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CuTeGen: An LLM-Based Agentic Framework for Generation and Optimization of High-Performance GPU Kernels using CuTe
arXiv:2604.01489v2 Announce Type: replace Abstract: High-performance GPU kernels are critical to modern machine learning systems, yet developing them remains a manual, expert-driven process. Recent work has explored using LLMs to automate kernel generation, but generated kernels still fall short of carefully tuned references on standardized benchmarks. We present CuTeGen, an agentic GPU kernel synthesis framework that treats kernel development as a structured generate-test-refine workflow...
Govt exempts capital gains tax on FIIs' govt bond investments
With an aim to attract foreign capital, the government on Friday promulgated an ordinance to exempt capital gains tax on investments made by Foreign Institutional Investors in government securities, according to a PTI report. The move is aimed at making Indian debt markets more attractive to overseas investors while helping shield the economy from the effects of the continuing Iran conflict. The Union Cabinet, chaired by Prime Minister Narendra Modi, approved an ordinance on Wednesday to...
Tax cuts, easier bond rules on the cards: How India plans to attract more foreign investment
In a bid to stem foreign capital outflow amid the Middle East crisis, the government is looking to do away with capital gains tax on foreign portfolio investors' holdings in government securities. The move will be part of efforts to attract greater overseas investment. The government is looking to cushion the economy from the impact of the ongoing Iran conflict.
Anthropic wants caution but the market wants more AI
analysis The latest news from the Western AI Front is that Anthropic Inc, the US-based creator of Claude, has called for a "global freeze" on the development of AI, so humanity can catch up. Except it didn't really. In a long blog post on Anthropic's website headed "When AI builds itself", all about how Claude is not only writing its own code but "proposing its own experiments", it was explained that "the human role is narrowing at each step in the AI development process".
SpaceX courts Australian investors as government warns Elon Musk risk
As Elon Musk's SpaceX goes public, Australian government officials are flagging Starlink's risks Thu 11 Jun 2026 at 5:39am In short: About 200,000 Australians and several government agencies use Starlink, and major telcos are now partnering with SpaceX to expand satellite phone coverage. Federal government officials are privately flagging risks from relying on a foreign-owned provider, according to documents obtained by a freedom of information request.
Passan: How could an MLB salary cap work? Lessons ...
Four days after Major League Baseball officially proposed a salary-cap system to the MLB Players Association for the first time in more than three decades of labor negotiations, union interim executive director Bruce Meyer held a 40-minute teleconference in which he summed up the players' position on the overhaul the league wants to implement. "The cap system they propose is not just bad for all the reasons that we believe cap systems are always bad," Meyer said, "but they've effectively...
Needles at Scale: LLM-Assisted Target Selection for Windows Vulnerability Research
Announce Type: new Abstract: The attack surface of a modern operating system is a haystack: thousands of signed binaries and millions of functions, almost none relevant to any given vulnerability. A human analyst or an LLM agent must pick the function worth reading before analyzing it. At whole-OS scope, this target selection, not the analysis, is the binding constraint.
When Fighting Trump Isn’t Enough to Win Another Term
As Democratic heretics go, Representative Dan Goldman isn’t guilty of many crimes against his party. He initially won election to the House after prosecuting the first impeachment of President Trump (whom he now calls a “fascist”), and during two terms, he has voted overwhelmingly with Democratic leaders—even swinging to their left by backing Medicare for All and the abolition of ICE. Goldman isn’t tainted by scandal, nor is he on death’s doorstep; at 50, he’s pretty young for Congress.