Each item sums up the news and what a company can do.
October 8, 2026 · x.com
A post dated October 4, 2025 describes a paper proposing three stages of grokking in modular addition and a data threshold near n log n, with weight decay and moderate width supporting feature learning.
October 8, 2026 · tokens-for-thoughts.notion.site
A guide published on October 12, 2025, on adapting LLMs: from next-token prediction to instruction following, including training methods and evaluation.
October 8, 2026 · x.com
In an article published on October 12, 2025, SanDisk proposes NAND-based memory with 8 to 16 times the capacity of HBM. First samples are expected in the second half of 2026.
October 8, 2026 · github.com
A repository published on February 6, 2025 presents a decoder-only model for simultaneous French-to-English and English-to-French speech translation, trained on synthetic data.
October 8, 2026 · x.com
Published on December 1, 2024, the post describes an attack that uses injected texts, attention diversion, and instructions to manipulate RAG system outputs.
October 8, 2026 · arxiv.org
An article published on January 14, 2025 describes a method that analyzes network-packet segments and reports promising results on CIC-IDS2017.
October 8, 2026 · x.com
A Backprop post published on August 16, 2024 reports reasonable performance in a benchmark with more than 100 concurrent requests on a single GPU.
October 8, 2026 · x.com
On September 25, 2024, the AirLLM publication described inference that loads one Transformer layer at a time from disk, as well as block quantization and compression support.
October 8, 2026 · arxiv.org
Published on October 13, 2025, the paper presents an attention system that switches between dense and sparse modes for short and long sequences.
October 8, 2026 · jhalon.github.io
Published on April 20, 2025, the article opens a three-part series on Chrome internals and browser exploitation, introducing V8 and JavaScript internals.
October 8, 2026 · x.com
On August 22, 2024, AI21 Labs announced the Jamba 1.5 Mini and Large models, combining Mamba and Joint Attention, with a 256K-token context window and features including ExpertInt8 and JSON output.
October 8, 2026 · x.com
A study published on October 8, 2025, presents a way to estimate sample probabilities using an encoder’s Jacobian, without retraining.
October 8, 2026 · aleksagordic.com
An article published on October 1, 2025, on GPU architecture and kernel techniques for accelerating matrix multiplication.
October 8, 2026 · x.com
A post published on November 29, 2024 describes an approach combining vector RAG with breadth-first and best-first iterative search, without index summarization.
October 8, 2026 · arxiv.org
A description published on October 13, 2024 presents a RAG framework combining graph-based text indexing with low- and high-level retrieval for entity-specific and conceptual information.
October 8, 2026 · github.com
On September 24, 2025, the linux-insides project updated its fourth chapter on Linux kernel boot to cover modern kernel versions.
October 8, 2026 · github.com
In a post published on August 16, 2024, Neural Magic introduced a library of compression techniques intended to reduce inference latency while preserving accuracy.
October 8, 2026 · x.com
Published on July 30, 2024, the example applies LoRA to a 5-million-parameter MLP for classification and compares performance with the adapter enabled and disabled.
October 8, 2026 · x.com
A Thinky Machines post published on September 29, 2025 describes LoRA configurations for reinforcement learning fine-tuning and claims rank 1 can match full fine-tuning performance when configured well.
October 8, 2026 · arxiv.org
Published on October 24, 2024, the MaskGCT paper presents a text-to-speech model that the publication says can clone a voice from five seconds of speech.
October 8, 2026 · x.com
A survey published on August 11, 2025, by researchers at Renmin University of China and Huawei covers the design, evaluation, applications, limitations, and future directions of memory in LLM-based agents.
October 8, 2026 · ai.meta.com
On September 24, 2025, Meta presented Code World Model, a 32-billion-parameter model with open weights for research into code generation with world models.
October 8, 2026 · x.com
A September 22, 2025 post describes an architecture that alternates silent reasoning with spoken tokens, alongside a new dataset and reported gains in arithmetic reasoning and contextual understanding.
October 8, 2026 · github.com
Published on June 19, 2025, the publication describes a compiler that transforms LLMs into persistent megakernels and claims latency reductions of 1.2 to 6.7 times.
October 8, 2026 · arxiv.org
Published on October 6, 2025, the paper presents a continuous tuning method using LoRA experts and reports evaluations on the MTL5 and Tencent3 benchmarks, plus an A/B test.
October 8, 2026 · cnx-software.com
In a publication dated August 11, 2025, Sipeed introduced the Maix4-HAT, with an AXera AX650N NPU, up to 72 TOPS in INT4 or 18 TOPS in INT8, and 8 GB of LPDDR4x RAM for edge Transformer inference.
October 8, 2026 · x.com
Experiments on models from 410 million to 120 billion parameters link extreme activation norms of the initial token to compression valleys and attention sinks.
October 8, 2026 · github.com
On November 19, 2024, the OpenScholar repository presented code, model checkpoints, a collection of more than 45 million papers through October 2024, and the ScholarQABench benchmark.
October 8, 2026 · modal.com
In a post published on September 26, 2025, Modal describes reverse-engineering techniques for FlashAttention-4 and attributes a 20% performance gain to them.
October 8, 2026 · x.com
Published on August 8, 2024, the announcement presents Mini and Large v1, models trained on 45,000 hours of speech, with voice controls set through text prompts.
October 8, 2026 · x.com
The PEER architecture combines product-key routing and single-neuron MLP experts to sparsely select the components used for each input.
October 8, 2026 · szymonozog.github.io
A post dated September 21, 2025, begins a development diary about Penny, a GPU communication library built manually.
October 8, 2026 · x.com
On September 7, 2025, a NVIDIA post described a system that turns natural-language research strategies into executable functions, using search, interchangeable language models, and sandboxed execution.
October 8, 2026 · x.com
Published on September 17, 2025, the post describes a method for extracting low-rank adapters from fine-tuned checkpoints without training data or gradients.
October 8, 2026 · x.com
Published on January 7, 2025, the text describes Piper, a local system that converts text to speech with multiple voices, languages, and customizable options.
October 8, 2026 · jax-ml.github.io
Published on September 17, 2025, the material collects GPU programming resources and includes a chapter on chips, interconnects, and implications for LLM workloads.
October 8, 2026 · github.com
On September 22, 2025, Qwen introduced three models combining text, images, audio, and video, with speech input and output.
October 8, 2026 · cnx-software.com
Published on October 14, 2025, the article describes a Nano-ITX single-board computer with a CIX P1 SoC, up to 64 GB of LPDDR5, and a 30/45 TOPS AI accelerator.
October 8, 2026 · x.com
A post published on August 12, 2025 describes a method that plans dependencies among subproblems for each query and reports outperforming GraphRAG systems on three multi-hop question-answering datasets.
October 8, 2026 · x.com
Published on December 1, 2024, the paper presents RARe, a method that uses BM25-retrieved query-document pairs as examples to guide retrieval models.
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