⏐ Taklimat Pagi
Taklimat Pagi Saya
🔗 baca_penuh: pagi.hejes.my/2026/08/22
> ringkasan_ai
# 🤖 Evolusi LLM & OpenAI
✅ **GPT-5.6 kini kuasa Microsoft 365 Copilot** [OpenAI] — Model terbaru ni dah masuk dalam Word, Excel, dan PowerPoint untuk kerja yang lebih cepat dan berkualiti.💡 **Kenapa Penting** — Produktiviti Master dalam ekosistem Microsoft bakal naik level kalau guna model ni.
✅ **Workflow ChatGPT Work untuk Data Science & Sales** [OpenAI] — OpenAI kongsi cara praktikal guna ChatGPT untuk buat KPI memo, analisis data, sampai ke *deal diagnosis* untuk sales.💡 **Kenapa Penting** — Boleh jimat masa Master untuk buat kerja-kerja pengurusan yang remeh.
✅ **Panduan Permulaan ChatGPT** [OpenAI] — Tutorial asas untuk yang baru nak berjinak-jinak dengan AI untuk brainstorming dan selesaikan masalah.💡 **Kenapa Penting** — Bagus untuk rujukan kalau Master nak ajar staf baru.
# 🔬 Penyelidikan AI & Akademik (arXiv)
✅ **Kajian Reproduksibiliti Neuro-Symbolic** [arXiv] — Audit mendapati cuma 6.5% literatur Neuro-Symbolic yang boleh direproduksi semula.💡 **Kenapa Penting** — Amaran supaya Master lebih skeptikal dengan claim-claim kertas kajian yang nampak terlalu hebat.
✅ **FaithSieve: Penilaian Bukti Matematik** [arXiv] — Sistem baru untuk check sama ada bukti matematik yang dijana LLM tu betul atau ada error logik.💡 **Kenapa Penting** — Selesaikan masalah "halusinasi" AI dalam pengiraan kompleks.
✅ **Kajian Mentalization Manusia vs LLM** [arXiv] — Analisis keupayaan AI untuk faham kepercayaan dan niat orang lain (social interaction).💡 **Kenapa Penting** — Kita makin dekat untuk buat AI yang betul-betul "faham" emosi manusia.
✅ **SKILL.state & Isu Guardrail LLM** [arXiv] — Fokus kepada ejen AI yang boleh buat tugasan jangka panjang dan risiko "stale verdict" (keputusan lambat) dalam sistem adaptif.💡 **Kenapa Penting** — Penting kalau Master nak bina autonomous agent yang stabil dan selamat.
# 🛠️ Tooling & Model Terbuka (HuggingFace)
✅ **OlmoEarth v1.1 & PaddleOCR 3.5** [HuggingFace] — Model baru untuk pemerhatian bumi yang lebih efisien dan OCR yang lebih power guna Transformers backend.💡 **Kenapa Penting** — Tool yang sangat berguna kalau Master ada projek berkaitan imej satelit atau parsing dokumen.
✅ **Granite Embedding R2 & Ettin Reranker** [HuggingFace] — Model embedding multilingual (32K context) dan keluarga reranker baru yang open-source.💡 **Kenapa Penting** — Alternatif percuma dan power untuk buat sistem RAG (Retrieval Augmented Generation).
✅ **Optimasi Batching & Asynchronicity** [HuggingFace] — Teknik baru untuk buat *continuous batching* jadi lebih lancar.💡 **Kenapa Penting** — Boleh kurangkan latency kalau Master host model sendiri.
# 🏢 Implementasi Industri
✅ **Deutsche Telekom x OpenAI** [OpenAI] — Syarikat telco ni tengah tukar seluruh operasi mereka (customer service & network) jadi AI-native.💡 **Kenapa Penting** — Contoh nyata macam mana korporat besar skala global implement AI secara menyeluruh.
🔥 Top Picks
**GPT-5.6 in M365** (Sebab ni impact direct pada tool harian)
**Deutsche Telekom Case Study** (Boleh jadi benchmark untuk strategi AI Master)
**Granite Embedding R2** (Sebab open-source dan context window besar)
> ls -la berita/
🧠 AI/ML
12OlmoEarth v1.1: A more efficient family of Earth observation models
PaddleOCR 3.5: Running OCR and Document Parsing Tasks with a Transformers Backend
GPT-5.6 is now the preferred model in Microsoft 365 Copilot
Learn how GPT-5.6 powers Microsoft 365 Copilot with stronger AI capabilities across Word, Excel, PowerPoint, Chat, and Cowork for faster, higher-quality work.
Data science workflows with ChatGPT Work
Learn practical ChatGPT Work workflows for root-cause briefs, KPI memos, scoped analyses, and dashboard specifications.
Sales workflows with ChatGPT Work
Learn practical ChatGPT Work workflows for pipeline briefs, meeting prep, account plans, forecast reviews, and deal diagnosis.
6.5% of the Neuro-Symbolic Literature Can Be Reproduced from Its Published Artifacts, a Six-Stage Audit Framework and First Instantiation
arXiv:2608.26236v1 Announce Type: new Abstract: We present a six-stage framework for auditing the reproducibility of scientific claims across a research literature within the computer science domain, and instantiate our framework for the neuro-symbol
Getting started with ChatGPT
Learn how to use ChatGPT, start your first conversation, and discover simple ways to write, brainstorm, and solve problems with AI.
FaithSieve: Fine-Grained Evaluation of Math Proofs with Faithful Formal Evidence
arXiv:2608.26310v1 Announce Type: new Abstract: Large language models can now generate complex, multi-step mathematical proofs, but reliably determining their correctness and localizing early logical errors remains a critical challenge. Existing eval
Assessing mentalization in humans and large language models
arXiv:2608.26291v1 Announce Type: new Abstract: Mentalization - the ability to infer others' beliefs and intentions to guide one's own choices - is a key cognitive function underlying human social interactions. Large language models (LLMs) demonstrat
How Deutsche Telekom is rewiring telecommunications with AI
How Deutsche Telekom is becoming an AI-native telco with OpenAI-transforming customer service, employee workflows, network operations, and the future of voice.
SKILL.state: Scalable Long-Horizon Agent Skills
arXiv:2608.26263v1 Announce Type: new Abstract: Large Language Models (LLMs) increasingly act as autonomous agents executing complex, long-running procedural skills. Existing agent runtimes maintain execution by continually appending observations, ac
Approved Too Late: Verdict Staleness in LLM-Guarded Self-Adaptive Systems
arXiv:2608.26306v1 Announce Type: new Abstract: A large language model (LLM) guardrail for a self-adaptive system (SAS) may issue an approval that is correct at check time but stale by actuation. This creates an Execute-stage time-of-check to time-of
📌 Lain-lain
3Granite Embedding Multilingual R2: Open Apache 2.0 Multilingual Embeddings with 32K Context — Best Sub-100M Retrieval Quality
Unlocking asynchronicity in continuous batching
Introducing the Ettin Reranker Family