Digital Commons Network^™

Low Bandwidth Full-Duplex Multimodal Llm Interaction With Contextual Interruption, Longlong Zhu, Weiyue Huang

Defensive Publications Series

Multimodal LLMs implemented on a server can support remote user interaction over a network but require continuous real-time streaming of raw, uncompressed video and/or audio. This can be infeasible due to bandwidth constraints or other reasons, and can prevent real-time feedback in time-sensitive interactive settings. This disclosure describes an asymmetric edge and cloud collaborative architecture that can enable full-duplex and seamlessly interruptible multimodal LLM orchestration at low latency. The architecture decouples sensor processing tasks from cognitive reasoning tasks involved in interaction between a user and a multimodal LLM via modalities such as audio, video, or image. Computationally heavy processing of …

Haptic Feedback To Enable Eyes-Free Capture Of Moving Subjects, Na

Defensive Publications Series

Capturing photos or videos of moving subjects with a handheld camera requires the capturing user to look frequently at a displayed preview of the captured scene to maintain subject framing. This can be difficult in many contexts and also disrupts the user’s ability to experience the event directly. This disclosure describes techniques to provide real-time, eyes-free haptic and/or visual feedback to assist users in framing and following a moving subject when capturing a photo or video. Users can select one or more primary subjects within the live preview. Upon selection, the target subject can be marked with a prominently visible …

Dynamic Provisioning And Authentication Of Ai Agent Skills And Mcp Endpoints Via Mobile Device Entitlement Configuration Architecture, Aguibou Barry, Jean-Philippe Cormier

Defensive Publications Series

Mobile operating systems and applications running on mobile terminals may rely on local autonomous AI-driven engines. These AI engines often require access to edge AI capabilities such as external context feeds or computing resources to execute high-complexity queries from a user/application. Existing architectures cannot support provisioning such dynamic AI capabilities in cellular networks. Techniques for provisioning and authenticating AI agent skills and Model Context Protocol (MCP) endpoints are described herein. The techniques extend the GSMA TS.43 Entitlement Configuration Architecture into an AI-native Capability Entitlement framework, which enables mobile terminals to dynamically discover, authenticate and provision MCP servers and network skill …

Efficient In-Context Retrieval For Search Ads Via Pre-Computed Corpus Key-Value Caching, Ladan Rabiee, Felix Yu, Ruiqi Guo, Chris Collins, Tianyin Zhou

Defensive Publications Series

A system performs large-scale information retrieval using a large language model (LLM) by pre-computing a key-value (KV) cache for a document corpus. The retrieval prompt is structured into static and dynamic parts, where the static portion includes system instructions and the entire document corpus. In an offline process, the LLM processes this static portion to generate and store a corresponding KV cache. During online inference, the system loads the pre-computed KV cache and appends the dynamic user query, which enables the LLM to perform its attention-routing task without reprocessing the entire corpus. A layerwise prefilling technique manages the memory footprint …

Method For Improving The Stability And Accuracy Of Network Correlation Engine Optimization, Wojciech Dec, Ori Menashe

Defensive Publications Series

A statistical safety gate is described herein for automatically deploying machine-tuned configurations to a production network controller, including a traffic-pattern-correlation-based link-detection engine. The gate compares a candidate engine configuration with a current production configuration using paired statistical hypothesis testing. It automatically selects McNemar's test for normal sample sizes, an exact binomial test for small discordant-pair counts, or an explicit bypass when a sample is too small. A short-circuit prevents unnecessary configuration changes when the current configuration already satisfies an operator-defined accuracy threshold. A tuned configuration is deployed only when statistical significance and positive directional improvement are both present. Candidate configurations …

Dynamic Print Trigger Compensation For A Moving Robotic Printer, Hp Inc

Defensive Publications Series

This disclosure describes a dynamic print-trigger control method for a printhead carried by a moving robotic platform. A liquid drop requires a finite time to travel from the printhead to the target surface. During this flight time, the robotic platform continues moving and may accelerate or decelerate, causing the drop to reach a position different from the intended printing position. The control method predicts the drop flight time using the printhead-to-surface distance and characteristics that affect drop ejection velocity, and predicts the movement of the robotic platform during the flight interval. The print trigger is then advanced or delayed so …

