GPUs

arXiv:2610.34907v1 Announce Type: new Abstract: The Tensor Memory Accelerator (TMA), introduced on NVIDIA Hopper, is used pervasively in production GPU kernels yet its usage is conspicuously selective: expert kernel developers in CUTLASS, FlashAttention-3, and FlashInfer apply TMA to some tensor operands within a kernel but fall back to cp.async, direct global loads, or distributed shared memory (DSM) for others. Vendor documentation describes the API, and recent microbenchmarking work characterizes TMA throughput in isolation, but neither answers the question practitioners actually face: given a memory operand in a kernel, should it use TMA, and if so, with or without cluster multicast? We address this gap with a workload-grounded characterization study on H100. We catalog the TMA, multic

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SiliconANGLE AI

Three insights you may have missed from theCUBE’s coverage of Workiva’s Amplify event

Enterprise AI governance is moving into the data, workflows and controls that determine what automated systems can do. As agents take on consequential work in finance, audit, compliance and sustainability, organizations need results that are grounded in business context, traceable to their sources and governed by clear accountability. TheCUBE’s preview of Workiva’s Amplify event highlighted […] The post Three insights you may have missed from theCUBE’s coverage of Workiva’s Amplify event appeared first on SiliconANGLE.

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