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  • All entries123,134
  • Agents10,331
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  • Hardware2,684
  • Industry6,761
  • Local Ai6,836
  • Model Releases35,386
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  • Safety18,962
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123,134Total entries
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13Categories

Knowledge catalogue

Search: “consulting”

GridTimelineEvolution
49+ results
Model Releases

How a Chatbot's Response Style Shapes a Classroom: A Multi-Agent Simulation of Students Consulting AI

DGX agent

arXiv:2609.05018v1 Announce Type: cross Abstract: LLM-based chatbots are increasingly used as everyday confidants. Because they are designed to maximize user satisfaction, they can respond with excess

model-releasesarxiv-cs-ai
7 Sept 2026
Human
DGX agent

Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters
Model Releases

PA-CoT: Profile-Adaptive Chain-of-Thought for Personalized Nutritional Consulting

DGX agent

arXiv:2608.24907v1 Announce Type: cross Abstract: In health and nutrition consulting, widely used prompting methods pass the user profile as an unstructured block without a dedicated analysis step, le

model-releasesarxiv-cs-cl
27 Aug 2026
Industry

UK consulting executives say AI has made interpersonal skills more valuable, as the companies consider more office time for junior staff to hone them (Ellesheva Kissin/Financial Times)

DGX agent

Ellesheva Kissin / Financial Times: UK consulting executives say AI has made interpersonal skills more valuable, as the companies consider more office time for junior staff to hone them — Artificial i

industrytechmeme
27 Aug 2026
Industry

Sources: Microsoft plans to announce job cuts next week affecting less than 2.5% of its 220,000-person workforce, including roles in sales, consulting, and Xbox (Ashley Stewart/Business Insider)

DGX agent

Ashley Stewart / Business Insider: Sources: Microsoft plans to announce job cuts next week affecting less than 2.5% of its 220,000-person workforce, including roles in sales, consulting, and Xbox — -

industrytechmeme
30 Jun 2026
Industry

How CFOs in consulting can recover margin with Databricks

DGX agent

This article discusses how Chief Financial Officers at consulting firms can use Databricks' data and AI platform to improve operational margins and profitability. It likely covers strategies for lever

industrydatabricks
12 May 2026
Model Releases

We’re releasing a broad range of new mathematical results produced by an internal frontier model. We’ve been consulting with the independent…

DGX agent

We’re releasing a broad range of new mathematical results produced by an internal frontier model. We’ve been consulting with the independent Advisory Group on Mathematics and Artificial Intelligence a

model-releasesopenai--x
6 Oct 2026
Industry

What is Jony Ive actually building with OpenAI? In May 2024, when he was still consulting, folks thought it was a voice-based on-desk device…

DGX agent

What is Jony Ive actually building with OpenAI? In May 2024, when he was still consulting, folks thought it was a voice-based on-desk device. In May 2025, rumor was a wearable pin or that it could be

industryallie-k--miller--x
1 Oct 2026
Industry

Indian IT giant TCS agrees to acquire Porsche's IT consulting business, MHP, for €320M as part of a five-year, €1.25B contract to provide AI services to Porsche (Priyanka Salve/CNBC)

DGX agent

Priyanka Salve / CNBC: Indian IT giant TCS agrees to acquire Porsche's IT consulting business, MHP, for €320M as part of a five-year, €1.25B contract to provide AI services to Porsche — Porsche has si

industrytechmeme
27 Aug 2026
Tutorials

New IDC study: The business value of Mandiant Consulting

DGX agent

Security leaders are now expected to protect business growth and clearly articulate security value to their board of directors, in addition to managing risk. While translating technical defense into m

tutorialsgoogle-cloud-ai
1 Jul 2026
Industry

AI is forcing consulting firms to shift from hourly billing to fixed-fee or outcome-based pricing, a transition proving slow and difficult for the industry (Mark Maurer/Wall Street Journal)

DGX agent

Mark Maurer / Wall Street Journal: AI is forcing consulting firms to shift from hourly billing to fixed-fee or outcome-based pricing, a transition proving slow and difficult for the industry — As AI t

industrytechmeme
29 Jun 2026
Applications

I took the new AA-Briefcase scores from @ArtificialAnlys (basically having the AI do multi-week consulting gigs with a lot of complexity) an…

DGX agent

I took the new AA-Briefcase scores from @ArtificialAnlys (basically having the AI do multi-week consulting gigs with a lot of complexity) and graphed the frontier curve for open and closed models: 1)

applicationsethan-mollick--x
29 Jun 2026
Applications

The FBI seizes 13 domains allegedly tied to fake consulting firms that sought information from US government and military employees for suspected Chinese agents (A.J. Vicens/Reuters)

