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The inefficiency of RL, and implications for RLVR progress

(dwarkesh.com) by cubefox | view | 48 comments

Mixing water into diesel fuel lowers emissions and boosts efficiency

(scitechdaily.com) by geox | view | 2 comments

Deep Robotics Wheel-Legged Robot Boosts Rescue Safety and Efficiency

(deeprobotics.cn) by salkahfi | view | 0 comments

Nvidia ToolOrchestra – 8B model "manager" improves intelligence and efficiency

(arxiv.org) by hereme888 | view | 0 comments

Meta begins 8k job cuts in AI efficiency push

(latimes.com) by 1vuio0pswjnm7 | view | 0 comments

Efficiency focused "ThinkingCap" model series

(bottlecapai.com) by clarionbell | view | 0 comments

Meta Tells Staff It Will Cut 10% of Jobs in Push for Efficiency

(bloomberg.com) by sinemetu11 | view | 0 comments

LEDs Enter the Nanoscale, But efficiency hurdles challenge the smallest LEDs yet

(spectrum.ieee.org) by oldnetguy | view | 0 comments

Fuel Efficiency Standards Had to Be Weakened to Let Americans Buy Smaller Cars

(marginalrevolution.com) by mhb | view | 0 comments

High-efficiency atmospheric water harvesting enabled by ultrasonic extraction

(nature.com) by PaulHoule | view | 0 comments

Intelligence per Watt: Measuring Intelligence Efficiency of Local AI

(arxiv.org) by mzl | view | 0 comments

Toon vs. JSON: Byte-Level Efficiency Model

(toonformat.dev) by lafalce | view | 1 comments

High-efficiency atmospheric water harvesting enabled by ultrasonic extraction

(nature.com) by taubek | view | 1 comments

Host overhead is killing your inference efficiency

(modal.com) by birdculture | view | 0 comments

Host overhead is killing your inference efficiency

(modal.com) by charles_irl | view | 0 comments

Mathematically Formalizing the TOON Efficiency Revolution versus JSON

(mateolafalce.github.io) by lafalce | view | 0 comments

Miro: MultI-Reward cOnditioned pretraining improves T2I quality and efficiency

(arxiv.org) by PaulHoule | view | 0 comments

AI Efficiency Could Cost Us the Next Generation of Experts

(spectrum.ieee.org) by Brajeshwar | view | 0 comments

Coconut Oil Jet Fuel Matches Kerosene's Efficiency in Engine Tests

(studyfinds.com) by mdp2021 | view | 0 comments

Improving token efficiency in GitHub Copilot

(code.visualstudio.com) by soheilpro | view | 0 comments

Energy Efficiency

(ai-gpu-brain-v3.onrender.com) by mikebains | view | 0 comments

The Efficiency Moat: Why China Is Beating the U.S. on AI and Everything Else

(thebignewsletter.com) by PaulHoule | view | 0 comments

Improving storage efficiency in Magic Pocket, Dropbox's immutable blob store

(dropbox.tech) by laluser | view | 0 comments

TurboQuant: Redefining AI efficiency with extreme compression

(research.google) by ray__ | view | 0 comments

Zohran Mamdani Wants to Reclaim Efficiency from the Right

(jacobin.com) by rbanffy | view | 0 comments

The Wendelstein 7-X fusion stellarator proves its efficiency

(ipp.mpg.de) by fanf2 | view | 0 comments

AI's efficiency gains don't justify trillion-dollar valuations

(chrbutler.com) by delaugust | view | 0 comments

Amazon axes 16,000 jobs as it pushes AI and efficiency

(reuters.com) by DGAP | view | 0 comments

Spinning Fusion Fuel for Efficiency

(pppl.gov) by teleforce | view | 0 comments

From Tokens to Vectors: The Efficiency Hack That Could Save AI

(youtube.com) by frag | view | 0 comments

Show HN: Felan – an open source coding agent focused on efficiency

(github.com) by milkoslavov | view | 0 comments

Democrats Are Plotting Government Efficiency in a Post-DOGE World

(notus.org) by kadal | view | 1 comments

Too much efficiency makes everything worse

(sohl-dickstein.github.io) by yurivish | view | 0 comments

Read efficiency issues in Postgres queries

(pgmustard.com) by blueshoess | view | 0 comments

Show HN: A newsletter about systems performance, scalability, and efficiency

(nodestonanoseconds.substack.com) by iandyh | view | 0 comments

Show HN: Tokensift, an open-sourced token-efficiency linter for LLM prompts

(github.com) by ritenv | view | 0 comments

Patches Provide for Faster In-Kernel ZSTD Due to Embarrassingly Bad Inefficiency

(phoronix.com) by pella | view | 0 comments

Qwen3.8-Flash-Next: A New Architecture, Towards Ultimate Cost-Efficiency

(qwen.ai) by tosh | view | 0 comments

Qwen3.8-Flash-Next: A New Architecture, Towards Ultimate Cost-Efficiency

(qwen.ai) by _ache_ | view | 0 comments

Jalapeño's results show industry-leading speed and efficiency in AI inference

(openai.com) by Philpax | view | 0 comments

Intelligence per Watt: Measuring Intelligence Efficiency of Local AI

(arxiv.org) by helsinkiandrew | view | 0 comments

Beautiful, Irrelevant Things: The Efficiency Era Ends the Way ZIRP Began

(jamesjboyer.substack.com) by aesthetics1 | view | 0 comments

California's new tire efficiency rules could save drivers $1B a year

(grist.org) by littlexsparkee | view | 0 comments

Skills x2, 108 Runs: Optimising Efficacy and Token Efficiency

by darvh | view | 0 comments

How Can LLM RL Work Despite Information-Theoretic Inefficiency

(beren.io) by jxmorris12 | view | 0 comments

How do programming languages impact token efficiency and correctness?

(danluu.com) by matt_d | view | 0 comments

How Can LLM RL Work Despite Information-Theoretic Inefficiency

(beren.io) by sshh12 | view | 0 comments

Automating Low-Risk Code Review at Meta: Radar, Risk Calibration, and Efficiency