October 8, 2026 · x.com
AssistRAG separates memory from answer generation
Published on November 30, 2024, the work on AssistRAG describes a way to manage memory and external knowledge without retraining the main generation model.
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October 8, 2026 · arxiv.org
Compressed attention to reduce costs in long-context models
Published on October 7, 2025, the paper presents an approach that compresses queries, keys, and values to perform attention in a smaller latent space, targeting compute and KV-cache costs.
October 8, 2026 · x.com
Attention and kernel regression: a useful connection
A 10-slide summary published on October 4, 2025 examines the relationship between kernel regression and attention, presenting this perspective as an aid to understanding the mechanism.
October 8, 2026 · ubuntu.com
Linux kernel update calls for server review
An Ubuntu security advisory published on October 2, 2026, fixes numerous vulnerabilities in the Linux kernel for GKE, across networking, storage, drivers, and file systems.
October 8, 2026 · x.com
Audio reasoning benchmark reports 92%
An Artificial Analysis report records a 92% score on Big Bench Audio for an audio model and compares time to first token with and without reasoning.
October 8, 2026 · x.com
Auto-RAG adapts iterative search to question difficulty
A post published on December 2, 2024 describes a method that plans searches and refines queries in multiple steps, adjusting the number of iterations to the difficulty of the question.
October 8, 2026 · x.com
Autoflow demonstrates Graph RAG with vector storage in TiDB
Published on November 22, 2024, the PingCAP repository describes Autoflow, a conversational Graph RAG knowledge base that uses TiDB Serverless for vector storage.
October 8, 2026 · x.com
AutoToS uses tests and breadth-first search to refine functions
On August 23, 2024, an article described how AutoToS refines successor and goal-test functions using unit-test feedback and breadth-first search.
October 8, 2026 · crowdsupply.com
Evaluate the BPI-AIM7 module for edge AI
A post dated October 11, 2025 describes the BPI-AIM7 as a low-power AI module based on the RK3588 and compatible with the Jetson Nano ecosystem.
October 8, 2026 · huggingface.co
Assess French speech synthesis for your business
A post by PHBJT, published on September 25, 2024, points to a French text-to-speech model and mentions other speech-generation options.
October 8, 2026 · x.com
Local vector search with SQLite and sqlite-vec
A publication dated August 2, 2024 presents a dependency-free C extension that adds vector search to SQLite.
October 8, 2026 · therecord.media
Connected cars: control data sharing
A September 30, 2026 article by The Record reports that automakers routinely share personal data from connected cars with third parties, including companies in the advertising ecosystem.
October 8, 2026 · therecord.media
Pegasus case dismissed for lack of California jurisdiction
On October 2, 2026, The Record reported that a California judge dismissed a lawsuit by Salvadoran journalists at El Faro who were targeted by Pegasus spyware, ruling that the state lacked jurisdiction.
October 8, 2026 · x.com
CCA: attention in a compressed latent space
A post dated October 7, 2025 describes an architecture that computes attention in a smaller latent space and reports lower memory, parameter, and operation counts in tests on H100.
October 8, 2026 · x.com
Model circuits can help predict reasoning errors
A post published on October 13, 2025 describes a method using attribution graphs to identify incorrect reasoning on arithmetic tasks, with improved detection metrics.
October 8, 2026 · cisa.gov
CISA warns of critical pre-authentication flaw in MikroTik RouterOS
A CISA advisory published on September 29, 2026 describes a flaw in the RouterOS web service that could enable remote code execution as root or denial of service. MikroTik recommends upgrading to version 7.23 or later.
October 8, 2026 · cisa.gov
CISA warns of critical Armatura One vulnerabilities
A CISA advisory published on October 1, 2026, identifies Armatura One flaws that could expose credentials, enable database access, and allow code execution with maximum privileges. The vendor recommends contacting support to obtain and apply the update.
October 8, 2026 · cisa.gov
CISA warns of authorization flaws in Meari IoT platform
A CISA advisory published October 1, 2026, reports two flaws in Meari’s OpenAPI service that allow unauthorized device changes and sensitive data exposure. All versions are affected, with no fix planned.
October 8, 2026 · cisa.gov
CISA warns of Viidure Dashcam exposure
A CISA advisory published on September 29, 2026 reports publicly accessible cloud storage and permanent credentials embedded in the Viidure Dashcam Android app.
October 8, 2026 · cisa.gov
CISA adds Cisco SD-WAN Manager flaw to KEV catalog
On September 30, 2026, CISA added CVE-2026-76504, a hexadecimal encoding flaw in Cisco Catalyst SD-WAN Manager, to its Known Exploited Vulnerabilities catalog based on evidence of active exploitation.
