Interconnects
Nathan Lambert
7 stories we have summarized that Interconnects covered.
Researchers expect AI to surpass them at engineering work
Top AI researchers reportedly expect AI systems to outpace them within a few years, mainly in engineering. The newsletter argues the next gains will come from better infrastructure and engineering, not from fundamentally new kinds of models.
InterconnectsNewsletter predicts AI inference costs will fall sharply through automated efficiency gains
Interconnects, an AI newsletter, expects the cost of running AI models to drop quickly. The argument is that AI agents will automatically optimize measurable training and inference metrics.
InterconnectsResearchers expect AI to outpace them at engineering work soon
Top AI researchers reportedly expect AI systems to outperform them at their own jobs within a short time. The expected driver is faster progress in the computing infrastructure and engineering that builds and tests AI models.
InterconnectsResearchers say AI will soon speed up its own engineering work
Researchers increasingly believe AI systems will soon outperform them at their own engineering work. The argument is that AI gets better at building the hardware and software used to train models, which speeds up experiments.
InterconnectsNewsletter weighs whether AI will drive cross-field science discoveries
AI models may be good at reading huge amounts of scientific literature. They could connect research areas that rarely talk to each other.
InterconnectsInterconnects argues cheaper AI agents will drive more demand
The Interconnects newsletter argues that as AI agents become more efficient and cheaper, people will use them more, not less. It cites Meta's Muse agent as an early sign of this trend.
InterconnectsAnalyst argues near-term AI gains will come from efficiency, not research leaps
The argument is that the next AI gains will mostly come from cheaper, faster running of models. Those gains are described as easy to measure, unlike large jumps in how well AI does research.
Interconnects