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Claims (90d)

Predictions

Topics

Avg. Sentiment

Bullish

Recent Claims

12 claims extracted over the last 90 days

infrastructure

fact

Bullish

CUDA optimization knowledge can be translated into architecture-native MLX strategies rather than copied instruction-for-instruction

7/30/2026

Source

infrastructure

fact

Neutral

Writing efficient GPU kernels takes years of expertise to get right

7/30/2026

Source

infrastructure

fact

Neutral

Hardware is changing rapidly with a growing range of AI-specialized chips from different vendors, each with unique architectures

7/30/2026

Source

infrastructure

fact

Bullish

AI coding tools now generate in minutes what took months of effort a few years ago

7/30/2026

Source

agents

fact

Bullish

ABBEL framework improves performance by isolating and supervising the information content of summaries through natural-language belief states

7/29/2026

Source

agents

fact

Neutral

LLM contexts cannot scale indefinitely as task horizons grow longer

7/29/2026

Source

agents

fact

Bearish

Self-summarization for LLM contexts comes at a significant performance cost, especially in human assistance domains where high quality data is scarce

7/29/2026

Source

agents

opinion

Bullish

Language models must be able to interact over hundreds or thousands of steps to effectively assist with complex tasks like software development

7/29/2026

Source

policy

fact

Bullish

GPT-4-class capabilities cost roughly $30 per million tokens in early 2023, today the same runs under $1, and some providers are pushing costs below $0.10

7/27/2026

Source

policy

fact

Bullish

The intelligence that suffices for the vast majority of knowledge work is here today, and getting cheaper by the month

7/27/2026

Source

policy

prediction

Bullish

We are soon entering the era of virtually free intelligence—the kind that is more than enough for everyday knowledge work

7/27/2026

Source

policy

fact

Bullish

Inference prices have fallen between 9x and 900x per year, with a median decline near 50x

7/27/2026

Source

Predictions

Tracked predictions and their outcomes

pending

Timeframe: near-term

We are soon entering the era of virtually free intelligence—the kind that is more than enough for everyday knowledge work

Sources

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