DGX agent

A.J. Vicens / Reuters: The FBI seizes 13 domains allegedly tied to fake consulting firms that sought information from US government and military employees for suspected Chinese agents — Federal author

applicationstechmeme
10 Jun 2026
Applications

I wrote a new post on what we need to keep human and what to hand over to AI, with forays into experiments in education, consulting, and the…

DGX agent

I wrote a new post on what we need to keep human and what to hand over to AI, with forays into experiments in education, consulting, and the the latest controversy over literary prizes. https://www.on

applicationsethan-mollick--x
26 May 2026
Applications

You will know that the AI labs believe in ASI when they disband their newly formed consulting (sorry “forward deployed engineering”) groups.…

DGX agent

You will know that the AI labs believe in ASI when they disband their newly formed consulting (sorry “forward deployed engineering”) groups. As long as people are required to figure out how AI is usef

applicationsethan-mollick--x
12 May 2026
Model Releases

OpenAI launches the OpenAI Deployment Company with a $4B+ investment to help organizations build and deploy AI systems, and acquires AI consulting firm Tomoro (Reuters)

DGX agent

Reuters: OpenAI launches the OpenAI Deployment Company with a 4B+ investment to help organizations build and deploy AI systems, and acquires AI consulting firm Tomoro — OpenAI said on Monday it is set

model-releasestechmeme
11 May 2026
Model Releases

Evaluating Deep Research Agents on Expert Consulting Work: A Benchmark with Verifiers, Rubrics, and Cognitive Traps

DGX agent

arXiv:2605.17554v1 Announce Type: new Abstract: Frontier deep research agents (DRAs) plan a research task, synthesize across documents, and return a structured deliverable on demand. They are being de

model-releasesarxiv-cs-ai
19 May 2026
Industry

How AI is starting to dismantle the hegemony of the Big Four consultancies and other large firms, as AI agents help smaller consultancies handle big workloads (Financial Times)

DGX agent

Financial Times: How AI is starting to dismantle the hegemony of the Big Four consultancies and other large firms, as AI agents help smaller consultancies handle big workloads — The technology opens t

industrytechmeme
27 May 2026
Agents

Real-World Doctor Agent with Proactive Consultation through Multi-Agent Reinforcement Learning

DGX agent

arXiv:2505.19630v4 Announce Type: replace Abstract: Large language models (LLMs) struggle in real-world clinical consultations. Single-turn consultation systems require patients to describe all sympto

agentsarxiv-cs-cl
1 May 2026
Model Releases

ConsultMind:Towards Automated Diagnostic Consultation via Uncertainty-Aware Reasoning

DGX agent

arXiv:2609.30796v1 Announce Type: new Abstract: Diagnostic consultation is an online sequential decision-making process in which clinicians gather evidence through patient interaction until a diagnosi

model-releasesarxiv-cs-ai
28 Sept 2026
Research

LLMs for Medical Consultation Are Evaluated Too Late: The Preformulation Gap

DGX agent

arXiv:2608.17330v1 Announce Type: new Abstract: Large language models for medical consultation are often evaluated after a clinical problem has already been made clear, although real consultations may

researcharxiv-cs-ai
19 Aug 2026
Model Releases

MedRealMM: A Real-World Multimodal Benchmark for Chinese Online Medical Consultation

DGX agent

arXiv:2607.09142v2 Announce Type: replace Abstract: Large language models (LLMs) are increasingly deployed in online medical consultation, yet existing benchmarks remain poorly aligned with real clini

model-releasesarxiv-cs-ai
16 Jul 2026
Model Releases

Towards Expert-level Medical AI for Real-time Video Consultations

DGX agent

arXiv:2608.09861v1 Announce Type: new Abstract: Audio-visual interaction is the standard for patient-physician consultations, enabling natural communication and effective assessment of illness through

model-releasesarxiv-cs-ai
11 Aug 2026
Safety

Traceable by Design: An LLM Pipeline and Dashboard for EU Regulatory Consultation Analysis