Solid State Forms Of [(2r)-2-(2-{[3,3-Dibutyl-7-(Methylsulfanyl)-1,1-Dioxo-5-Phenyl-2,3,4,5-Tetrahydro-1h-1,5-Benzothiazepin-8-Yl] Oxy}Acetamido)-2-Phenyl Acetamido] Acetic Acid And Processes For Preparation Thereof, Msn Laboratories Private Limited, R&D Center; Srinivasan Thirumalai Rajan, Sagyam Rajeshwar Reddy, Kommera Rajasekhar, Batchanaboina Venkata Subbaiah And Shamim Ahmad.

Defensive Publications Series

The present invention relates to solid state forms of [(2R)-2-(2-{[3,3-Dibutyl-7-(methylsulfanyl)-1,1-dioxo-5-phenyl-2,3,4,5-tetrahydro-1H-1,5-benzothiazepin-8-yl]oxy}acetamido)-2-phenylacetamido]acetic acid and processes for preparation thereof.

Formula-1.

Sla-Based Asynchronous Request Processing System Using Failure Response Mode, Hp Inc

Defensive Publications Series

This disclosure relates to the field of request handling in distributed network services that depend on other services. A system is disclosed that evaluates operational health signals for each service it calls and, when the evaluated condition of one of those services crosses a configured threshold, places itself into a failure-response mode for that one dependency. While the mode is active, handling is chosen from the semantics of each request. A read request receives an immediate error response, while a state-changing request is preserved in a durable store and acknowledged within the same call by an acceptance response that also …

Adaptive Semantic Memory Paging, Shubham Shivhare, Faiz Ahmed

Defensive Publications Series

The present disclosure provides a method (300) for adaptive semantic memory paging in artificial intelligence (AI) workloads. The method (300) includes receiving an AI workload comprising a plurality of memory pages, monitoring semantic execution signals associated with the AI workload, computing semantic relevance scores for the memory pages based on the semantic execution signals, and prioritizing the memory pages according to the semantic relevance scores. The method (300) further includes determining memory-tier assignments for the memory pages, placing higher-priority memory pages in higher-performance memory tiers, identifying lower-priority memory pages for migration or eviction, detecting memory pressure and changes in model …

Representation Of Processor Traces For Machine Learning Models, Sai Akhil Suggu, Anurag Adarsh, Somya Gupta, Zimuzo Ezeozue, Dwipal Desai

Defensive Publications Series

System performance trace data may be represented as a vector to allow the trace data to be efficiently processed by a machine learning model. First, the trace data is preprocessed to generate a hierarchical topology tree that maps software events to specific threads, processes, and processors. Next, an event-driven mechanism generates tokens when a system state change occurs, collapsing idle periods into a single duration attribute to achieve lossless compression and reduce overall sequence length. Each token is then converted into a concatenated input vector that aligns discrete software events and continuous hardware metrics onto a single temporal axis. Finally, …

Distributed Vertical Power Module Building Blocks For Interleaved Power Delivery To Three-Dimensional Stacked Chiplets, N/A

Defensive Publications Series

A vertical power (VPWR) module architecture delivers electrical power to three-dimensional stacked semiconductor chiplets (such as TPU, GPU, xPU) packages using distributed sub-phase building blocks. The architecture divides the phases of a multi-phase power stage, and the voltage outputs those phases feed, into two or more independent power rails, so that a four-phase stage yields two, three, or four independent voltage outputs. These sub-phase units physically map onto interleaved power rails across a ball grid array (BGA) footprint of the semiconductor packages. Positioning the sub-phase units directly beneath corresponding power rail contact locations shortens current travel paths through printed circuit …

Structural Action-Gating For Autonomous Ai Agent Handoffs: Admitting A Receiving Agent's Actions Only Upon A Conformance Verdict Against A Mutually Committed Plan Artifact, Jan Haasch, Sebastian Jeuk, Katrin Simon

Defensive Publications Series

A handoff-conformance attestation service is proposed herein that operates between two autonomous artificial intelligence (AI) agents and, before a receiving agent acts, determines whether a handoff conforms to their shared plan by being complete, consistent, and in-scope. The determination is independent of the originating agent's trust standing and is cryptographically bound to the receiving agent's action authority, so a nonconformant handoff cannot unlock autonomous action.

