⏐ Taklimat Pagi
Taklimat Pagi Saya
🔗 baca_penuh: pagi.hejes.my/2026/07/31
> ringkasan_ai
# 🤖 AI & Machine Learning (The Heavy Stuff)
✅ **Pelancaran GPT-5.6** [OpenAI] — OpenAI keluarkan model baru yang lebih efisien, murah, dan power dari segi *agentic workflows*.💡 **Kenapa Penting:** Kos operasi AI makin turun tapi intelligence makin naik, senang Master nak scale projek.
✅ **Gemini 3.6 Flash & Managed Agents** [Google AI / Hacker Noon] — Google upgrade Gemini 3.6 Flash yang jauh lebih laju dan perkenalkan *Managed Agents* untuk developer buat agent yang lebih stabil.💡 **Kenapa Penting:** Persaingan sengit dengan OpenAI; speed Gemini sekarang memang gila.
✅ **Google DeepMind Gemini Robotics 2** [MarkTechPost] — DeepMind lancarkan 3 model baru untuk kawalan badan robot humanoid, dexterity, dan kolaborasi multi-robot.💡 **Kenapa Penting:** Kita makin dekat dengan era robot yang boleh buat kerja rumah macam manusia.
✅ **Kelemahan Fundamental LLM** [MIT Tech Rev] — Ada kajian kata LLM memang mustahil untuk selamat 100% daripada hack sebab flaw dalam cara ia berfungsi.💡 **Kenapa Penting:** Master kena hati-hati dengan security kalau deploy LLM untuk data sensitif.
✅ **Agentic AI dalam Sains & Klinikal** [OpenAI / arXiv] — Penggunaan AI coding agents kini mula mempercepatkan discovery dalam genomik dan analisis data klinikal (GuideSkill & ClinLens).💡 **Kenapa Penting:** AI bukan setakat borak, tapi dah mula buat research sains yang kompleks.
# 💻 Tech, Dev & Hardware
✅ **Google Redesign Search Box** [VentureBeat] — Selepas 25 tahun, Google tukar design kotak carian ikonik mereka kepada paradigma baru.💡 **Kenapa Penting:** Perubahan UI paling besar dalam sejarah Google, signal peralihan ke era AI-first search.
✅ **Apple Stockpile Inventory** [TechCrunch] — Apple simpan stok inventory sampai $11.1 bilion sebab risau masalah supply chain.💡 **Kenapa Penting:** Mungkin ada gangguan chip atau isu geopolitik yang boleh kacau supply iPhone/Mac.
✅ **Samsung vs SK Hynix** [MIT Tech Rev] — Pekerja chip Samsung ramai 'lompat pagar' pergi SK Hynix sebab isu budaya kerja dan prestasi.💡 **Kenapa Penting:** Perang chip HBM untuk AI tengah panas, Samsung tengah struggle.
✅ **Token Saver untuk Claude** [MarkTechPost] — Ada extension open-source baru yang boleh potong kos token PDF untuk Claude sampai 99% guna Hybrid RAG.💡 **Kenapa Penting:** Boleh jimat banyak duit kalau Master selalu analyze dokumen panjang.
# 🇲🇾 Lokal & Gaya Hidup
✅ **Starlink Direct-To-Cell di Malaysia** [Amanz] — SKMM tengah bincang dengan telco untuk integrasikan teknologi satelit Starlink terus ke phone biasa.💡 **Kenapa Penting:** Lepas ni kawasan pedalaman atau tengah hutan pun boleh ada signal phone.
✅ **Wise Support DuitNow QR** [Amanz] — Sekarang dah boleh guna app Wise untuk bayar guna QR DuitNow kat kedai-kedai Malaysia.💡 **Kenapa Penting:** Lagi senang nak handle payment kalau ada guest dari luar negara.
✅ **BYD Nak Lancar Robot Humanoid** [Amanz] — Gergasi EV BYD akan tunjuk robot pertama mereka bulan Ogos ni.💡 **Kenapa Penting:** BYD bukan setakat buat kereta, dorang nak masuk market robotics juga.
# 🎮 Gaming & Hiburan
✅ **Kusan: City of Wolves & The Eventide** [Aksiz] — Game baru dilancarkan untuk PS5/Switch dan pengumuman game detektif supernatural dari bekas dev Mass Effect.💡 **Kenapa Penting:** Ada options baru untuk Master relax hujung minggu ni.