October 8, 2026 · cisa.gov
CISA adds NetScaler flaw to KEV catalog
On October 4, 2026, CISA added CVE-2026-88779, a Citrix NetScaler flaw, to its KEV catalog following evidence of active exploitation.
October 8, 2026 · cisa.gov
CISA adds Zammad flaws to the KEV catalog
On October 2, 2026, CISA added two Zammad vulnerabilities to the KEV catalog after identifying evidence of active exploitation.
October 8, 2026 · blog.talosintelligence.com
Cisco Talos announces monthly threat hunting for executive accounts
In an article published on September 29, 2026, Cisco Talos announced a monthly threat-hunting and intelligence-analysis service for systems associated with up to 10 key people in an organization.
October 8, 2026 · blog.talosintelligence.com
Cisco Talos reports Antino backdoor targeting Asia
Cisco Talos attributes espionage campaigns using the Antino backdoor to UAT-11587, targeting institutions in eight Asian countries.
October 8, 2026 · github.com
ckit.h: reusable utilities for C projects
Published on October 2, 2025, the ckit.h repository describes itself as a small kit of essentials for C projects. This pauta outlines how a company could assess its suitability and integrate it into its codebase.
October 8, 2026 · github.com
Audio codec for Speech LLMs: parallel tokens and streaming
In a post published on October 17, 2025, Meituan presented an open-source audio codec optimized for Speech LLMs, with parallel semantic and acoustic tokens at 16.7 Hz and low-latency streaming decoding.
October 8, 2026 · therecord.media
Unauthorized automated collection calls for controls
A The Record article reports that an Asymmetric Security investigation identified software that attempted to collect data from dozens of websites without authorization. The case highlights the need to control and monitor automated access to external sources.
October 8, 2026 · x.com
Evaluating accelerators for parallel workloads
In a post published on September 18, 2025, Graphcore describes the IPU architecture and its resources for graph-based computing and irregular, sparse workloads.
October 8, 2026 · x.com
How to evaluate AI agents on workplace tasks
TheAgentCompany covers software development, project management, administration, and data science tasks to evaluate AI agents.
October 8, 2026 · github.com
How to assess tools that bypass network inspection
A publication dated August 30, 2024, cites three open-source tools for bypassing deep packet inspection and points to a practical use: assessing network filtering controls.
October 8, 2026 · x.com
Evaluating real-time speech inference
Published on September 18, 2024, the article presents Moshi, a 7.6-billion-parameter speech-to-speech model, and Mimi, a streaming audio codec.
October 8, 2026 · contrib.andrew.cmu.edu
How to evaluate an open RISC-V FPGA platform
Published on July 10, 2024, the project proposes a 64-bit RISC-V computer on an FPGA that can run Linux and host its own development.
October 8, 2026 · elastic.co
Operational tags help prioritize SIEM detection rules
In an article published on October 5, 2026, Elastic Security Labs describes monthly tags for assessing noise, performance, threat, and recommendation across preconfigured SIEM rules.
October 8, 2026 · artificialanalysis.ai
Comparing speech-to-text options by quality, speed and cost
On June 24, 2024, Artificial Analysis published a comparison of speech-to-text models by word error rate, speed and price, with a ranking intended to guide selection by use case.
October 8, 2026 · github.com
How to build a RAG pipeline for PDFs
A notebook published on November 28, 2024 demonstrates a RAG recipe for PDFs with Docling and Weaviate, using document conversion to Markdown or JSON.
October 8, 2026 · x.com
Developing high-performance CUDA matmul kernels
Published on September 29, 2025, the guide covers GPU memory hierarchy, CUDA programming, and PTX/SASS inspection to inform the development of matmul kernels.
October 8, 2026 · x.com
Balancing adaptation and memory in model training
A study published on October 5, 2025, reports that a model trained on 12,000 small tasks combined new ideas and notes distinct effects from structured and mixed lessons.
October 8, 2026 · x.com
How to observe information flow in LLMs
Published on October 9, 2025, the publication proposes three stages for information flow in LLMs and links massive activations to attention sinks and compression valleys.
October 8, 2026 · blog.talosintelligence.com
Make attacks harder to carry out
In an article published on October 1, 2026, Cisco Talos researchers recommend deception, behavioral detections, and controls that limit attackers’ options.
October 8, 2026 · lwn.net
Undefined behavior in C and memory safety
A LWN article covers Martin Uecker's presentation on undefined behavior in C and the possibility of making the language memory-safe.
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