@VictoryOwai Manager doesnt decide anything. As an arsenal player if you keep feeding martinelli/trossard and they either pass back to you or lose the ball, you may become insecure and stop picking that route.
Malaysia is on track to host family offices managing up to RM2 billion in assets at Forest City by end-2026, driven by rising interest from wealthy investors.
The Securities Commission said nine family offices have already been set up under the Single Family Office incentive scheme, managing about RM670 million in assets so far.
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Your AI agent can now generate and ship videos.
HeyGen CLI is now live.
Run one command and your agent handles it all:
script → avatar creation → video → delivery
All from the terminal. Just your agent and the CLI.
RT + Comment “CLI” and we’ll DM API credits (must follow)
Your AI agent can now generate and ship videos.
HeyGen CLI is now live.
Run one command and your agent handles it all:
script → avatar creation → video → delivery
All from the terminal. Just your agent and the CLI.
RT + Comment “CLI” and we’ll DM API credits (must follow)
🚨 BREAKTHROUGH: MSA (Memory Sparse Attention)
Someone just gave LLMs ACTUAL long-term memory.
Not RAG. Not bigger windows. Memory BUILT INTO attention itself.
Why everything else fails:
❌ RAG = open-book exam. Can't remember, only searches. Cross-doc reasoning? Dead.
❌ Linear attention = compressed memory. Gets blurry. Loses details.
MSA is different:
→ Native sparse attention, LINEAR complexity
→ 10x memory, SAME compute cost
→ Knows WHERE & WHEN info came from
→ Connects scattered clues into reasoning chains
The numbers are insane:
• 16K → 100M tokens, <9% accuracy drop
• 4B MSA BEATS 235B RAG systems
• 2x A800 GPUs = 100M token inference
Before: Genius with goldfish memory
After: Actually remembers
https://t.co/BFHAZgB4Fm (https://t.co/BFHAZgB4Fm)
Star it 🌟
#AI #LLM #MachineLearning #Attention #Memory
🚨 WHO DUMPED $400M GOLD DURING ASIA HOURS?
The gold crash wasn't hedge funds.
It wasn't JP Morgan.
It was a SOVEREIGN PENSION FUND in distress.
Here's the smoking gun 👇
Sources: Reuters, Bangkok Post, Bloomberg, AInvest
This is why gold dumped while oil surged.
Not inflation. Not Fed.
A Thai pension fund hitting its risk limit.
/END