Bylines.

AdExchanger Data-Driven Thinking. How agent-mediated measurement collapses the gap between exposure and outcome.

What linear TV still needs from AdCP 3.0 — measurement standards, identity bridges, and a cross-screen ledger.

AdExchanger Data-Driven Thinking. Why "audience yes/no" must yield to graded similarity scores in vector space.

DMEXCO column. The semantic shift from named segments to learned embeddings — and what it means for buyers.

A consolidated landscape of agentic protocols — AdCP, UCP, MCP, A2A — and where each one fits the value chain.

A Technical Whitepaper on Embeddings-Based Agent-to-Agent Advertising.

Vector alignment as practical infrastructure — projectors, capability discovery, and the handshake between buyer and seller agents.

Conversation with Ari Paparo on agentic advertising, AdCP adoption, and what changes for sales teams.

Field notes from IAB ALM 2026 — AI has stopped being a checkbox and become the substrate of media operations.

CES 2026 read — generative interfaces, on-device intelligence, and the platform-level inevitability of AI.

Recap of the inaugural AdCP community gathering — founding members, working group priorities, and roadmap.

DMEXCO column. Why structured employee advocacy outperforms paid social on reach, trust, and acquisition cost.

Part 4 of 4. From post-mortem PowerPoints to continuous learning loops — the compounding advantage of millisecond-rate intelligence.

Part 3 of 4. From rule-based bidding to context-aware reasoning. Living intent scores and multi-objective decisioning in real time.

Part 2 of 4. From assumptions to discovery. How agentic planning replaces the 90-day report with living, autonomous audience intelligence.

Part 1 of 4. The quiet revolution from tools that execute to systems that think — and the human role that survives it.

DMEXCO column. The protocol genealogy — from OpenRTB to AdCP — and why the AI-native standard ships now.

Ghosting persists. A call for industry-wide integrity — replying matters, even when no one's watching.

Dense numerical representations as the post-ID connective tissue — lookalikes, contextual targeting, cross-media without identifiers.

DMEXCO column. An outcomes-first model for AI-led marketing — precision, personalization, and predictive impact.

A 21-dimension psychographic model — cognition, rationality, attachment, personality, temperament — for >85% engagement prediction.

Freytag's Pyramid, Plutchik's Wheel, and Jung's archetypes in one privacy-safe framework for emotionally-intelligent placement.

Narrative structure × emotional resonance × autonomous agents. How story-aware ads replace impression-level metrics.

DMEXCO column. John Vervaeke's relevance realization applied to media buying and creative strategy.

A technical look at how transformer architectures replace classical Bayesian MMM with sequence-aware attribution.

A walk-through of anonymized PII + psychographic profiling + LLM-driven creative for a single high-value persona.

From keyword matching to fluent reasoning. Five categories, twelve evaluation questions, one machine-readable JSON schema.

Introducing the EARO framework — Exposure, Attention, Relevance, Outcome — with 22 metrics across four dimensions.

Model Context Protocol meets Agent-to-Agent. How AIs talk to tools and each other to ship DCO at machine speed.

DMEXCO column. Why context profiles — not user IDs — become the most valuable brand asset of the AI era.

John Vervaeke's cognitive science applied to advertising — relevance realization as the operating system of modern media.

How agentic systems unify brand safety, audience fit, and performance under one decisioning brain.

DMEXCO column. The business case for low-carbon ad operations — and the metrics that prove it.

DMEXCO column. A framework for thinking about AGI ethics in commercial deployment.

DMEXCO column. Concrete decarbonization tactics across creative, supply path, and reporting.

Forbes Tech Council piece on the recurring failure patterns — alignment, prioritization, debt — and how senior leaders address them.

Forbes Tech Council piece on the technology levers — sustainable supply path, attention metrics, low-carbon creative.

Forbes Tech Council piece on onboarding playbook — the first 90 days that determine retention.

