Next Business 24

16/10/2025

On this tutorial, we discover the best way to construct a Context-Folding LLM Agent that effectively solves lengthy, advanced duties by intelligently managing restricted context. We design the agent to interrupt down a big activity into smaller subtasks, carry out reasoning or calculations when wanted, after which fold every accomplished sub-trajectory into concise summaries. By doing this, we protect important data whereas conserving the energetic reminiscence small. Take a look at the FULL CODES right here. import os, re, sys, math, random, json, textwrap, subprocess, shutil, time from typing import Record, Dict, Tuple strive: import transformers besides: subprocess.run(, verify=True) from transformers import AutoTokenizer, AutoModelForSeq2SeqLM, pipeline MODEL_NAME = os.environ.get("CF_MODEL", "google/flan-t5-small") tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME) mannequin = AutoModelForSeq2SeqLM.from_pretrained(MODEL_NAME) llm = pipeline("text2text-generation", mannequin=mannequin, tokenizer=tokenizer, device_map="auto") def llm_gen(immediate: str, max_new_tokens=160, temperature=0.0) -> str: out = llm(immediate, max_new_tokens=max_new_tokens, do_sample=temperature>0.0, temperature=temperature)[0]["generated_text"] return out.strip()...

On this tutorial, we uncover the easiest way to assemble a Context-Folding LLM Agent that successfully solves prolonged, superior duties by intelligently

16/10/2025

This article was produced with the support of Backbase A new landmark report released by Backbase, a global leader in AI-powered banking technology, in partnership with African Banker magazine, has highlighted the rapid transformation of small and medium-sized enterprise (SME) banking across Africa. Titled Small Business Banking: Africa’s Next Growth Segment, the report draws on insights from over 200 senior banking executives from across 40 African countries and offers a data-driven look at how banks are reimagining their support and offerings for SMEs through digital-first solutions. SME banking moves to centre stage…...

This text was produced with the assist of Backbase

16/10/2025

(Xbox Image) On the eve of the system’s release, tech reviewers across the internet are sharing their thoughts on the new ROG Xbox Ally, Microsoft’s long-anticipated foray into the portable gaming market. Announced back in June at the annual Xbox Showcase, the ROG Xbox Ally isn’t exactly what we all expected. It isn’t a handheld console like the Switch, but instead, is an Xbox-branded handheld PC made in collaboration with the Taiwanese computer company Asus. The white Ally retails for $599.99, while the significantly more powerful black Ally X costs…...

On the eve of the system’s launch, tech reviewers throughout the web are sharing their ideas on the brand new ROG Xbox Ally, Microsoft’s long-anticipated

16/10/2025

A bunch of college researchers within the U.S. have spent the final a number of years pointing satellites above their Southern California campus, and so they’ve found that the majority satellite tv for pc communications usually are not personal. The workforce is utilizing roughly U.S. $800 (C$1,124) of apparatus to make this occur, and all of it was available to them, suggesting anybody might determine this out with sufficient information. Utilizing their selfmade satillite interceptor the workforce has been in a position to choose up on regualar calls, messages, navy chatter and rather more....

A bunch of school researchers inside the U.S. have spent the ultimate a lot of years pointing satellites above their Southern California campus, and they

16/10/2025

September saw a flurry of activity in mutual fund equity portfolios with top managers reshuffling exposures to banks, automobiles, and select consumer and insurance stocks. Auto stocks drew heightened interest following the GST rate cuts, while banks and lenders saw sharp additions and exits, revealing fund managers’ divergent views on their near-term outlook. Agencies Add as a Reliable and Trusted News Source Stay ahead of the curve with NextBusiness 24. Explore more stories, subscribe to our newsletter, and join our growing community at nextbusiness24.com

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Auto shares drew heightened curiosity following the GST charge cuts, whereas banks and lenders noticed sharp additions and exits, revealing fund managers’

16/10/2025

KELOWNA, BC – Inside Well being has formally named Sylvia Weir (pictured) as its everlasting CEO. She has served as interim head of the group since June. “I’m actually excited to tackle the chance on a everlasting foundation,” stated Weir, who steps into the function beforehand held by Susan Brown. Weir has expertise with the well being authority, having beforehand led IH’s finance and infrastructure groups and managing relationships with exterior companions. Weir says she’s spent her time thus far connecting with communities, physicians, and workers throughout the Southern Inside. Whereas optimistic, she acknowledges the street forward received’t be simple....

