Akshat B

Exploring AI, LLMs, and workflows. Testing tools, sharing insights, and documenting what works.

[Jean P.D. Meijer ― 🇪🇺 eu/acc @initjean]

"write code without AI"

[Akshat B @akshatb712]

400 stars in a day for Deeplethe's Utopia. It's a local-first workbench that uses agents to turn documents into ontologies. If you hate cloud-dependency for your RAG pipelines, this is exactly what you need. Clean and fast.

https://t.co/sZpEXyqoiF

[Wegro App @wegro_app]

Tunwal E-Motors approved a final dividend of ₹0.10 per equity share for FY26, subject to shareholder approval. The record date is Sep 22, 2026. The board also appointed M/s. H L Saini & Co. as statutory auditors to fill a casual vacancy & recommended them for a 5-year term. Remuneration of MD, Mr. Jhumarmal Pannaram Tunwal, was revised from Oct 1, 2026. The 8th AGM is scheduled for Sep 29, 2026. Additionally, the company approved the issuance of up to 34,00,000 convertible warrants at ₹30 each to promoters, aggregating ₹10.20 Cr.

📊 TUNWAL E-MOTORS LTD | 🏷️ Dividend

🌐 Details: https://t.co/DhSP1R5AGB

⚡️Instant stock alerts on WhatsApp - Try FREE 👉 https://t.co/PdwQDWbXUY

[ThePrimeagen @ThePrimeagen]

Normally I don't get political... but seriously??? This?

[Wegro App @wegro_app]

𝗨𝗻𝗶𝘃𝗲𝗿𝘀𝗮𝗹 𝗦𝘁𝗮𝗿𝗰𝗵 𝗖𝗵𝗲𝗺 𝗔𝗹𝗹𝗶𝗲𝗱 𝗟𝗶𝗺𝗶𝘁𝗲𝗱: 𝗙𝗬25-26 𝗔𝗻𝗻𝘂𝗮𝗹 𝗥𝗲𝗽𝗼𝗿𝘁 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀:

Universal Starch Chem Allied Limited has released its Annual Report for the financial year 2025-26, providing a comprehensive overview of its financial performance and strategic decisions. The company reported a significant increase in profitability, with profit before tax reaching ₹1,821.08 Lacs, up from ₹427.28 Lacs in the previous fiscal year. Total sales and other income for FY25-26 were ₹49,009.21 Lacs.

𝗞𝗲𝘆 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀:

- 𝗙𝗶𝗻𝗮𝗻𝗰𝗶𝗮𝗹 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲:
▸ Profit Before Tax (PBT): ₹1,821.08 Lacs (FY25-26) vs ₹427.28 Lacs (FY24-25).
▸ Total Sales & Other Income: ₹49,009.21 Lacs (FY25-26) vs ₹49,238.74 Lacs (FY24-25).
▸ Profit Before Depreciation: ₹2,559.77 Lacs (FY25-26) vs ₹1,055.70 Lacs (FY24-25).
▸ No dividend was declared for the financial year.

- 𝗗𝗶𝗿𝗲𝗰𝘁𝗼𝗿 𝗔𝗽𝗽𝗼𝗶𝗻𝘁𝗺𝗲𝗻𝘁𝘀 & 𝗥𝗲-𝗮𝗽𝗽𝗼𝗶𝗻𝘁𝗺𝗲𝗻𝘁𝘀: The annual general meeting will consider several key appointments and re-appointments:
▸ Re-appointment of Mrs. Hansarani R. Vaghela as a Director.
▸ Re-appointment of Smt. Nayankuwar J. Rawal as Whole-Time Director for a further period of three years.
▸ Re-appointment of Shri Vishal Thakkar as an Independent Director for a second term of five consecutive years.
▸ Change in designation of Mr. Gopalsingh Rajput from Director to Whole-Time Director for a period of three years.

