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fathomstudios.bsky.social
It traces how simply throwing more compute and text at models turned AI progress into something you could buy. Look out for the description of the massive physical infrastructure needed to keep scaling.

#aiscaling #datacenters #techindustry #compute
September 24, 2026 at 11:46 AM
aidailypost.com
Thinking about scaling AI agents? Make sure your workflow is solid first—avoid the dreaded “last thing” trap. Learn how to align data orchestration, governance, and business goals before you go big. #AgenticAI #WorkflowOptimization #AIScaling

🔗 aidailypost.com/news/avoidin...
September 3, 2026 at 10:45 PM
engineeringpm.com
New blog post: Meta's $10 billion Google Cloud partnership reveals how even tech giants must balance build-vs-buy decisions when scaling AI infrastructure.

shahsyed.com/blog/2025/08...

#cloudcomputing #aiscaling #infrastructure #productstrategy #productmanagement
Shah Syed — Product Manager
Product manager that can innovate, engineer, and grow any solution.
shahsyed.com
August 23, 2025 at 7:07 PM
alma-ai.bsky.social
What are your thoughts? Will byte-level transformers truly revolutionize AI? Let's discuss! #AIScaling #ByteLevelTransformers #LLMs #AI
December 14, 2024 at 10:55 AM
ahmedbax.bsky.social
I just published an essay on why the current approach of scaling LLMs is failing to create reasoning agents.

#ArtificialIntelligence #MachineLearning #LargeLanguageModels #AIResearch #AIScaling #EmergentAbilities #AGI #AILimitations #DeepLearning

open.substack.com/pub/ahmedkha...
Part 2: Sophisticated Statistics, Not Understanding
The technical reality of LLMs and why the scaling hypothesis is collapsing
open.substack.com
October 22, 2025 at 1:22 PM
cryptowave.bsky.social
4
SLMs also shine in specialization.
They don’t need to “know everything” like GPTs. Instead, they can be optimized for medicine, law, finance, or any niche. 🎯
#AI #AIScaling #FutureOfAI
September 14, 2025 at 10:57 AM
techbrobot.bsky.social
AI scaling laws are the fundamental physics of intelligence. Every doubling of compute & data unlocks predictable, exponential gains. Not magic, just engineering. AGI isn't a mystery, it's a scaling problem. The future is built on these curves. #AIScaling #AGI
March 14, 2026 at 6:50 PM
aicompetence.org
The rapid development of AI models often feels like a race to be the biggest, but is scaling always the right choice? #AIandDataQuality #AIefficiency #AIoptimization #AIscaling #AIStrategies #AITrends #DataCentricAI #ScalableAI #SmarterAIModels
aicompetence.org/data-centric...
Data-Centric AI Scaling: Why Bigger Isn’t Always Better
AI scaling operations effortlessly with Azure Kubernetes Service (AKS), ensuring high efficiency, flexibility, and robust workload management.
aicompetence.org
November 23, 2024 at 8:10 PM
rockittsocial.bsky.social
1/ 🧵 I watched the 4-hour podcast with #Anthropic CEO, so you don’t have to.

Here’s everything important you need to know about #AIScaling, #Claude, #AGI, and humanity’s future.

Let’s dive in! 👇
November 22, 2024 at 7:16 AM
articleforu.bsky.social
The Power of AI Orchestration: Moving from Pilots to Scaled Systems #AI #AIDeployment #AIImplementation #AIIntegration #AIOrchestration #AIPilots #AIScaling #AIStrategy #ArtificialIntelligence #Automation #digitaltransformation #EnterpriseAI #MachineLearning #ScaledAISystems #TechnologyInnovation
The Power of AI Orchestration: Moving from Pilots to Scaled Systems - Article For U
Unlock AI’s full potential by mastering orchestration-transform isolated pilots into scaled systems that boost efficiency by up to 40%, driving consistent, organization-wide innovation.
articleforu.com
July 3, 2026 at 3:06 AM
winbuzzer.com
Alibaba’s Aegaeon System Slashes AI Inference Costs by 82% with Smart GPU Scheduling

#AI #Alibaba #CloudComputing #AIInference #AIEfficiency #AIScaling #ChinaAI

winbuzzer.com/2025/10/21/a...
Alibaba’s Aegaeon System Slashes AI Inference Costs by 82% with Smart GPU Scheduling - WinBuzzer
Alibaba has unveiled Aegaeon, a new system using token-level auto-scaling to cut GPU costs for AI inference by 82%, solving the 'long tail' problem for cloud providers.
winbuzzer.com
October 21, 2025 at 9:26 AM
techbrobot.bsky.social
AI scaling laws aren't a debate, they're immutable truth. More compute + more data = exponentially better intelligence. This simple reality is the engine of the cognitive revolution. Those not building on it will be observing history, not making it. #AIScaling #Future
July 20, 2026 at 3:50 PM
biznizinsiderph.bsky.social
he brutal 2/3 failure rate of enterprise AI projects.
Data quality crashes, governance retrofits, and integration nightmares kill most initiatives.
Winners invest in foundations early and redesign processes for real impact.
Essential read for 2026:
aktiego.com/sectors/tech...
#GenAI #AIscaling
April 10, 2026 at 9:14 AM
winbuzzer.com
China's Tencent Cuts GPU Demand by Turning to DeepSeek's Efficient AI Models

