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Global Driving School Software Market Size, Share and Forecast By Key Players- SimplyBook.me,TutorCruncher,SuperSaaS,Teachworks,Bookitlive | Web3Wire

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Global Driving School Software Market Size, Share and Forecast By Key Players- SimplyBook.me,TutorCruncher,SuperSaaS,Teachworks,Bookitlive | Web3Wire


Global Driving School Software Market Size, Share and Forecast By Key Players- SimplyBook.me,TutorCruncher,SuperSaaS,Teachworks,Bookitlive | Web3Wire

𝐔𝐒𝐀, 𝐍𝐞𝐰 𝐉𝐞𝐫𝐬𝐞𝐲- According to the Market Research Intellect, the global Driving School Software market is projected to grow at a robust compound annual growth rate (CAGR) of 11.23% from 2024 to 2031. Starting with a valuation of 11.38 Billion in 2024, the market is expected to reach approximately 21.55 Billion by 2031, driven by factors such as Driving School Software and Driving School Software. This significant growth underscores the expanding demand for Driving School Software across various sectors.

Due to the growing need for effective management solutions in the educational sector, the driving school software industry is expanding significantly. Market growth is being accelerated by schools’ adoption of digital solutions, which are streamlining scheduling, tracking student progress, and collecting payments. Adoption of curriculum management software by driving schools is also being pushed by increased traffic laws and the emphasis on road safety. Further boosting the industry is the trend toward online and hybrid driving courses as well as the increased recognition of the advantages of software. Driving school operations are becoming more efficient thanks to technological innovations like GPS system integration and smartphone apps. The market’s strong development trajectory is a result of these factors as well as the growing number of driving schools across the globe.

The dynamics of the driving school software industry are influenced by a number of variables. Driving schools can improve efficiency and resource allocation by reducing manual labor through the growing use of automation in administrative activities. Furthermore, software developers are also providing customized solutions in response to the increased demand for individualized learning experiences. These systems are becoming even more appealing with the addition of sophisticated capabilities like analytics, real-time tracking, and virtual training tools. Government rules that promote improved training programs are also helping the sector by increasing demand for software that guarantees compliance. Mobile accessibility and cloud-based solutions are becoming essential as customer demand for convenience increases, opening up new business prospects for industry participants. These factors guarantee the industry’s continued innovation and expansion.

𝐑𝐞𝐪𝐮𝐞𝐬𝐭 𝐏𝐃𝐅 𝐒𝐚𝐦𝐩𝐥𝐞 𝐂𝐨𝐩𝐲 𝐨𝐟 𝐑𝐞𝐩𝐨𝐫𝐭: (𝐈𝐧𝐜𝐥𝐮𝐝𝐢𝐧𝐠 𝐅𝐮𝐥𝐥 𝐓𝐎𝐂, 𝐋𝐢𝐬𝐭 𝐨𝐟 𝐓𝐚𝐛𝐥𝐞𝐬 & 𝐅𝐢𝐠𝐮𝐫𝐞𝐬, 𝐂𝐡𝐚𝐫𝐭) @ https://www.marketresearchintellect.com/download-sample/?rid=10453200&utm_source=OpenPr&utm_medium=027

𝐊𝐞𝐲 𝐃𝐫𝐢𝐯𝐞𝐫𝐬:

The growth of the Driving School Software market is driven by several key factors. Technological advancements in Driving School Software have enabled greater efficiency and enhanced capabilities, spurring adoption across industries. Additionally, the rising demand for sustainable and eco-friendly solutions is pushing companies to innovate and adopt greener practices. Expanding applications in sectors like Driving School Software and Driving School Software are further contributing to market demand, as these industries seek advanced solutions to streamline operations and enhance product quality. Favorable government policies and incentives in regions such as North America, Europe, and Asia-Pacific support investment and growth. Moreover, an increasing focus on Driving School Software for improving operational efficiency and cost-effectiveness is encouraging businesses to embrace new technologies, fostering sustained market expansion.

𝐌𝐞𝐫𝐠𝐞𝐫𝐬 𝐚𝐧𝐝 𝐀𝐜𝐪𝐮𝐢𝐬𝐢𝐭𝐢𝐨𝐧𝐬

Mergers and acquisitions (M&A) play a pivotal role in the Driving School Software market, as companies look to expand their capabilities, access new technologies, and strengthen market presence. Leading players engage in strategic acquisitions to consolidate their position and gain a competitive edge. These transactions often facilitate the integration of advanced Driving School Software solutions, helping firms broaden their product portfolios and meet growing customer demands. Additionally, M&A activities support companies in achieving economies of scale and penetrating new regional markets, particularly in high-growth areas like Asia-Pacific. Through such strategic alliances, businesses aim to accelerate innovation, enhance operational efficiency, and address evolving market challenges, ultimately driving the overall growth of the Driving School Software market.

