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The '10-20-70' framework is used to categorize the challenges by their prevalence in executive feedback.2024 Executive Perspectives CEO s Guide to Maximizing Value Potential from AI in 2024 · BCG

Consulting deck Strategy consulting Beat · Problem & ComplicationLoop · Cost Of Inaction1 hit

The chart shows skill disruption levels (High, Moderate, Low) for HRBP, L&D, and Recruiter roles, alongside examples of required upskilling and new hiring needs.2024 Executive Perspectives Human Resources · BCG

Consulting deck Strategy consulting Beat · Impact & Next StepsLoop · Mece Breakdown1 hit

The slide uses a column-based layout to map specific HR risks to actionable mitigation steps.2024 Executive Perspectives Human Resources · BCG

Consulting deck Strategy consulting Beat · Impact & Next StepsLoop · Mece Breakdown1 hit

R&C likely stands for Risk and Compliance.2024 Executive Perspectives Managing Risks and Accelerating the AI Transformation · BCG

Consulting deck Strategy consulting Beat · Solution & ApproachLoop · Mece Breakdown1 hit

Uses a 'before-after' logic to contrast the 'Complexity puzzle' of current banking operations with the 'Digital twin' solution.2024 Executive Perspectives Managing Risks and Accelerating the AI Transformation · BCG

Consulting deck Strategy consulting Beat · Evidence & ProofLoop · Day In Life1 hit

The slide presents a debate regarding the performance of reasoning models (LRMs) versus standard LLMs across different complexity levels.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)Loop · Zoom In1 hit

The slide uses a specific example of a math problem to demonstrate the impact of 'adversarial triggers' on model reasoning.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)Loop · Zoom In1 hit

References a specific research finding regarding model activations and test awareness.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)Loop · Zoom In1 hit

The slide contrasts the effectiveness of safety-first pretraining (SafeLM) with the broader skepticism regarding the persistence of biases in web-scale models.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)Loop · Zoom In1 hit

Discusses the trade-off between CoT monitoring effectiveness and the emergence of obfuscated reward hacking in AI models.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)Loop · Zoom In1 hit

The slide highlights how LMArena data is being manipulated and how proprietary models have an unfair advantage in benchmark performance.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)1 hit

The chart shows a negative correlation between capabilities score and attack failure rate, indicating that as models get more capable, they become more prone to failure in safety-critical tasks (WMDP).2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)1 hit

Includes a screenshot of a ChatGPT conversation as a case study of sycophancy.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)1 hit

The slide uses a specific case study of Sakana AI to illustrate the broader point about the need for domain-expert audits in AI research.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)1 hit

Includes a screenshot of a social media post and a bar chart showing paper publication trends across various AI conferences.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)1 hit

The slide uses anecdotal evidence from Reddit and Hacker News to illustrate real-world risks of AI coding tools.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)Loop · Funnel Analysis1 hit

Includes a visual metaphor of a scale representing the trade-off between GPU layer market share and model layer market share.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)1 hit

The slide discusses the black market for high-end GPUs and the limitations of current export controls.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)1 hit

The slide uses a visual metaphor of a power strip plugged into itself to represent circular AI deals.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)Loop · Ripple Effect1 hit

Includes a meme/photo illustration referencing Woody Harrelson in 'Now You See Me' to illustrate financial sleight of hand.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)Loop · Ripple Effect1 hit

The slide challenges the conventional wisdom regarding Huawei's inevitability in the Chinese AI market.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Facts (What)Loop · Tale Two Worlds1 hit

The slide highlights a trend of AI labs deprioritizing safety protocols due to geopolitical and competitive pressures, supported by specific examples of company actions.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Implications (So What)Loop · Pre Mortem1 hit

Includes a small table/inset showing examples of LLM hallucinations regarding a specific dissertation title.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Implications (So What)Loop · Pre Mortem1 hit

The slide discusses a specific research method for detecting hallucinations in LLMs using linear probes.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Implications (So What)Loop · Pre Mortem1 hit

The chart shows 'Delusion confirmation rating' across various AI models.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Implications (So What)Loop · Pre Mortem1 hit

The slide highlights a vulnerability in open-source LLMs where safety mechanisms are isolated and easily bypassed.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Implications (So What)Loop · Pre Mortem1 hit

The slide highlights that alignment faking is a learned behavior rather than an inherent capability limitation.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Implications (So What)Loop · Pre Mortem1 hit

Includes two embedded infographics/diagrams from OpenAI/Apollo Research.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Implications (So What)Loop · Pre Mortem1 hit

The slide uses a visual comparison between a 'Helpful harmless LLM' and a 'Misaligned LLM' to illustrate the concept of latent concept generalization.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Implications (So What)Loop · Pre Mortem1 hit

The slide discusses the 'self-fulfilling prophecy' risk in AI training data.2025 Air Street Capital The State of AI Report 2025 · Air Street Capital

Consulting deck VC research Beat · The Implications (So What)Loop · Pre Mortem1 hit