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$MIX · Mix develops photonic networking to connect heterogeneous chips with light
now playing · $MIX
$CALLOSUMbullish· high· posdanyal akarca
Callosum raises $10M from Plural to build software connective tissue for heterogeneous AI compute
The world's problems are inherently heterogeneous, requiring multi-agent systems where different models run on specialized hardware. Callosum builds the software infrastructure to…
$PLURALbullish· medium· posseb
Plural leads Callosum's $10M round backing GDP-altering deep tech companies
Plural's investment thesis focuses on backing companies that can alter GDP trajectories. Their lead investment in Callosum signals conviction that the software layer orchestrating…
$NVDA···neutral· highdanyal akarca
Nvidia dominates training but will lose inference share as heterogeneous compute diversifies chip market
Nvidia's GPU monopoly in training is a natural monopoly due to gradient-based workloads, but inference and post-training workloads (continual learning, edge, multi-agent robotics)…
$FRACTILEbullish· mediumdanyal akarca
Fractile partners with Callosum on novel inference chips for heterogeneous compute
Fractile is building new inference chips targeting the heterogeneous compute paradigm. As an announced Callosum partner, they represent the emerging class of specialized chip prov…
$NORMAL-COMPUTINGbullish· mediumdanyal akarca
Normal Computing develops thermodynamic compute for exotic AI workloads
Normal Computing works on thermodynamic computing paradigms targeting novel workloads beyond standard inference. This represents the frontier of chip architecture diversification…
$MIXbullish· mediumdanyal akarca
Mix develops photonic networking to connect heterogeneous chips with light
Mix is building photonic networking (light-based chip interconnects) as a critical layer for heterogeneous systems. Optical networking enables new system architectures but require…
$INEFFABLE-INTELLIGENCEneutral· lowsuraj bramhavar
Ineffable Intelligence raises funding as European Frontier AI lab
Ineffable Intelligence is a European Frontier AI lab that has raised significant funding, but like other algorithm companies, still relies on homogeneous compute infrastructure, c…
$OLIXneutral· lowsuraj bramhavar
Olix raises funding as European AI hardware company
Olix is a European AI hardware company that has raised significant funding. Like other hardware startups, it aims to build full AI systems vertically, but ARIA sees a missing conn…
$NVDA···neutral· highsuraj bramhavar
Nvidia already splitting prefill/decode and acquiring Groq signals heterogeneous pivot
Nvidia is already moving toward heterogeneous architecture with its roadmap splitting prefill and decode compute demands, and the Groq acquisition shows intent to build a portfoli…
$GROQneutral· mediumsuraj bramhavar
Nvidia acquires Groq to expand specialized chip portfolio
Nvidia's acquisition of Groq signals the incumbent's attempt to internally capture the heterogeneous compute trend by building a portfolio of specialized inference chips. However,…