Pre-Execution Dollar-Cost Query Router With Policy-Gated Cross-Engine Execution, Pravesh Kumar

Defensive Publications Series

The present disclosure relates to a method and a system for routing a structured query across a plurality of heterogeneous query execution engines. The present disclosure suggests receiving a query execution request including a structured query and parsing the query to generate a canonical representation of the query. The present disclosure also suggests determining an estimated execution cost based on at least scan characteristics associated with the query and a runtime estimation associated with execution of the query. Thereafter, the present disclosure suggests determining a policy compliance condition for each of the plurality of heterogeneous query execution engines based on …

Ai Agent Watermarking, Raul Casas, Mihailo Kolundzija, Keith Griffin, Samer Hijazi

Defensive Publications Series

Artificial intelligence (AI) agents are used in a variety of call center or customer service environments.  Many times, a human caller may not be aware that they are speaking with an AI agent, which such callers may perceive as deceptive, manipulative, and/or nonconsensual.  Proposed herein are techniques for disclosing the identity of AI virtual agents that are being used during phone calls with humans. The techniques may help to reduce misuse of AI virtual agent products provided by an enterprise, thereby helping to maintain the enterprise's image as a trusted brand and setting an example to follow in the industry.

Channel Outage Recovery Using Replayed Content, Taliver Heath

Defensive Publications Series

Television services can deliver media to users over source channels, which can include cable, satellite, or internet-protocol channels. A source channel may broadcast media on a schedule common to all users of the channel. A digital video recorder (DVR) feature can allow users to schedule recordings of upcoming airings so that content is available for later playback. An airing can be a scheduled broadcast of a program on a source channel during a defined time window. When a user schedules a recording, a recording service can monitor the channel feed of the source channel during the airing. A channel feed …

Jochen Schmon, Absolute Ethical Life. Michael Lazarus On The Normativity Of Marx’S Critique Of Capitalism (An Interview By Jochen Schmon), Jochen Schmon, Michael Lazarus

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

Response To Reviewers — Emancipations Symposium On Profit And Power, Ronen Palan

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

The Enterprise Society In Motion: Reflections On Palan's Profit And Power, Corentin Cohen

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

Of What Is Such Arbitrage One Instance: On Palan's Profit And Power, Craig Murphy

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

Ronen Palan's World View: Bringing The State Back In, Steve Schifferes

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

Mncs In Space: On The Fundamental Extraterritoriality Of Mncs. Review Of Ronen Palan’S Profit And Power, Herman Mark Schwartz

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

The Age Of Intangible Assets: Thoughts On Palan’S Profit And Power, James K. Galbraith

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

After The Fall: Reflections On My Critics, Ian Shapiro

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

Hope In The Shadow Of Impasse: Analytic Logic Vs The Rhetoric Of Optimism In Ian Shapiro’S After The Fall, Albena Azmanova

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

Ian Shapiro's After The Fall Is Harsh, But Not Harsh Enough, James K. Galbraith

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

A Decline That Began At The Start Of The Journey, Not At The End: Thoughts On Ian Shapiro’S After The Fall, Nadia Urbinati

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

Changing The Wind’S Direction: Reflections On Ian Shapiro’S After The Fall, Stefan Eich

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

Roses For Keynes And Dead Flowers For Reagan In Shapiro’S After The Fall, Ian Hurd

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

“Don’T Tell Me To Keep Doing What I’M Doing, When I’M Risking My Life Trying To Get You To Do Your Job”: Thoughts On The Politics Of Distance, Alice Chapman

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

Eviscerating The State: An Update, Jean L. Cohen

Emancipations: A Journal of Critical Social Analysis

A year after the publication of her article “Eviscerating the State: The New Oligarchic and Authoritarian Project to Undermine American Constitutional Democracy (Emancipations, Vol.4: Iss.2, July 2025) Jean Cohen looks again at the threats to American constitutional democracy posed by new oligarchic and authoritarian actors in the economy, the state, and society.