@jukan05 Every major AI efficiency gain (INT8 quantization, FlashAttention, model distillation) was followed by companies running bigger models and longer contexts, resulting in the consumption of the same or more memory overall.
Crucial context. I encourage everyone to look deeper at how China’s policy framework actively draws forward development and deployment. This pull for demand allows for rapid learning and iteration. Great research @SourishJasti and team.
1/ General-purpose robotics is the rare technological frontier where the US / China started at roughly the same time and there's no clear winner yet.
To better understand the landscape, @zoeytang_1007, @intelchentwo, @vishnuman0 and I spent the last ~8 weeks creating a deep dive on humanoid robotics hardware and flew to China to see the supply chain firsthand.
Here's everything we've created + our takeaways about the components, humanoid comparisons, supply chains, and geopolitics👇
In response to unprecedented load growth driven by AI data center acceleration, the industry is revisiting how large loads are served and costs are allocated.
We’ve just published a piece that breaks down the recent FERC direction on behind-the-meter generation (BTMG), co-locating AI-driven data centers with generation resources, and what this means for grid access, interconnection pathways, and transmission service options.
Read the analysis here: https://t.co/ck6fgBMCXr
For more resources and to see the team’s full capabilities data center and digital infrastructure resource, visit our pages: https://t.co/Cqw5vUJYFI
Public issuers have used digital-asset treasury strategies to raise capital, build on-balance-sheet crypto exposure, and use equity optionality to finance repeat purchases over time.
We’ve published a breakdown of how SPACs, RTOs, and seasoned-issuer pivots function in this context, where dilution and liquidity constraints typically emerge, and how equity premiums respond when the underlying asset declines and financing windows narrow.
Read more here: https://t.co/vZYkkseZ7T
Explore our capital-markets and digital asset advisory work here: https://t.co/u3sTmGdbRG
AI and robotics are entering a new regulatory era in Europe. With the EU AI Act now in effect, a risk-based framework will shape how intelligent systems are built, deployed, and governed across markets.
We break down the core requirements and what they mean for providers and deployers. Read the analysis here: https://t.co/s5uKR6y4mw
For more AI and robotics resources and to see the team’s full capabilities in this evolving space, visit our pages: https://t.co/SRfo2Imje5
https://t.co/fdyREBZdlE
A major milestone for stablecoins in the U.S.: the GENIUS Act replaces uncertainty with a statutory rulebook for payment stablecoins, issuer pathways, reserve and redemption standards, and oversight.
Our breakdown is here: https://t.co/ADdhFldQjT
For more blockchain resources and to see the team’s full capabilities in this space, visit our page https://t.co/moRZjda1Ze
Markets are changing how exposure is built. No expiry. Continuous settlement. Margin instead of delivery. Perpetuals and rolling spot products are reshaping capital efficiency and risk in modern markets.
We’ve just published a deep dive on what this shift means for market structure and U.S. regulation. Read more here: https://t.co/PEbg8bYLbF
Explore our capital-markets and digital asset advisory work here: https://t.co/23W003BNiY
https://t.co/c85aFUj1Q1
The US clearance and settlement system is evolving. Faster cycles. Lower risk. Better capital usage.
We’ve just published a breakdown of these system improvements and what they mean for market structure.
Read more here: https://t.co/RwU7SDyzfO
For more financial services resources and to see the team’s full capabilities in this evolving space, visit our page here: https://t.co/u3sTmGdbRG
@lex_node Will respect, you aren’t even describing current equity market structure correctly. When you “buy” a stock, you don’t get a share, you get a claim. Markets run on price feeds, credit, and netting.
Near-term, this is the best distribution model for @tether and @circle to expand USDT and grow AUM in the FX markets.
If I were Tether or Circle, I’d be striking distribution deals with @IBKR to share the treasury income for stables held in margin accounts to discourage Stable/USD conversion.