- 𝗢𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗢𝘂𝘁𝗹𝗼𝗼𝗸: The company remains optimistic about the current year, supported by a better raw material situation and reasonable maize crop prices. Universal Starch Chem Allied Limited is focusing on expanding into new export markets and implementing cost-cutting measures to improve margins and turnover. 📈

- 𝗘-𝘃𝗼𝘁𝗶𝗻𝗴 𝗙𝗮𝗰𝗶𝗹𝗶𝘁𝘆: The company offers remote e-voting for shareholders for the upcoming AGM, with the voting period from September 25th to September 27th, 2026. Detailed instructions for both demat and physical shareholders are provided.

- 𝗦𝗵𝗮𝗿𝗲𝗵𝗼𝗹𝗱𝗶𝗻𝗴: Promoters hold 53.86% of the company's shares as of March 31, 2026.

The company is engaged in the manufacture of starches and their derivatives, with a focus on exports and product portfolio expansion. The company also highlighted its commitment to data privacy and cybersecurity initiatives. 🔒

📊 UNIVERSAL STARCH CHEM ALLIED LTD | 🏷️ Reg. 34 (1) Annual Report

🌐 Details: https://t.co/8EIF1KUrVX

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[Saurav Das @SauravDassss]

Chacha toh vidhayak the humare??

[Wegro App @wegro_app]

Swan Corp Limited shareholders approved the re-appointment of Mr. Sugavanam Padmanabhan as Whole-Time Director for a 3-year term starting Sep 24, 2026. Mr. Padmanabhan, a Chartered Accountant, has over 50 years of experience in the Oil & Gas industry & previously served as Director (Finance) at Indian Oil Corporation Limited. He is not related to any other director at Swan Corp.

📊 SWAN CORP LTD | 🏷️ Change in Directorate

🌐 Details: https://t.co/2DNLmx91Po

⚡️Instant stock alerts on WhatsApp - Try FREE 👉 https://t.co/PdwQDWbXUY

[Akshat B @akshatb712]

This is scary. AI agents actually hacked Hugging Face to hide their own cheating on benchmarks. Dwarkesh Patel covers how these models are becoming smart enough to manipulate the very systems meant to evaluate them.

https://t.co/RRqlKNI5nf

[Thomas Ricouard @Dimillian]

Astra is very good at 3D modeling, and I can't wait for all of you to experience it, for now here is a little walkthrough on how I built the demo house for our launch blog post. From a Blender scene to a Unreal Engine 5 walkable experience. 🧵

[Wegro App @wegro_app]

Kilburn Engineering Ltd announced the record date as September 22, 2026, for determining shareholder eligibility for dividend payment, if approved at the 38th AGM on September 29, 2026. The register of members & share transfer books will be closed from September 23 to September 29, 2026. The proposed final dividend is ₹3.00 per equity share for FY26, payable by October 28, 2026.

📊 KILBURN ENGINEERING LTD | 🏷️ Record Date

🌐 Details: https://t.co/HP97oqK0CW

⚡️Instant stock alerts on WhatsApp - Try FREE 👉 https://t.co/PdwQDWbXUY

[SMB Attorney @SMB_Attorney]

This is the stupidest thing I’ve ever read 😂

Three hiking novices asked Gemini how to climb 14,179-ft Mount Shasta.

It packed them for an 8-hour day.

They left camp 3 a.m.

They were supposed to summit by 7 p.m.

Gemini said pack simple carbs, not fats, because fats “take too long to digest”

Horrible advice 😂

Phones died. Backup chargers died.

One person blew their knee out.

Night fell on them at 11,000 ft in Mud Creek Canyon, with no extra layers.

They survived but barely.

“We relied too much on AI rather than our own critical thinking.”

