Tareq Fadel

GenAI enthusiast, subject matter expert and advocate on the potential it has on humanity. e/acc @adobe

[Tareq Fadel @DeltaWorld]

Dainty little place in Prague. What a beautiful city.

[Karl Mehta @karlmehta]

BREAKING: Norway's $2 trillion wealth fund ran a 12-month AI experiment.

They gave Claude access to their entire investment workflow.

Result: 213,000 hours saved. 20% productivity boost.

But what they found hiding in the data changed everything:

A Thread 🧵

[Tareq Fadel @DeltaWorld]

The day changed forever.

[Sam Altman @sama]

today we launched ChatGPT. try talking with it here:

https://t.co/uWra8LKFMN

[Noisy @noisyb0y1]

https://t.co/yvURyA7Dji

[Nandkishor @devops_nk]

🚨 AWS just dropped one of the biggest S3 updates in a decade.

Most Software Engineers don't realize how big this is.

Before this update:
→ S3 was object storage only.
→ You couldn't mount it like a normal file system.
→ Applications had to copy data from S3 ⟹ EFS/EBS
⟹ Process ⟹ Upload back
→ This created extra cost, latency, and complex pipelines.

Now with S3 Files:
→ You can mount S3 like a file system.
→ Access data using normal tools (Linux, containers, AI, ML workloads)
→ No data duplication required.
→ Multiple compute resources can access same data simultaneously.
→ Low-latency performance with S3 scalability

What this means for engineers:
→ Simpler DevOps architectures
→ Faster data pipelines
→ Easier Kubernetes workloads
→ Better AI/ML data processing
→ Reduced infrastructure cost

Earlier:
S3 → Storage bucket (API only)

Now:
S3 → Shared file system + Object storage (Best of both worlds)

This removes one of the biggest limitations of S3.

Huge update for DevOps, Data Engineering, and AI workloads.

[Tareq Fadel @DeltaWorld]

“The five-stage cycle is: war, ceasefire, violations, accumulation, resumption. We are in stage three.”

[Shanaka Anslem Perera ⚡ @shanaka86]

BREAKING: Explosions just hit Iran’s Lavan oil refinery and Sirri Island. Iranian state media described it as an attack by enemies. No perpetrator has claimed responsibility. The cause is officially unclear. The timing is not.

The ceasefire is less than 24 hours old. Both sides have now violated it.

On the Iranian side, IRGC provincial commands launched missiles at Israel, the UAE, Saudi Arabia, Bahrain, Kuwait, and Qatar within thirty minutes of the announcement. The UAE’s national emergency authority issued a live alert today confirming air defence systems are responding to an active missile threat. Kuwait absorbed the heaviest strikes of the entire war. Cluster munitions from Iranian ballistic missiles hit Beersheba, injuring two teenagers. Iran’s own Council stated the ceasefire does not signify the termination of the war.

On the other side, explosions struck Lavan and Sirri. These are not random targets. During the Iran-Iraq War, when Kharg Island was damaged, Iran shifted its oil exports to Lavan and Sirri as backup terminals. The US struck military targets on Kharg on March 13 and again on April 7, deliberately sparing the oil infrastructure. Sirri and Lavan are the contingency nodes in Iran’s export chain. If they are damaged, the redundancy that kept Iranian oil flowing after Kharg is degraded. Whoever struck these facilities understood the architecture of Iran’s export network and targeted the failover, not the primary.

The molecule crisis deepens from this direction too. Sirri Island hosts Iranian Offshore Oil Company development projects, NGL processing, and crude production feeding the same export infrastructure that the ghost fleet uses to deliver 1.22 million barrels per day to Chinese teapot refineries. Lavan refinery processes crude from the surrounding fields for domestic consumption and export. Both are energy molecules. Both are now burning.

The structural pattern from June 2025 is repeating with surgical precision. The Twelve-Day War produced a ceasefire. Both sides violated it within hours. The ceasefire held on paper for eight months while violations accumulated underneath. Then the war resumed on February 28 with the strikes that killed Ali Khamenei. The five-stage cycle is: war, ceasefire, violations, accumulation, resumption. We are in stage three. The question is how long stage four lasts before the cycle completes.

Trump declared total and complete victory and said Iran’s uranium will be perfectly taken care of. Netanyahu said Israel supports the ceasefire but it does not include Lebanon. Pakistan said it includes Lebanon and everywhere. Oman said there are no Hormuz tolls. Iran legislated the tolls. The IRGC is firing missiles at allied nations. And now oil facilities are exploding on Iranian islands in the Persian Gulf.

This is not a ceasefire. It is a breathing interval between rounds of a conflict that neither side can end and neither side can win. The United States can destroy Iran’s above-ground infrastructure but cannot reach the centrifuges beneath Fordow. Iran can close Hormuz and fire at Gulf states but cannot feed its own population or stabilise its currency. The ceasefire does not resolve this structural deadlock. It pauses it. And the pause is already fracturing from both ends simultaneously.