KELOWNA, BC – Inside Properly being has formally named Sylvia Weir (pictured) as its eternal CEO. She has served as interim head of the group since June. “I’m

16/10/2025

A new study from MIT suggests the biggest and most computationally intensive AI models may soon offer diminishing returns compared to smaller models. By mapping scaling laws against continued improvements in model efficiency, the researchers found that it could become harder to wring leaps in performance from giant models whereas efficiency gains could make models running on more modest hardware increasingly capable over the next decade. “In the next five to 10 years, things are very likely to start narrowing,” says Neil Thompson, a computer scientist and professor at MIT involved in the study....

A brand new examine from MIT suggests the most important and most computationally intensive AI fashions might quickly supply diminishing returns in comparison

16/10/2025

In an era where experiences are valued as highly as possessions, the art of entertaining has entered a new renaissance. People are no longer just seeking food—they’re seeking connection, luxury, and the ease of enjoying unforgettable moments in the comfort of their own homes. At the forefront of this cultural shift is Executive Chef Mike DiLeo, a culinary visionary transforming private dining into something more intimate, more elevated, and more unforgettable than a night out at even the most celebrated restaurants. For DiLeo, hosting isn’t just about feeding people. It’s about rewriting the emotional script of an evening....

16/10/2025

Have you planned out your holiday content calendar as yet? This might help. Meta has published an updated Festive Season Guide, which includes a range of data-backed tips and pointers on how to maximize Meta’s various ad and content options throughout the end-of-year period. You can download the full 10-page guide here, but in this post, we’ll look at some of the key notes. The guide first looks at how people use Meta’s apps (primarily Facebook and Instagram, though maybe Threads as well) to plan for holiday purchases....

16/10/2025

Electric aviation startup Beta Technologies has priced shares for its initial public offering between $27 and $33, in hopes of raising as much as $825 million, according to a regulatory document filed with the U.S. Securities and Exchange Commission. If the company attracts investors at the top of that range it will debut with a valuation of about $7.2 billion. The Vermont-based company, which was founded in 2017 by its enigmatic CEO Kyle Clark, filed the paperwork Wednesday despite the government shutdown. The SEC issued guidance earlier this month that allows companies in IPO limbo to allow their statements on certain areas, including share price, to become automatically effective after 20 days, even without SEC staff review....

16/10/2025

German biotech company Tubulis has raised €308 million in a record-breaking Series C funding round, marking the largest Series C ever closed by a European biotech and the biggest financing for a private antibody-drug conjugate (ADC) developer worldwide. The round was led by Venrock Healthcare Capital Partners, with participation from Wellington Management and Ascenta Capital, alongside existing investors including Nextech Invest, EQT Life Sciences, Frazier Life Sciences, Andera Partners, Deep Track Capital, Bayern Kapital, Fund+, OCCIDENT, Seventure Partners, and HTGF. Founded in Munich, Tubulis specialises in developing uniquely matched ADCs that combine antibodies with potent drugs to target and destroy cancer cells with high precision....

German biotech firm Tubulis has raised €308 million in a record-breaking Collection C funding spherical, marking the biggest Collection C ever closed by a

16/10/2025

Rohit Sharma and Virat Kohli (agency image) Former India head coach Ravi Shastri has shared his views on Virat Kohli and Rohit Sharma's future in ODI cricket, including their potential involvement in the 2027 World Cup, as the duo prepares to return for the upcoming three-match ODI series against Australia starting October 19. This marks their first appearance in India colors since announcing their Test cricket retirement earlier this year.Shastri expressed confidence in both players' abilities and their continued motivation to contribute to India's limited-overs cricket during his interaction with Fox Sports."(Virat Kohli is) a master chaser, and Rohit is explosive at the top....

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