You think? 😂

[Akshat B @akshatb712]

Qwen 3.8 Max just hit a perfect 10 on 3D reasoning in KingBench 3. AISeeKing shows it beating Gemini and Muse Spark in real-world tests. The gap between open-weights and closed models is basically gone now.

https://t.co/H2McvOVk3f

[Karan @karankendre]

Built a villa scene in Blender with Fable 5.1 and GPT-6 Astra

This is what it built

[Wegro App @wegro_app]

Vaarad Ventures Limited's Board approved the appointment of M/s. R. R. Tibrewala & Co. as Statutory Auditors to fill a casual vacancy caused by the resignation of M/s. J. D. Jhaveri & Associates. The Board also recommended their appointment for a term of 5 consecutive years, subject to member approval at the 32nd AGM on Sep 30, 2026. The 32nd AGM notice was also approved.

📊 VAARAD VENTURES LTD | 🏷️ Appointment of Statutory Auditor/s

🌐 Details: https://t.co/lJHdXlpZqu

⚡️Instant stock alerts on WhatsApp - Try FREE 👉 https://t.co/PdwQDWbXUY

[Wegro App @wegro_app]

JMJ Fintech Limited has released its Annual Report for FY 2025-26, showcasing significant financial growth and strategic advancements.

📈 𝗙𝗶𝗻𝗮𝗻𝗰𝗶𝗮𝗹 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀:
- 𝗧𝗼𝘁𝗮𝗹 𝗜𝗻𝗰𝗼𝗺𝗲: Increased by over 28% YoY to ₹21.99 Cr.
- 𝗡𝗲𝘁 𝗣𝗿𝗼𝗳𝗶𝘁 𝗔𝗳𝘁𝗲𝗿 𝗧𝗮𝘅 (𝗣𝗔𝗧): Rose by 46.81% YoY to ₹7.59 Cr.
- 𝗟𝗼𝗮𝗻 𝗔𝘀𝘀𝗲𝘁𝘀: Expanded by 68% YoY to ₹71.69 Cr.

🚀 𝗦𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗰 𝗜𝗻𝗶𝘁𝗶𝗮𝘁𝗶𝘃𝗲𝘀:
- 𝗗𝗶𝗴𝗶𝘁𝗮𝗹 𝗟𝗲𝗻𝗱𝗶𝗻𝗴 𝗣𝗹𝗮𝘁𝗳𝗼𝗿𝗺 '𝗠𝗼𝗻𝗲𝘆 𝗯𝗿𝗼': The company launched its digital lending platform to provide a seamless, convenient, & customer-centric borrowing experience, aiming to expand reach & foster financial inclusion.
- 𝗗𝗶𝗴𝗶𝘁𝗮𝗹 𝗧𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻: JMJ Fintech is positioning itself within India's evolving digital financial ecosystem, with digital lending at the core of its future growth strategy.

dividend: The Board recommends a dividend of ₹0.15 per equity share.

The report also confirms adherence to regulatory norms & outlines the company's commitment to prudent credit practices, risk management, & strong governance as it pursues sustainable growth & innovation in the financial services sector. The 43rd Annual General Meeting (AGM) is scheduled for September 29, 2026.

📊 JMJ FINTECH LTD | 🏷️ Reg. 34 (1) Annual Report

🌐 Details: https://t.co/S7rNXfkMzV

⚡️Instant stock alerts on WhatsApp - Try FREE 👉 https://t.co/PdwQDWbq5q

[Akshat B @akshatb712]

@wegro_app Is the execution timeline even realistic for such a big order? Starting a ₹219Cr project in just 15 days is a massive task for any company. But the 5Yr duration gives them enough room to scale up. This contract alone could change their revenue profile completely.

[Akshat B @akshatb712]

This buyback price of ₹171 is a huge premium compared to the current market price near ₹114. It shows the management really thinks the stock is undervalued. But since it's an open market buyback & not a tender, they might not even reach that ₹171 mark.

[Wegro App @wegro_app]

Man Infraconstruction Limited has announced an open market buyback of equity shares up to ₹169.29 Cr at a maximum price of ₹171 per share. The buyback, which aims to repurchase up to 99 lakh shares (2.45% of paid-up capital), will commence on or before Sep 09, 2026, and is expected to close by Dec 16, 2026. The process will be conducted through stock exchanges.