𝐆𝐞𝐭 𝐚 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭 𝐎𝐧 𝐓𝐡𝐞 𝐏𝐮𝐫𝐜𝐡𝐚𝐬𝐞 𝐎𝐟 𝐓𝐡𝐢𝐬 𝐑𝐞𝐩𝐨𝐫𝐭 @ https://www.marketresearchintellect.com/ask-for-discount/?rid=10453200&utm_source=OpenPr&utm_medium=027

𝐓𝐡𝐞 𝐟𝐨𝐥𝐥𝐨𝐰𝐢𝐧𝐠 𝐊𝐞𝐲 𝐒𝐞𝐠𝐦𝐞𝐧𝐭𝐬 𝐀𝐫𝐞 𝐂𝐨𝐯𝐞𝐫𝐞𝐝 𝐢𝐧 𝐎𝐮𝐫 𝐑𝐞𝐩𝐨𝐫𝐭

𝐁𝐲 𝐓𝐲𝐩𝐞Basic($9.9-19/Month)Standard($19-39.9/Month)Senior($39.9+/Month)

𝐁𝐲 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧Large Enterprises(1000+ Users)Medium-Sized Enterprise(499-1000 Users)Small Enterprises(1-499 Users)

𝐌𝐚𝐣𝐨𝐫 𝐜𝐨𝐦𝐩𝐚𝐧𝐢𝐞𝐬 in Driving School Software Market are:SimplyBook.me,TutorCruncher,SuperSaaS,Teachworks,Bookitlive,DanubeNet,Drivers Ed Solutions,Picktime,BookingTimes,Coanics,Drive Scout,Timendo,Zoom Scheduler,Schedule Agent,Core Driving,Sigma Data Solutions

Global Driving School Software Market -𝐑𝐞𝐠𝐢𝐨𝐧𝐚𝐥 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬

𝐍𝐨𝐫𝐭𝐡 𝐀𝐦𝐞𝐫𝐢𝐜𝐚:North America is expected to hold a significant share of the Driving School Software market due to advanced technological infrastructure and the presence of major market players. High demand across sectors like Driving School Software and Driving School Software is driving growth, with the U.S. being a key contributor. Additionally, ongoing investments in R&D and innovation reinforce the region’s strong market position.

𝐄𝐮𝐫𝐨𝐩𝐞:Europe is projected to experience steady growth, driven by stringent regulatory standards and a rising focus on sustainability in Driving School Software practices. Countries like Germany, France, and the UK are leading due to their advanced industrial base and supportive government policies. The demand for eco-friendly and efficient Driving School Software solutions is expected to continue fostering market expansion.

𝐀𝐬𝐢𝐚-𝐏𝐚𝐜𝐢𝐟𝐢𝐜:Asia-Pacific is anticipated to be the fastest-growing region, fueled by rapid industrialization and urbanization. Countries such as China, India, and Japan are driving demand due to expanding consumer bases and increasing investments in infrastructure. The region’s robust manufacturing sector and favorable economic policies further enhance growth opportunities in the Driving School Software market.

𝐋𝐚𝐭𝐢𝐧 𝐀𝐦𝐞𝐫𝐢𝐜𝐚:Latin America and the Middle East & Africa are expected to show moderate growth in the Driving School Software market. In Latin America, growth is supported by rising industrial activities in countries like Brazil and Mexico. Meanwhile, in the Middle East & Africa, infrastructure development and an increasing focus on innovation in sectors like Driving School Software are key drivers of market expansion.

𝐌𝐢𝐝𝐝𝐥𝐞 𝐄𝐚𝐬𝐭 𝐚𝐧𝐝 𝐀𝐟𝐫𝐢𝐜𝐚:The Middle East and Africa represent emerging markets in the global Driving School Software market, with countries like UAE, Saudi Arabia, South Africa, and Nigeria showing promising growth potential. Economic diversification efforts, urbanization, and a young population are driving demand for Driving School Software products and services in the region.

𝐅𝐫𝐞𝐪𝐮𝐞𝐧𝐭𝐥𝐲 𝐀𝐬𝐤𝐞𝐝 𝐐𝐮𝐞𝐬𝐭𝐢𝐨𝐧𝐬 (𝐅𝐀𝐐)

1. What is the current size of the Driving School Software market?

Answer: The Driving School Software market was valued at approximately 11.38 Billion in 2024, with projections suggesting it will reach 21.55 Billion by 2031, growing at a CAGR of 11.23%.

2. What factors are driving the growth of the Driving School Software market?

Answer: The market’s expansion is attributed to several factors, including increased demand for Driving School Software, advancements in Driving School Software technology, and the adoption of Driving School Software across various sectors.

3. Which regions are expected to dominate the Driving School Software market?

Answer: Regions such as North America, Europe, and Asia-Pacific are anticipated to lead due to the presence of major industry players and growing investments in Driving School Software.

4. Who are the key players in the Driving School Software market?

Answer: Prominent companies in the Driving School Software market include Driving School Software, Driving School Software, and Driving School Software, each contributing to market growth through innovations and strategic partnerships.

