LIVE PULSE
5.0 Anthropic CEO Amodei calls for slower AI development and shared safety rules — 11 src2.7 Agility Robotics unveils Digit 5 humanoid for warehouses and factories — 2 src2.5 Apple ships rebuilt Siri with Google Gemini, but not in the EU — 2 src2.2 Siri AI in macOS 27 Golden Gate: FAQ, Germany availability, privacy questions — 2 src1.7 Sam Altman says OpenAI will not go public in 2026, citing AI safety concerns — 5 src1.4 OpenAI contractors review real ChatGPT conversations to rate responses, report says — 2 src1.3 Anthropic data retention policy prompts firms to limit Claude use for sensitive work — 1 src1.3 Study traces LLM hallucinations to competing latent associations — 1 src1.3 Arabic-Russian Parallel Corpus and LLM Benchmark for Scientific Text — 1 src1.3 Study Analyzes Self-Reported Limitations in NLP Research — 1 src5.0 Anthropic CEO Amodei calls for slower AI development and shared safety rules — 11 src2.7 Agility Robotics unveils Digit 5 humanoid for warehouses and factories — 2 src2.5 Apple ships rebuilt Siri with Google Gemini, but not in the EU — 2 src2.2 Siri AI in macOS 27 Golden Gate: FAQ, Germany availability, privacy questions — 2 src1.7 Sam Altman says OpenAI will not go public in 2026, citing AI safety concerns — 5 src1.4 OpenAI contractors review real ChatGPT conversations to rate responses, report says — 2 src1.3 Anthropic data retention policy prompts firms to limit Claude use for sensitive work — 1 src1.3 Study traces LLM hallucinations to competing latent associations — 1 src1.3 Arabic-Russian Parallel Corpus and LLM Benchmark for Scientific Text — 1 src1.3 Study Analyzes Self-Reported Limitations in NLP Research — 1 src
HEATPULSEAI MAGAZINES
FLIP · FOLLOW · SAVE
Log inSign up

#compilers

3 curated events
papersTODAY 04:00 UTC

SkyEgg Uses Equality Saturation for Heterogeneity-Aware FPGA Hardware Synthesis

A research paper presents SkyEgg, a hardware synthesis approach that applies equality saturation to exploit the varying resource capabilities and timing configurability of modern FPGAs. The method aims to bridge high-level programs and accelerator designs by accounting for heterogeneous hardware resources during synthesis. The work is published on arXiv under cs.CL as a cross-listing replacement.

fpga/hardware-synthesis/equality-saturation/compilers
papersTODAY 04:00 UTC

arXiv Paper Proposes LLVM IR Ranking to Speed Up Transfer-Learning Autotuning

A new arXiv preprint describes a method that uses predictive ranking of LLVM intermediate representation to accelerate transfer-learning-based performance autotuning in high-performance computing. The approach aims to reduce the cost of finding optimal configurations as HPC systems grow more complex. It is categorized under machine learning research.

research/hpc/autotuning/compilers
papersSEP 11 04:00 UTC

SparseDitto: Agentic Compilation Framework Tunes Sparse GPU Kernels

A new arXiv paper introduces SparseDitto, a framework that uses an agentic approach to generate sparse matrix computation code for GPUs. It synthesizes implementations that account for both the sparsity pattern of the input and the specifics of the target hardware. The authors note that no single existing implementation performs best across all sparsity patterns, operators, and GPU architectures.

gpu/sparse-computation/compilers/agents