DGX agent

arXiv:2605.30995v1 Announce Type: cross Abstract: Public consultations generate large volumes of data in the form of stakeholder submissions that are practically unfeasible to analyse manually. We pre

safetyarxiv-cs-cl
1 Jun 2026
Model Releases

Evaluating the Pre-Consultation Ability of LLMs using Diagnostic Guidelines

DGX agent

arXiv:2601.03627v3 Announce Type: replace Abstract: We introduce EPAG, a benchmark dataset and framework designed for Evaluating the Pre-consultation Ability of LLMs using diagnostic Guidelines. LLMs

model-releasesarxiv-cs-cl
13 May 2026
Model Releases

MAP-Law: Coverage-Driven Retrieval Control for Multi-Turn Legal Consultation

DGX agent

arXiv:2605.01486v1 Announce Type: new Abstract: Legal consultation is a high-stakes, knowledge-intensive task that requires agents to identify relevant legal issues, retrieve authoritative support, an

model-releasesarxiv-cs-ai
6 May 2026
Model Releases

SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation

DGX agent

arXiv:2601.04638v2 Announce Type: replace Abstract: Medical consultations are intrinsically speech-centric. However, most prior works focus on long-text-based interactions, which are cumbersome and pa

model-releasesarxiv-cs-cl
21 Apr 2026
Model Releases

A Channel-Boosted Multi-Agent System with Iterative Consultation for Document Sensitivity Classification

DGX agent

arXiv:2609.22212v1 Announce Type: new Abstract: Organizations in critical national infrastructure sectors must assess heterogeneous documents for sensitivity before routing or storage. Manual assessme

model-releasesarxiv-cs-cl
22 Sept 2026
Model Releases

Divide, Consult, Conquer: Capability Laundering Through Aligned LLMs

DGX agent

arXiv:2609.15383v1 Announce Type: cross Abstract: Language model safety is typically evaluated one interaction at a time. We show that a weaker, unaligned model can split a harmful task into benign-lo

model-releasesarxiv-cs-ai
15 Sept 2026
Safety

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents

DGX agent

arXiv:2607.18999v2 Announce Type: replace-cross Abstract: Evaluating multi-turn medical consultation agents requires judging the diagnostic support provided by the histories they elicit through intera

safetyarxiv-cs-ai
28 Jul 2026
Safety

Participatory provenance as representational auditing for AI-mediated public consultation

DGX agent

arXiv:2604.20711v1 Announce Type: new Abstract: Artificial intelligence is increasingly deployed to synthesize large-scale public input in policy consultations and participatory processes. Yet no form

safetyarxiv-cs-ai
23 Apr 2026
Tutorials

OpenAI wants to consult elite mathematicians about how to not fumble again

DGX agent

After turning a string of spectacular mathematical results into a reputational crisis, OpenAI is consulting human mathematicians to help it figure out a less disastrous path forward. On Monday, the co

tutorialsthe-verge-ai
22 Sept 2026
Agents

MIND: Unified Inquiry and Diagnosis RL with Criteria Grounded Clinical Supports for Psychiatric Consultation

DGX agent

arXiv:2603.03677v2 Announce Type: replace-cross Abstract: Psychiatric consultation requires agents to elicit discriminative evidence, map uncertain narratives to diagnostic criteria, and decide when e

agentsarxiv-cs-ai
1 Sept 2026
Applications

Anthropic-backed enterprise AI venture Ode is acquiring four-year-old AI consultancy Casper for an undisclosed fee; Ode has 100+ staff after buying Fractional (Julia Hornstein/The Information)

DGX agent

Julia Hornstein / The Information: Anthropic-backed enterprise AI venture Ode is acquiring four-year-old AI consultancy Casper for an undisclosed fee; Ode has 100+ staff after buying Fractional — A jo

applicationstechmeme
20 Aug 2026
Model Releases

Just over 6 months later, Opus 5 now produces near-superhuman level spreadsheets and slide decks that match what a consultant would make. Th…

DGX agent

Just over 6 months later, Opus 5 now produces near-superhuman level spreadsheets and slide decks that match what a consultant would make. Things are changing fast. Media I'm hearing from many folks ac

model-releasesboris-cherny--x
24 Jul 2026
Model Releases

First, do NOHARM: a medical safety benchmark and randomized study of physician and AI teaming on clinical consultations

DGX agent

arXiv:2512.01241v4 Announce Type: replace-cross Abstract: Large language models (LLMs) and medical AI tools are routinely used by physicians and patients for medical advice, yet their clinical safety

model-releasesarxiv-cs-ai
15 Jul 2026
Industry

Political campaign managers and consultants are using AI to analyze voter data, create campaign materials, and more; survey: 87% of campaigners use AI daily (Stuart A. Thompson/New York Times)