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🔥 Top Picks
1. **GPT-5.6 & Gemini 3.6 Flash** — Perang model AI paling latest, wajib tahu pasal efficiency & cost.
2. **Google Search Redesign** — Perubahan interface yang akan ubah cara dunia cari maklumat.
3. **Starlink Direct-To-Cell** — Game-changer untuk connectivity kat Malaysia.
⏱ **Estimated read:** 4-5 minit.
Ada apa-apa yang Master nak saya *deep dive* lebih lanjut? Bagitau je! 🫡
> ls -la berita/
⚡ Tech/Dev
6Apple stockpiles inventory as it braces for ‘significant supply constraints’
Apple is worried enough about supply shortages that it reported about $11.1 billion in inventory, which is almost double the $5.7 billion it reported last September.
How to Build a Complete File-Sharing Application Using Filestack
This guide walks through building a complete file-sharing application using Filestack for uploads, storage, CDN delivery, and image processing.
Studio Reset Umum The Eventide, Game Supernatural Detective Berasaskan Mekanik Parallax Deduction
Bekas pembangun yang pernah terlibat dalam penghasilan Mass Effect, Dragon Age, The Long Dark, dan Anthem menerusi studio indie baharu, Studio Reset, telah mengumumkan projek sulung mereka bertajuk The Eventide.... The post Studio Reset Umum The Eventide, Game Supernatural Detective Berasaskan Mekanik Parallax Deduction first appeared on Aksiz.
Prompt Engineering vs Loop Engineering vs Graph Engineering: What Changes at Each Layer
Three terms now compete for the same line in AI engineering job descriptions. Prompt engineering is the established one. Loop engineering entered the AI vocabulary in late 2025 and dominated developer discussion through June 2026. Graph engineering followed roughly six weeks later. They get used interchangeably. Should they be? The three are not competing techniques. […] The post Prompt Engineering vs Loop Engineering vs Graph Engineering: What Changes at Each Layer appeared first on MarkTechPos
Filem Rali, Terbang Mula Ditayangkan 17 September Ini Termasuk Format 4DX
Filem aksi dan pengembaraan tempatan terbaharu arahan Chiu Keng Guan, TERBANG, dijadualkan menemui penonton di pawagam seluruh negara bermula 17 September 2026. Karya terbitan Astro Shaw yang diinspirasikan daripada kisah... The post Filem Rali, Terbang Mula Ditayangkan 17 September Ini Termasuk Format 4DX first appeared on Aksiz.
Apple says gaming slowdown and App Store changes hurt services growth
Apple said a slowdown in mobile gaming and changes to the App Store’s business model — including court-ordered payment rule changes in the U.S. — weighed on its services business, even as the company topped 1.5 billion paid subscriptions.
🧠 AI/ML
24GuideSkill: Evolving Executable LLM Agent Skills for Guideline-Grounded Clinical Reasoning
arXiv:2607.26160v1 Announce Type: new Abstract: Clinical practice guidelines (CPGs) encode diagnostic criteria, but LLM systems typically retrieve guideline text or absorb it through training rather than execute its rules. We introduce GuideSkill, an external reasoning layer that compiles disease-specific criteria into executable functions returning ordinal diagnostic-support scores. GuideSkill-Zero is initialized from guidelines, while GuideSkill-Evo uses case--diagnosis pairs to refine covered
When benchmark inferences do not compose: Projectibility in AI evaluation
arXiv:2607.26159v1 Announce Type: new Abstract: An AI benchmark result rarely reaches a consequential claim in one step. Evaluators generalize it to further cases, interpret it as evidence of capability, extrapolate it to new tasks, transport it to another system or site, and combine it with assumptions about human review and downstream consequences. Validity-centred approaches require evidence for each claim. This paper identifies a further epistemic problem: warranted links don't automatically
Kusan: City of Wolves Dilancarkan Untuk PlayStation 5 dan Nintendo Switch
Permainan Kusan: City of Wolves secara rasminya dilancarkan pada 30 Julai 2026, untuk PlayStation 5 dan Nintendo Switch. Dibangunkan oleh studio CIRCLEfromDOT dan diterbitkan bersama oleh PQube dan Soft Source,... The post Kusan: City of Wolves Dilancarkan Untuk PlayStation 5 dan Nintendo Switch first appeared on Aksiz.