Forbes Tech Council piece. A practical brand checklist for credible sustainability claims under tightening regulation.

DMEXCO column. Privacy-first addressability — how clean rooms, ATS, and contextual fill the post-cookie gap.

Forbes Tech Council piece. The 19 challenges entertainment companies face deploying AI — IP, talent, audience trust.

Forbes Tech Council piece. Tech leaders share 20 platform-management practices for cost, velocity, and risk.

Forbes Tech Council piece on why sustainability has graduated from CSR to category-defining brand strategy.

Announcement video. Beginning the DMEXCO columnist role — what to expect from the column.

Forbes Tech Council piece on the practical paths for tech executives to engage with industry standards and policy.

AdWeek feature on the 2024 Mediaspace Global Changemakers — recognition for industry transformers.

A 7-step audit for European and Asian AdTech vendors entering North America. The PMF and GTM playbook.

AdWeek announcement for the 2024 Changemakers' Summit — invitation-only gathering of industry leaders.

Forbes Tech Council piece. Tactical social-media moves for tech brands beyond LinkedIn shouting-into-the-void.

Medium recap of Advertising Week NYC — the trends that mattered and the conversations worth replaying.

Medium analysis of Publicis' strategic pivot from holding-company to AI-native intelligent system.

M3X feature on AGI alignment — the choice between machines that augment human wisdom and those that don't.

M3X feature. Three years after the funnel was declared dead, what actually survives — and what replaces it.

Forbes Tech Council piece. Where blockchain is genuinely useful in ad-tech — supply-path integrity and creative provenance.

Medium primer. The mathematical underpinnings of RBA and the modern Bayesian Meridian MMM stack.

Medium feature on Web3 mechanics in advertising — provenance, micropayments, decentralized identity.

Medium feature. Connected TV measurement options — incrementality, attention, deterministic identity stitching.

Forbes Tech Council piece. Eight high-leverage AI plays — segmentation, creative, attribution, retention.

Forbes Tech Council piece. Twenty unexpected GenAI applications — from supply chain to legal to media.

Medium piece on the attention metric — why it's real, how to measure it, and where it changes media plans.

Forbes Tech Council piece. The audit checklist for AI bias in audience modeling and creative generation.

Forbes Tech Council piece. Retrieval-Augmented Generation explained for marketing leaders — practical applications.

Medium technical piece on LangChain for AI orchestration — patterns, pitfalls, and production deployment.

Medium technical piece on how LoRA and PEFT make LLM customization affordable for vertical applications.

Forbes Tech Council piece on enterprise network segmentation challenges and modern micro-segmentation patterns.

Medium feature on diffusion models in creative production — when they help, when they don't.

Medium feature on the Coalition for Content Provenance and Authenticity standard — and what brands should do now.

Medium piece on the gap between LLM confidence and truth — implications for marketing claims and brand safety.

Forbes Tech Council piece. Sixteen unexpected AI applications in healthcare — diagnostics, ops, patient experience.

Forbes Tech Council piece on the 20 recurring startup problems — and the tactical answers from senior tech leaders.

Medium primer on transformer architecture — attention mechanisms, scaling laws, and downstream business implications.

Medium reading list. Part I of a curated set — foundational texts on systems, strategy, and human nature.

Medium reading list. Part II — applied works on leadership, decision-making, and the long arc of careers.

Medium feature on the next generation of CTV experiences — context-aware, agent-mediated, and pleasantly personalized.

Medium piece on what comes after Moore's Law — specialized accelerators, system-on-chip, and the new compute economics.

Medium primer on Retrieval-Augmented Generation in plain language — the architecture and why marketers should care.

Medium piece on emotion-aware personalization — using AI to move from segment-level to moment-level relevance.

Forbes Tech Council piece on the strategic conversations where CIO/CTO voices change the outcome.

Forbes Tech Council piece on the structural changes AI introduces — workflow, headcount, capability.

