OpenAI's new study shows AI saves workers 54 minutes daily. Analysis of where the $6,800+ in uncaptured value per seat goes & why bundling beats premium pricing.
Analysis of internal Asana data reveals a statistically significant 'Agent Inflection Point' on Oct 12, 2025, where daily automated task volume tripled & shifted to higher-value work.
Vercel replaced 9 of 10 inbound SDRs with an AI agent in six weeks, using one part-time GTM engineer. Conversion rates held flat while speed improved. The future sales leaders predicted at dinner has arrived.
AI startups are discovering PE-backed companies as their fastest path to market. With 14,300 portfolio companies seeking margin expansion & faster decision cycles, private equity has become the most efficient go-to-market channel in enterprise software.
The AI market is sizzling with innovation, but when will market share stabilize? An exploration of switching costs, model improvements, & the moment the fat congeals.
Gemini 3's release and Nvidia's earnings confirm that AI scaling laws are accelerating. Pre-training gains combined with massive infrastructure buildouts signal a new era of model performance.
Production AI is more mature & hybrid than expected : 70% use open source, agents connect to databases over chat, RLFT delivers 16-30% lift, & context remains the #1 unsolved problem.
We achieved 93% Claude parity in tool calling by distilling large model capabilities into GPT-OSS 20B using DSPy & GEPA prompt optimization with curated training data.
A developer's journey through hitting AI code generation limits & exploring alternatives like API billing, other vendors, & local models.
Datadog's platform transition drives remarkable consistency: 25% YoY growth for 12 straight quarters, 120% net dollar retention recovery, 84% multi-product adoption, & 15 AI native customers >$1M ARR as security suite accelerates to mid-50s% growth.