Google DeepMind Ships Three Physical AI Models For Whole Body Control, Dexterity And Multi Robot Collaboration
Google DeepMind has released Gemini Robotics 2, the intelligence layer for its next generation of robots. The release ships three models: a vision-language-action model for whole body humanoid control, Gemini Robotics ER 2 for embodied reasoning and task orchestration, and an on-device VLA that adapts to new robot bodies in hours. One checkpoint drives Apptronik Apollo 2 and a Franka Duo. Only ER 2 is publicly available. The post Google DeepMind Ships Three Physical AI Models For Whole Body Cont
Wise Kini Menyokong Ciri DuitNow QR Di Malaysia
Wise kini mengintegrasikan DuitNow QR ke dalam aplikasi dan perkhidmatannya melalui kerjasama dengan PayNet. Langkah ini dijangka meningkatkan pengalaman pengguna kerana menyediakan kaedah pembayaran yang lebih mudah di pelbagai kedai dan peniaga. Baik pelancong yang berkunjung ke Malaysia mahupun penduduk tempatan yang melakukan pembelian, mereka boleh menggunakan aplikasi Wise untuk mengimbas dan membayar di peniaga […]
The Machines We Keep Mistaking for Minds
Today’s AI can mimic intelligence, emotion and companionship—but convincing human-like behaviour is not proof of consciousness or sentience.
Even More Deception: Objective Misalignment in Mixed-Motive LLM Multi-Agent Systems
arXiv:2607.26120v1 Announce Type: new Abstract: Large Language Models (LLMs)-powered multi-agent systems are increasingly deployed in mixed-motive environments, where agents operate under asymmetric information and strategic deception due to conflicting or hidden objectives. In these settings, misalignment with collective goals becomes a central concern. We propose a novel framework for evaluating objective misalignment using the social deduction game Werewolf, modifying the objective of a singl
Investors love AI, as long as you’re a cloud host
Amazon isn't slowing down on data center spending — but investors don't seem to mind.
Tencent Open-Sources AngelSpec: A Unified Training Framework for MTP and Block-Parallel Speculative Decoding on Hy3 Models
Tencent has released AngelSpec, an open-source torch-native framework for training speculative-decoding draft models across six architectures. It introduces DFly, a block-diffusion drafter with hybrid target conditioning and a hidden-correction autoregressive head, and integrates D-cut for runtime-adaptive verification budgeting. On HY3-295B-A21B with TP=8, DFly-8 delivers a 1.98–2.40× speedup over autoregressive decoding across concurrency 4 to 64. The post Tencent Open-Sources AngelSpec: A Uni
Stop Hardcoding to a Single LLM Vendor - You’re Building a $200K Tech Debt Trap
How single-provider AI dependency creates hidden switching costs and existential business risk—and the multi-provider strategy that eliminates it.
Reddit reports a solid quarter but shows signs of AI’s impact
Reddit's financial situation is looking good but uncertainty about its relationship to Google and the new AI-ified web are stirring market concerns.
AI hedge fund Situational Awareness may have sold its public portfolio, but it still has its Anthropic shares
The former OpenAI researcher’s fund was forced to unwind public equities after leveraged public bets plummeted. But he still has cards to play.
Gemini 3.6 Flash Tied on Intelligence - and Nearly Doubled Output Speed
The useful engineering question is therefore not “Did 3.6 Flash win?” It is “Which differences are sufficiently supported to justify a production test?”
BYD Akan Perlihatkan Robot Pertama Mereka Pada Bulan Ogos Ini
BYD kini berkongsi menyatakan akan memperkenalkan robot berbentuk manusia pertama mereka secara rasminya pada bulan Ogos ini, iaitu dalam hanya beberapa minggu sahaja lagi. BYD pada hari ini sedia terkenal dengan penawaran kenderaan elektrik mereka. Namun, sebelum ini mereka telah beberapa kali menyatakan hasrat dalam pembangunan robot, dan turut melakukan pelaburan tinggi dalam arena kecerdasan […]
Meet Token Saver: An Open-Source MCP Extension Using Local Hybrid RAG to Cut Claude PDF Token Costs 90-99%
Marktechpost AI has released Token Saver, an open-source MCP extension for Claude Desktop that uses local Hybrid RAG to slash PDF token consumption by up to 99% while ensuring absolute document privacy. The post Meet Token Saver: An Open-Source MCP Extension Using Local Hybrid RAG to Cut Claude PDF Token Costs 90-99% appeared first on MarkTechPost.