Islamabad is in two days. The explosions at Sirri suggest that whatever is discussed on Friday will be negotiated over the sound of detonations.

https://t.co/0fIdGsM5qH

[Tareq Fadel @DeltaWorld]

More had been written by AI in the last 3 years than all text ever written since the existence of text itself.

[Brett Winton @wintonARK]

By the late 2020s, AI cumulative written output--every postcard, memo, whitepaper, and business-document--should be surpassed by AI.

We left a written record; that record will be synthetically surpassed.

[Tareq Fadel @DeltaWorld]

When an LLM doesn’t convert the embedding vector back to natural language text.

[Tareq Fadel @DeltaWorld]

’ll be speaking at #LEAP26 in Riyadh this April.
Let’s explore how tech is moving Into New Worlds — and what’s next for our industry.
📅 13–16 April 2026
🎟️ https://t.co/faXOKmY6fX

[Tareq Fadel @DeltaWorld]

2028 Global Intelligence Crisis Report by Citrin

[Christophe Barraud🛢🐳 @C_Barraud]

🌎 Citrini Research just dropped a provocative thesis:

⚠ We’re heading toward a “2028 Global Intelligence Crisis.” ⚠

➡ The core idea?
AI is making intelligence abundant — and the global economy isn’t built for that.

Here’s the breakdown 👇

1/🧠 AI agents are removing friction everywhere.
*By 2026–27:
• Autonomous AI handles shopping, taxes, insurance, legal work
• Commerce shifts to automated optimization
• Industries built on complexity & information asymmetry collapse

2/💼 White-collar displacement accelerates.
AI replaces knowledge work → Displaced professionals move down the wage ladder → Labor supply rises → Wages compress across sectors.
*This spreads beyond tech.

3/🏢 SaaS & private credit are exposed.
Many leveraged software deals assumed perpetual growth.
But AI reduces demand for service-heavy SaaS.
*Results:
• Downgrades
• Defaults
• Risk repricing

4/🏠 Households weaken quietly.
Prime borrowers still pay mortgages…
But they’re tapping savings & credit.
Income compression → Spending slows → Debt-to-income rises.

5/ 🔁 A negative loop forms:
AI → layoffs → lower income → weaker demand → more automation → repeat.

At the same time:
Income stress → tighter credit → weaker wealth effect → slower economy.

6/ 🏛 Governments face structural strain.
Tax systems rely on labor income.
AI shifts income toward capital & compute.
Less payroll tax.
More pressure on safety nets.

⚠ The big idea:

For 200 years, human intelligence was scarce.
Now it isn’t. The report argues we’re entering a painful repricing as “intelligence premium” unwinds. Not necessarily collapse — but transition.

Agree or not, the thesis is clear:
AI isn’t just a tech cycle.
It’s a macroeconomic restructuring event.
Worth thinking about.

*Link: https://t.co/WvordBQpiu

[Tareq Fadel @DeltaWorld]

Congrats to @OpenAI , Peter and OpenClaw. Expect to see big things come out of this.

[Sam Altman @sama]

Peter Steinberger is joining OpenAI to drive the next generation of personal agents. He is a genius with a lot of amazing ideas about the future of very smart agents interacting with each other to do very useful things for people. We expect this will quickly become core to our product offerings.

OpenClaw will live in a foundation as an open source project that OpenAI will continue to support. The future is going to be extremely multi-agent and it's important to us to support open source as part of that.

[Tareq Fadel @DeltaWorld]

On my way to Qatar. 🇶🇦. I haven’t been there since I was a child. Last time I was there was Jan ‘94.

[Tareq Fadel @DeltaWorld]

@NoteSphere A shame they are so ugly.

[Tareq Fadel @DeltaWorld]

@scrimba Hey Scrimba team. My subscription auto renewed without myself realising. I have since cancelled it. Could I gar a refund please.

[Tareq Fadel @DeltaWorld]

@dc_lawrence @johnrmyers Keeps house prices high. Had they built a lot more houses, let’s say 20x, it’ll have a negative effect on house prices. A lot of the economy and people’s finances is tied up in UK property. It will be devastating in a declining house price economy for many folk.

[Tareq Fadel @DeltaWorld]

@assassinscreed Yasuke

[Tareq Fadel @DeltaWorld]

@NVIDIAGeForceUK GeForce Season 🎄
This year I’ve been pushing my ageing GPU way beyond its limits just to keep up with new titles, and nothing would reignite my gaming passion like a Resident Evil RTX 5090. I’d finally be able to experience the games I love the way they were meant to be played.

[Tareq Fadel @DeltaWorld]

@NVIDIAGeForce GeForce Season

[Tareq Fadel @DeltaWorld]

I’m proud to be presenting At the Microsoft Data and AI Event in Riyadh

[Tareq Fadel @DeltaWorld]

@itslirrato @shayne_coplan @grok which movie is this clip from?