DGX agent

Stuart A. Thompson / New York Times: Political campaign managers and consultants are using AI to analyze voter data, create campaign materials, and more; survey: 87% of campaigners use AI daily — A.I.

industrytechmeme
30 Jun 2026
Industry

AI will significantly disrupt IT consultancies as AI labs build their own advisory arms and execs expect more outcome-based pricing over hourly billing models (Stephen Foley/Financial Times)

DGX agent

Stephen Foley / Financial Times: AI will significantly disrupt IT consultancies as AI labs build their own advisory arms and execs expect more outcome-based pricing over hourly billing models — Accent

industrytechmeme
2 Jun 2026
Industry

Sources: SpaceX is currently targeting an IPO valuation of at least 1.8T, down from a previous 2T+ target, after consultations with advisers and investors (Bloomberg)

DGX agent

Bloomberg: Sources: SpaceX is currently targeting an IPO valuation of at least 1.8T, down from a previous 2T+ target, after consultations with advisers and investors — SpaceX is currently targeting a

industrytechmeme
29 May 2026
Applications

Seems like a massively underinvested area in the “pivot to enterprise.” The fact that the Labs are building their own deployment consultanci…

DGX agent

Seems like a massively underinvested area in the “pivot to enterprise.” The fact that the Labs are building their own deployment consultancies (which will take a long time) suggests a failure of imagi

applicationsethan-mollick--x
7 May 2026
Applications

The inability of AI systems to act as their own deployment consultants, process mappers, and change management experts is what makes AI use …

DGX agent

The inability of AI systems to act as their own deployment consultants, process mappers, and change management experts is what makes AI use in enterprises so “normal” - the tools are powerful, but you

applicationsethan-mollick--x
7 May 2026
Industry

Let's consult the historical record to see what the Aztec society was up to when the Spanish conquered it. First, from Cortes: “They have a …

DGX agent

Let's consult the historical record to see what the Aztec society was up to when the Spanish conquered it. First, from Cortes: “They have a most horrid and abominable custom which truly ought to be pu

industryelon-musk--x
6 May 2026
Research

The GDN-CC Dataset: Automatic Corpus Clarification for AI-enhanced Democratic Citizen Consultations

DGX agent

arXiv:2601.14944v3 Announce Type: replace Abstract: LLMs are ubiquitous in modern NLP, and while their applicability extends to texts produced for democratic activities such as online deliberations or

researcharxiv-cs-cl
21 Apr 2026
Agents

From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation

DGX agent

arXiv:2604.10470v1 Announce Type: cross Abstract: Legal consultation question answering (Legal CQA) presents unique challenges compared to traditional legal QA tasks, including the scarcity of high-qu

agentsarxiv-cs-ai
14 Apr 2026
Model Releases

ViLegalExpert: A Large-Scale Benchmark for Vietnamese Legal Retrieval and Question Answering from Real-World Consultations

DGX agent

arXiv:2609.39189v1 Announce Type: new Abstract: Trustworthy Legal AI requires systems that can answer legal questions while grounding their responses in authoritative sources. However, existing Vietna

model-releasesarxiv-cs-cl
1 Oct 2026
Model Releases

Towards Reliable Medical LLMs: Benchmarking and Enhancing Confidence Estimation of Large Language Models in Medical Consultation

DGX agent

arXiv:2601.15645v2 Announce Type: replace Abstract: Large-scale language models (LLMs) often offer clinical judgments based on incomplete information, increasing the risk of misdiagnosis. Existing stu

model-releasesarxiv-cs-cl
11 Sept 2026
Model Releases

xDailyBench: Benchmarking LLMs on Professional Consultation for Real-Life Problems

DGX agent

arXiv:2609.07784v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used for everyday assistance, yet existing benchmarks only partially reflect the requests users naturally

model-releasesarxiv-cs-ai
10 Sept 2026
Applications

Cited but Not Consulted: A Counterfactual Audit of Legal Chain-of-Thought Faithfulness

DGX agent

arXiv:2610.12361v1 Announce Type: new Abstract: Large language models increasingly justify legal decisions by naming the statute or precedent behind a verdict, treated as evidence that the decision fo

applicationsarxiv-cs-ai
9 Oct 2026
Model Releases

Leveraging Fine-grained Error Correction in Korean Speech Recognition for Consultation Services

DGX agent

arXiv:2609.09889v1 Announce Type: new Abstract: Automatic Speech Recognition (ASR) technology is fundamental to customer service automation and large-scale transcription. However, even advanced ASR mo

model-releasesarxiv-cs-cl
10 Sept 2026
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