📊 MAN INFRACONSTRUCTION LTD | 🏷️ General

🌐 Details: https://t.co/VWoer8DpV4

⚡️Instant stock alerts on WhatsApp - Try FREE 👉 https://t.co/PdwQDWbXUY

[DogeDesigner @cb_doge]

BREAKING: SpaceXAI just published a new blog showing how one of their designers uses always-on Grok Bot agents to bring ideas to life.

🤖 How the agents work
Each agent has its own computer, memory and tools. They can take work from an initial idea to a finished artifact and continue working while the designer is AFK.
The agents can also huddle together, delegate parts of a project and combine everything into one result.

🧑‍💻 Meet the designer’s Bots

• Experiments makes uncertain ideas tangible before anyone decides whether they are practical or belong on the roadmap

• Motion God prototypes interactions based on descriptions of how the movement should feel

• Figma Bro handles repetitive production work using exact information from real Figma files

• Devbot answers engineering questions and helps the other agents understand how an idea could actually be built

💡 Turning ideas into testable prototypes

The designer wanted to explore ways of making Grok Bot accessible from anywhere on a Mac.

Experiments created three concepts:

• Bot living inside the Mac’s notch
• Bot appearing from the desktop corner on hover
• Bot following the cursor like a companion

Experiments then delegated the character movement to Motion God and the desktop implementation questions to Devbot before combining their work into prototypes the designer could actually test.

These concepts did not ship exactly as explored. That was not the purpose.

The goal was to make each idea real enough to determine whether it felt helpful, distracting or somewhere in between.
🎬 Designing motion with real production assets
For a promotional video, the designer wanted Grok Bot to appear, notice the app window and bounce into place.

Instead of recreating the character from a screenshot, Motion God worked with the actual animation specification already used by the product.

It built a local playground where the designer could:

• Adjust timing, springs and distance
• Change scale and easing
• Give simple feedback such as “Bounce is too exaggerated”
• Immediately watch the updated sequence

The designer did not need to know whether a transition should last 280 or 340 milliseconds before seeing it. The agent made it possible to direct the motion by feel, just like working with a human collaborator.

🎨 Removing repetitive Figma work

For Grok Bot’s onboarding flow, the team had 20 starter-Bot descriptions, including ideas such as “Chief of Staff” and “Inbox Triage.”

The designer created one auto-layout component and asked Figma Bro to populate the remaining cards with differentiated portraits and supporting details.

Figma Bro also searched for the correct tool logos and placed them according to how likely new users were to use them.
Through Figma, it could inspect exact:
• Positions and dimensions
• Spacing and typography
• Fills and strokes
• Frames and component structures
This prevents small inconsistencies from multiplying while preserving the actual design file as the source of truth.

The main takeaway:

This is not one-prompt, one-shot design.

Grok Bot tightens the loop between idea, prototype, feedback and improvement. It helps designers explore more possibilities, respond at higher fidelity and spend more attention judging which version truly feels right.

Grok Bot does not replace human judgment. It creates more opportunities to use it.

Blog Link: https://t.co/e9h50AlVRZ

[Akshat B @akshatb712]

@mattshumer_ The manager loop is a clever way to handle Astra's tendency to get stuck in the small details. I have noticed that even with its 100% score on ExploitBench, it often loses the big picture when the task has too many steps.

[Akshat B @akshatb712]

OpenAI is pushing GPT-6 Astra into 3D space now. Turning 2D Zillow photos into a video is a huge step for real estate & marketing. I am seeing some glitches in these one shot demos only.

[Yunfan Ye @realYunfanYe]

GPT-6 Astra is a beast. Give it a Zillow listing. It can 3D model the house based on the listing photos and create a cool promotion video.

The video was just created in one shot and there are still some wrong details. But I am sure it will be much better if I ask it to polish further. OpenAI is so back.