Top Insights in AI
INDUSTRY
AI referrals to top websites were up 357%
year-over-year in June, reaching 1.13B
In June 2025, AI platforms generated over 1.13 billion
referrals to the top 1,000 websites globally, marking a 357%
increase year-over-year. This surge highlights AI's rapidly
expanding role in shaping user navigation and interaction on
the internet, signaling major shifts in digital traffic
dynamics.
RESEARCH
New AI architecture delivers 100x faster reasoning than
LLMs with just 1,000 training examples
Hierarchical Reasoning Models (HRM) present a breakthrough
AI architecture that achieves complex reasoning tasks 100
times faster than large language models (LLMs) while
requiring only 1,000 training examples. This advancement
offers a leap in data efficiency and speed, potentially
transforming approaches to AI problem-solving and
accessibility.
INDUSTRY
Software Development Agents: What Works and What
Doesn't - Robert Brennan, AllHands/OpenHands
Software development agents like OpenHands are evolving
rapidly, excelling at repetitive coding tasks and boosting
developer productivity when paired with clear instructions
and code reviews. AI Engineer Robert Brennan shares
practical advice on effectively integrating these agents
into workflows, highlighting their strengths and limitations
to avoid generating noise and technical debt.
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