Real declarative titles from real consulting decks.

“Brands can create favourable conditions for sustainable-material innovators to scale”

“...being the strongest European bank under the 2018 EBA stress test adverse scenario”

“What can governments and businesses do now to prepare for the green jobs transition?”

“2.2 Fund transfer and payments priorities are security and increased ease of payment”

“COMPANIES CAN BENEFIT FROM EO SOLUTIONS PRIMARILY THROUGH EXPLORATION AND MONITORING”

“Campaigns are typically more effective when the objectives are focused and connected”

“$3.1T AI data center revenue required over 5 years to payback '26-'30 expected CapEx”

“Deep learning in medicine: Neural networks can restore limb control for the disabled”

“Robotics in the real world: From learning to walk to jumping around a parkour course”

“Robotic process automation: An overnight enterprise success (15 years in the making)”

“Deep learning models can actually understand the verbs as well as the nouns in video”

“OpenAI's multi-agent RL system learns to play complex real-time strategy game, Dota2”

“Understanding feature importance gives us high level insight into a model's behavior”

“Distributed “federated” learning to decentralise data acquisition and model training”

“If automation does reduce net employment and/or wages what new policies will emerge?”

“Fake views: Generating synthetic video is getting cheaper, easier and more realistic”

“OpenAI launches Sora 2: controllable video-and-audio inches toward a world simulator”

“The reasoning timeline: from o1 “thinking” to R1, GPT-5 and parallel compute routing”

“From outlier to archetype: the best and most attractive companies are built AI-first”

“Chinese labs have yet to advance the frontier, but compete in the open-weight domain”

“Gradually then suddenly: 71M rider-only miles w/out a human driver through March '25”

“Unexpected generalization: narrow fine-tuning can unlock a “cartoon villain” persona”

“Our survey of 1,183 participants reveals significant AI usage and productivity gains”

“Expanding the protein function design space: challenging folds and soluble analogues”

“2023 Prediction: A Hollywood-grade production makes use of genAI for visual effects.”

“China’s domestic semiconductor efforts struggle despite impressive paper performance”

“What do self-supervised Vision Transformers see in an image that other models don't?”

“Predicting and prioritising novel drug combinations, dosages, and timing for therapy”

“One year after General Language Understanding Evaluation (GLUE), SuperGLUE is solved”

“Graph Neural Networks: improving the memory and parameter efficiency of large models”

“Citizen science with 1.2M participants demonstrates real-world vaccine effectiveness”

“Market forces in action: supply of technical US AI talent grows 26.5% to meet demand”

“Military AI moves into production: Israel uses AI guided drone swarm in Gaza attacks”

“Diffusion models take over text-to-image generation and expand into other modalities”

“2021 Prediction: transformers for learning in world models in reinforcement learning”

“For NVIDIA, the V100 is most popular, and Graphcore is most used amongst challengers”

“Private companies are shoring up NVIDIA GPUs and wielding them as a competitive edge”

““GenAI” is the new “new” thing: AI investments are stable vs. 2022, powered by GenAI”

“GenAI companies raised 33% larger Seeds and 130% larger As than all startups in 2023”

“From physical object recognition to “cell painting”: Decoding biology through images”

“Evolving entire algorithms from basic mathematical operations alone with AutoML-Zero”

“The Great Brain Drain: AI professors depart US universities for technology companies”

“The main self-driving contenders raised almost $7B in private rounds since July 2019”

“Supervised learning and the cost of edge cases: New technology approaches are needed”

“Google is leaning into fairness, interpretability, privacy and security of AI models”

“Semiconductors amplify the geopolitical significance of Taiwan and particularly TSMC”

“AI-driven procurement cuts headcount to 70%, freeing workers and requiring AI skills”

“Everything the internet did to music or newspapers is now happening to everyone else”

“The risk of under-investing is significantly greater than the risk of over-investing”

“AI Model Training Dataset Size = 250% Annual Growth Over Fifteen Years, per Epoch AI”

“Tech’s Perpetual A-Ha = Declining Costs + Improving Performance → Rising Adoption...”

“...Select Private AI Model Companies – 5/13/25 = High Valuation-to-Revenue Multiples”

“AI-Enabled Specialized Software @ Large Service Industries = Growing Very Quickly...”

“Customer Acquisition Cost (CAC) = Rising in Highly Competitive / Capitalized Sectors”

“Brazil (Nubank) = Banking / Consumer Credit… ~9MM Unique Customers + ~2x in One Year”

“Interactive Gaming (Play) = Fortnite @ 250MM+ Users + ~2x Y/Y Across Seven Platforms”

“Data Stewardship = Evolving... Enterprise Surpassed Consumer...Cloud Overtaking Both”

“...Global Relative Unemployment Concern... USA = Materially Below Other Countries...”

“Consumer Confidence Index (USA) = High & Rising… @ 97 vs. 88 Sixty-Five Year Average”

“Health Incentive Tools = Driving Positive Choices via Savings + Personalized Rewards”

“1.1B Global Mobile 3G Subscribers, 37% Growth, Q4 – @ Only 18% of Mobile Subscribers”

“Good News = Mobile ARPU Can Rise Rapidly, as Evinced by Japan Mobile Game Maker GREE”

“Global GDP Growth Expected to Decelerate in 2012 with Europe Slipping Into Recession”

“Mobile Daily Gaming Session Duration = +33% (3/17 vs. 7/15), Global, per Unity Games”

“India Leadership = Digital-Focused Government Policies Rolled Out with Speed + Scope”

“India Gender Disparity = Female Labor Participation Rate @ 27%...Below World Average”

“Consumers = Increasingly Expect Digital Health Services... Especially Millennials...”

“Personalization = Data Improves Engagement + Experiences... Drives Growth + Scrutiny”

“Rising User Engagement = Drives Monetization + Investment in Product Improvements...”

“Technology Disruption Drivers = Rising & Cheaper Compute Power + Storage Capacity...”

“DATA GATHERING + OPTIMIZATION = YEARS IN MAKING... INCREASINGLY GLOBAL + COMPETITIVE”

“Smartphone → A Very Smart Phone... Re-Imagining Presence = All Visual...All the Time”

“Global Life Expectancy @ 72 Years = Up 36% Since 1960 (0.6% Annual Average Increase)”

“Image-Based Platforms Like Pinterest = Often Used for Finding Products / Shopping...”

“Voice = Gaining Search Share... USA Android @ 20%...Baidu @ 10%...Bing Taskbar @ 25%”

“Google Voice Search Queries = Up >35x Since 2008 & >7x Since 2010, per Google Trends”

“Voice as Computing Interface... Hands & Vision-Free = Expands Concept of 'Always On'”

“Early Autonomous / ADAS Features Continue to Improve = Miles Driven Continue to Rise”

“QR Code Scanning = Up 4x Y/Y in China, Offline Businesses Driving Online Connections”

“Global Smartphone Operating Systems ‘Made in USA’… 97% Share from 5% Eight Years Ago”