Medium piece on the math of brand trust — how the trust premium compounds into LTV and acquisition cost.

Medium piece on multi-cloud data collaboration patterns that solve PII and regulatory constraints.

Medium piece on what Gen Z and Alpha actually pay attention to — and how brands earn it.

Forbes Tech Council piece reviewing 2023 predictions that materialized — and the leading-indicator signals to watch.

Medium piece on display's future — why it survives, where it loses share, and what wins instead.

Medium piece on voice and visual search adoption — the SEO and content implications brands need to plan for.

Medium piece on operational resilience in ad-tech — the architecture patterns that survive identity, regulatory, and macro shocks.

Medium 2024 outlook. The AI × privacy collision and the strategic moves for the year ahead.

Medium piece on how instant-answer AI changes search marketing — the strategy shifts that follow.

Medium piece on professional ghosting — why it persists and the simple practices that fix it.

AR/VR, Web3, regulation, and generational power shifts. The five-year outlook for the ad industry.

When AI delivers answers directly, SEO becomes about AI comprehension. Eight strategic shifts marketers must make.

Forbes Tech Council piece reviewing the 2023 ad-tech forecast — which predictions hit, which missed, and why.

Why on-device, privacy-preserving ML may finally find its mainstream year — and the five mobile use cases that prove it.

A 2024 outlook across AI, privacy, addressability, retail media, and creator economy.

A practical read on Chrome's cookie deprecation — strategic posture for buyers and sellers in transition.

Year-end review of 2023 in ad-tech — the predictions, the outcomes, and the lessons for 2024 planning.

ExchangeWire industry expert piece on contextual's trajectory into 2024 — capabilities, vendors, buyer expectations.

Why contextual is back — and how AI-optimized contextual finally beats behavioral on attention and outcomes.

The strategic read on App Tracking Transparency — Apple's privacy posture as competitive intelligence.

Ten transformative trends — shoppable TV, retail media × streaming, data-driven decisioning — for 2024 planning.

Forbes Tech Council piece on context-aware activation during tentpole sports moments — the playbook for live events.

PMW feature. 25 industry voices on the IPA Bellwether report's implications for 2024 budget planning.

Advertising Week piece on the contextual renaissance — NLP, vision models, and the post-cookie targeting stack.

ANA piece on the asymmetry between human and machine connection — and what it implies for brand strategy.

PMW piece on the PII paradox — why more first-party data isn't always strategic advantage under tightening regulation.

M3X analysis of the IPA Bellwether report's budget signals and what they mean for category-level planning.

How to evaluate the next role — Vision, Mission, Purpose, Culture, Team, Leadership, Challenges, Opportunities.

When you run a quick keyword search of "addressability" on LinkedIn titles and get hundreds of roles, it is a clear indication that the time has come to write something provocative and radical as $100B+ on the subject. This narrative is...00B+ of post-cookie open-web spend. The four addressability paths and which ones survive 2023.00B+ of post-cookie open-web spend. The four addressability paths and which ones survive 2023.00B+ of post-cookie open-web spend. The four addressability paths and which ones survive 2023.

The four pillars of the marketing loop — Targeting, Delivery, Measurement, Optimization — rebuilt for the post-cookie era.

How to bring your authentic self into a corporate environment after a personal transformation.

A career pause in the Mexican jungle. What time, routine, and reading do to the mind.

Lockdown as opportunity. How to use reclaimed time for fitness, reading, and being present.

Five practical tips — DMPs, third-party data, segmentation, look-alikes, data-driven action — for profitable consumer relationships.

Decoding two over-used terms — and why the DMP is the central nervous system of an interoperable mar-tech stack.

How DMPs power PMP packages, custom audiences, private data marketplaces, and the four scenarios that matter.

Why the DMP is the foundation for multi-touch attribution and the connective tissue across marketing channels.

Deterministic vs probabilistic matching. The eight questions to ask every cross-device vendor before signing.