Haseeb M

Helping organisation #DigitallyTransform to #simplifyComplexity through right use of #AI #BigData #DataScience #IoT #MachineLearning #DataAnalytics #Cloud #5G

[Haseeb M @EngrMhaseeb]

A prediction we'll happily be held to:

Within a year, context engineering is a budget line item, not a blog topic.

The models are commoditising fast. The retrieval layer feeding them is not. That's where the margin quietly moves.

[Haseeb M @EngrMhaseeb]

Most teams run five AI tools with five separate memories. Ask one what the other learned and you get nothing.

We built NeoMind the other way. Three teammates, one shared Brain. What Simon learns at 9am is what Maeve knows at 2pm.

Memory is the product.

[Haseeb M @EngrMhaseeb]

Kimi K3 landed last week. 2.8T params, largest open-weight model yet, 1M context, $3/$15.

The weights still aren't public.

Our team has stopped calling anything "open" until we can run it on our own hardware. Until then it's an API with good PR.

[Haseeb M @EngrMhaseeb]

GPT-5.6 shipped with a 5x price spread: Sol at $5/$30 per 1M tokens, Luna at $1/$6.

Everyone is benchmarking Sol. We route most of our agent calls to Luna.

The skill in 2026 isn't picking the best model. It's knowing which calls actually deserve one.

[Haseeb M @EngrMhaseeb]

@__spekulator__ @neomericau Agreed — the trap is pricing per seat while paying per token.
We track cost per task, not per token. The same feature, badly designed, can cost 10× more and answer worse — retrieval scope and model routing move margin far more than switching models.
Happy to share our numbers.

[Haseeb M @EngrMhaseeb]

We've been building in public at Neomeric — an Australian AI product studio shipping software that runs itself, with AI teammates doing the work.

Just launched @neomericau for the play-by-play: real build costs, model economics, what actually ships. Follow along.

[Haseeb M @EngrMhaseeb]

I’m joining the Boardy Pro Advisory Board!

I’m working closely with @Boardyai and his team to shape the future of Boardy Pro.

Boardy gave me 5 invites to share: 1 year of free access to Boardy Pro.

Comment “BOARDY PRO” if you want in!

[Haseeb M @EngrMhaseeb]

So true

[Taymur Malik @BlueMist911]

🇵🇰 Victor Gao, renowned Chinese global affairs expert, just dropped truth bombs:

‘I think mankind should give a lot of credit to Pakistan for the important & indispensable role that Pakistan’s been playing in bringing Iran & the US together leading towards this 2 week long truce.’

Without Pakistan’s mediation, we’d be facing a global economic meltdown.

Massive respect to PM Shehbaz Sharif & FM CDF Asim Munir for delivering peace.🫡🇵🇰

[Saad Kaiser 🇵🇰 @TheSaadKaiser]

جب صوبے کا وزیرِاعلیٰ یہ کہے کہ میں عشقِ عمران میں مرنا چاہتا ہوں، تو کیا آپ واقعی کے پی کے تمام ڈاکٹروں کے حقوق اور مسائل کے لیے انصاف مانگ رہے ہیں؟ تیرہ سالہ پی ٹی آئی حکومت کے بعد اپنے ہی صوبے کا یہ حال ہے۔ اور پھر بھی اتنی جسارت کہ مریم نواز پر تنقید کریں۔ نالائق حکومت!

[Khurram Qureshi @qureshik74]

PTI’s International Stupidity 🤦‍♂️

[Dr Farhan K Virk @FarhanKVirk]

کم چنگے کر گیا
غدار ننگے کرگیا

یہ وہ نعرہ تھا جو تحریک انصاف کے لوگ آج سے دو سال پہلے لگا کر پاک فوج کو گالیاں دیتے تھے۔

آج عمران نیازی کی بہنیں تحریک انصاف کے آفیشل اکاونٹس کی بجائے بھارتی میڈیا پر بیٹھ کر پاکستان کی برائیاں کر رہی ہیں۔

کیا یہ کھلی غداری نہیں؟

[Naseer Awan(نصیر اعوان) @MNasAwan555]

یقین نہیں آرہا کے پاکستان ریلوے اتنی ایڈوانس ہوگئی ہے ؟😳

اب کے ہم جب بھی پاکستان گئے تو ٹرین سے سفر کریں گے 😊

انشاءاللہ ❤️

[Haseeb M @EngrMhaseeb]

@Hamzatheinsider What about volume and RSI?

[Haseeb M @EngrMhaseeb]

@moneyrotation 🙏

[sehar zaka @sehar_zaka]

آج پاکستان کی ہر طرف کامیابی اور واہ واہ، یہ سب عمران خان کی قربانی کا پھل ہےجو انھوں نے 3 سال جیل میں رہ کر پاکستان کو ترقی کرنے دی!!

[Ans @PakForeverIA]

پاکستانیوں کی بنگلہ دیشں سے سیر کے لیے آئے اپنے بھائی سے محبت ملاحظہ کیجیے۔

[Haseeb M @EngrMhaseeb]

@Army_of_Afghani Your ancestors attacked India and you are begging them. Look where your greed has placed you in the likes of India and Israel. This time the difference is whenever you were attacked, Pakistan was there to support you. Like we did to other Pakistan should cut the snake head now !