Moonshot AI Open-Sources MoonEP: A Perfectly Balanced Expert Parallelism Library for MoE Training
Moonshot AI has open-sourced MoonEP, an Expert Parallelism (EP) communication library for distributed Mixture-of-Experts (MoE) workloads. The team announced the release as a library built to make expert-parallel communication more efficient at scale. It ships under an MIT license. MoonEP arrived as part of Kimi K3 Open Day. Alongside the K3 model weights and technical […] The post Moonshot AI Open-Sources MoonEP: A Perfectly Balanced Expert Parallelism Library for MoE Training appeared first on
Siri Realiti AXN Ultimate Challenge: Sarawak Mula Disiarkan 31 Julai Ini
Siri pertandingan realiti pengembaraan baharu, AXN Ultimate Challenge: Sarawak, bakal memulakan tayangan perdana menerusi saluran YouTube AXN Asia pada 31 Julai 2026, sebelum menemui penonton di rangkaian televisyen seluruh rantau... The post Siri Realiti AXN Ultimate Challenge: Sarawak Mula Disiarkan 31 Julai Ini first appeared on Aksiz.
Siri Pencetak Epson EcoTank Terbaru Dilancarkan Untuk Rumah, Pejabat Dan Industri
Dunia kini dapat dilihat sudah mula bergantung kepada output digita hampir sepenuhnya, khususnya apabila ia dilihat bahawa semua orang kini mempunyai peranti pintar, komputer riba, komputer desktop dan juga tablet, tetapi tahukah anda untuk banyak syarikat-syarikat bersaiz sederhana kecil dan juga korporat, dokumen kertas masih lagi mempunyai kepentingan mereka sendiri? Oleh kerana ini, orang ramai […]
GPU Management: Why Idle GPUs Are the New Grounded Aircraft
A fundamental flaw leaves LLMs strikingly vulnerable to attack
It is impossible to make large language models fully secure against hacks because of a fundamental flaw in how they work, a team of researchers argue in a paper presented at the International Conference on Machine Learning, a top AI conference, this month. The claim has huge implications for the safety of this technology, which…
Redmi K100 Pro Dijangka Hadir Dengan Panel 185Hz
Redmi dilihat cuba melangkah ke tahap baharu selepas tularnya imej promosi untuk model akan datang mereka iaitu K100 Pro. Peranti ini diperlihatkan dengan rekaan berwarna merah gelap yang elegan dan dipercayai bakal hadir dengan skrin berkadar segar semula 185Hz iaitu satu pencapaian baharu dalam industri telefon pintar. Jika dibandingkan, standard biasa telefon masa kini masih […]
Probing the Origins of Reasoning Performance: Representational Quality for Mathematical Problem-Solving in RL vs. SFT Fine-Tuned Models
arXiv:2607.26119v1 Announce Type: new Abstract: Large reasoning models trained via reinforcement learning (RL) have been increasingly shown to outperform their supervised fine-tuned (SFT) counterparts on mathematical reasoning tasks; Yet the mechanistic basis for this advantage remains unclear. We therefore ask, what internal representational differences enable RL models' superior performance? Our work presents two converging lines of evidence: First, linear probes trained on layer-wise hidden s
Adidas Menjadi Penyedia Pakaian Rasmi untuk Esports Nations Cup 2026
Kejohanan sulung Esports Nations Cup (ENC) yang bakal menawarkan hadiah terkumpul sebanyak $20 juta akan melengkapkan 2,000 atlet dan jurulatihnya dengan pakaian rasmi daripada adidas. Acara berteraskan perwakilan negara yang... The post Adidas Menjadi Penyedia Pakaian Rasmi untuk Esports Nations Cup 2026 first appeared on Aksiz.
Advancing the price-performance frontier with GPT-5.6
Explore lower GPT‑5.6 pricing for Luna and Terra—and how OpenAI’s more efficient models help enterprises deploy AI workflows at scale.