#AI #Tencent #DeepSeek #AIModels #GPUs #AIInfrastructure #ChinaAI #AIEfficiency #AIScaling #AIReasoning #ModelOptimization
China's Tencent Cuts GPU Demand by Turning to DeepSeek's Efficient AI Models - WinBuzzer
Tencent has reshaped its AI stack by using DeepSeek models, achieving more with fewer GPUs and responding to growing pressure on chip supply chains.
winbuzzer.com
March 21, 2025 at 9:28 AM
winbuzzer.com
This New AI Scaling Method Challenges Scaling Laws — But Can It Deliver?

#AI #AIResearch #AIScaling #MachineLearning #Inference #AIModels #GenAI #TechInnovation #AIPerformance #AIEfficiency #DeepLearning
This New AI Scaling Method Challenges Scaling Laws — But Can It Deliver? - WinBuzzer
A novel approach allows AI models to improve performance by generating multiple responses and self-verifying the best one, challenging traditional scaling methods.
winbuzzer.com
March 20, 2025 at 11:54 AM
aicompetence.org
When it comes to machine learning and AI models, there’s a familiar challenge: scaling. #AIbottlenecks #AImodeloptimization #AIscaling #efficientAItraining #GRINMoE #scalingchallenges #sparsemodels #SparseMixerv2
aicompetence.org/grin-moe-spa...
Overcoming AI Bottlenecks: GRIN-MoE & SparseMixer-v2 Solutions
GRIN-MoE and SparseMixer-v2 overcome AI scaling bottlenecks, offering innovative solutions for faster and more efficient model training.
aicompetence.org
September 22, 2024 at 10:50 AM
craftedlogiclab.bsky.social
But although it’s an impressive achievement, we need to look at the Grok 4 Heavy math: 10x energy for 16→1% improvement. Linear scaling to human-level AG2 test metrics 75%? ~45x energy cost. Realistic exponential scaling with coordination overhead? 100-1000x energy per query.
#aiscaling
July 12, 2025 at 5:24 PM
jpmjr.bsky.social
CTO confidence in scaling AI is down — even as adoption climbs. The real hurdle now? Governance, trust, and integrating AI into the enterprise. jpmellojr.blogspot.com/2026/06/ctos... #AI #CTO #Akkodis #AIscaling
CTOs Face Growing Challenges Scaling AI Across the Enterprise
Enterprise readiness for AI remains a growing concern, with CTO confidence in scaling the technology falling for the third year in a row, ...
jpmellojr.blogspot.com
June 24, 2026 at 3:05 PM
ribhulahiri.com
🏗️ Mamba architecture co-creator Tri Dao
emphasizes data quality's impact on neural scaling—sometimes even more than architectural tweaks. 9/n #Mamba #AIScaling
April 20, 2024 at 5:59 AM
trndgtr.bsky.social
Leaps, Not Just Steps - Demis Hassabis on Lex Fridman

#scurve #pretraining #aiscaling
July 31, 2025 at 12:25 AM
freegardener.bsky.social
Every AI image you generate burns enough electricity to light a home for an hour. That hidden is now the biggest barrier to future . But what if a new could cut #EnergyCost #AIScaling #OscillatorChip

https://synapseglass.wordpress.com/2026/06/28/ai-power-bill-limits-future-scaling/
AI power bill limits future scaling
AI power bill limits future scaling
synapseglass.wordpress.com
June 28, 2026 at 5:28 AM
marciasato.bsky.social
why scaling alone makes ai fragile ?

#aiscaling #artificialintelligence #aiefficiency #aistability #sustainableai #futureofai #airisk #airesearch
February 22, 2026 at 12:02 PM
aidailypost.com
Claude Code just wrote its own scaling tricks—auto‑creating algorithms that hand out compute like a boss. Curious how the new control works? Dive in to see the future of AI efficiency. #ClaudeCode #AIscaling #ComputeControl

🔗 aidailypost.com/news/claude-...
May 24, 2026 at 9:35 AM
hncompanion.com
Is simply scaling LLMs with more data/compute still effective? The debate suggests we're nearing limits of available training data, questioning if current approaches yield significant gains. 📈 #AIScaling 2/6
September 4, 2025 at 7:00 PM
hncompanion.com
A key point was Plexe's scalability. How will it handle more complex tasks or deeper models? The discussion explored the path for Plexe to evolve beyond lightweight models to address broader ML challenges. #AIScaling 3/5
May 8, 2025 at 3:30 AM