5. What challenges does the Driving School Software market face?

Answer: The market faces challenges such as Driving School Software, regulatory compliance, and competition from alternative solutions. However, ongoing advancements aim to address these issues.

6. What are the future trends in the Driving School Software market?

Emerging trends include the integration of Driving School Software technology, sustainability practices, and digital transformation in processes, all expected to shape the market’s future.

7. How can businesses benefit from the Driving School Software market?

Answer: Businesses can leverage growth opportunities in the Driving School Software market by adopting new solutions, enhancing operational efficiency, and expanding their offerings to meet evolving consumer demands.

8. Why invest in a Driving School Software market report from MRI?

Answer: MRI’s report provides in-depth analysis, future projections, and key insights to support strategic decision-making, enabling businesses to stay competitive and capitalize on growth trends in the Driving School Software market.

𝐅𝐨𝐫 𝐌𝐨𝐫𝐞 𝐈𝐧𝐟𝐨𝐫𝐦𝐚𝐭𝐢𝐨𝐧 𝐨𝐫 𝐐𝐮𝐞𝐫𝐲, 𝐕𝐢𝐬𝐢𝐭 @ https://www.marketresearchintellect.com/product/driving-school-software-market/?utm_source=OpenPr&utm_medium=027

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Fine-Tuning Llama 3.2 11B for Extractive Question Answering

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Fine-Tuning Llama 3.2 11B for Extractive Question Answering


Large Language Models (LLMs) are powerful tools that can perform a wide range of natural language processing tasks. However, due to their generic and broadly focused training, they may not always perform optimally on specific tasks. Fine-tuning is a technique that allows us to adapt a pre-trained LLM to a specific task, such as extractive question answering, without altering the original weights. In this article, we will explore how to fine-tune Llama 3.2 11B using the Q-LoRA technique and demonstrate its performance boost on the SQuAD v2 dataset.

What is LoRA?

LoRA (Low-Rank Adaption) is a technique used to add new weights to an existing model to modify its behavior without changing the original weights. It involves adding new “adapter” weights that modify the output of certain layers, which are modified during the training process while the original weights remain the same. By freezing the original weights, LoRA ensures that the model retains its pre-trained knowledge while adding new, task-specific capabilities through the adapter weights.

Defining the Experiment

We will fine-tune Llama 3.2 11B for extractive question answering using the SQuAD v2 dataset in this experiment. The goal is to train the model to extract specific portions of text that directly answer a user’s question without summarizing or rephrasing.

System Environment

This experiment was run on a Google Colab platform with an A100 GPU. The code is written in Python and utilizes the Hugging Face Transformers library.

Installing Packages

!pip install -U transformers peft bitsandbytes datasets trl evaluate bert_score

Loading Data

We will use the SQuAD v2 dataset for training and evaluation.

from datasets import load_dataset

ds = load_dataset(“squad_v2”)
print(ds)

Output:

DatasetDict({
train: Dataset({
features: [‘id’, ‘title’, ‘context’, ‘question’, ‘answers’],
num_rows: 130319
})
validation: Dataset({
features: [‘id’, ‘title’, ‘context’, ‘question’, ‘answers’],
num_rows: 11873
})
})

Data Preparation

We will split the dataset into training, validation, and test sets and convert the samples into a format suitable for Llama.

num_training_samples = 15000
num_test_samples = 750
num_validation_samples = 1000

training_samples = ds[‘train’].select([i for i in range(num_training_samples)])
test_samples = ds[‘train’].select([i for i in range(num_training_samples, num_training_samples+num_test_samples)])
validation_samples = ds[‘validation’].select([i for i in range(num_validation_samples)])

def convert_squad_sample_to_llama_conversation(sample):

return {“text”: sample_conversation, “messages”: messages, “answer”: answer}

conversation_training_samples = training_samples.map(convert_squad_sample_to_llama_conversation)
conversation_test_samples = test_samples.map(convert_squad_sample_to_llama_conversation)
conversation_validation_samples = validation_samples.map(convert_squad_sample_to_llama_conversation)

Model Preparation

We will load the Llama 3.2 11B model with 4-bit quantization and set up the LoRA config.

from transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig

model_name = “meta-llama/Llama-3.2-11B-Vision-Instruct”
tokenizer = AutoTokenizer.from_pretrained(model_name)
tokenizer.padding_side = “left”
tokenizer.pad_token = tokenizer.eos_token

bnb_config = BitsAndBytesConfig(
load_in_4bit=True,
bnb_4bit_quant_type=‘nf4’,
bnb_4bit_compute_dtype=torch.float16,
bnb_4bit_use_double_quant=True
)
model = AutoModelForCausalLM.from_pretrained(
model_name,
quantization_config = bnb_config,
device_map=“auto”
)
model.config.pad_token_id = tokenizer.pad_token_id
model.config.use_cache = False

from peft import LoraConfig
rank = 128
alpha = rank*2
peft_config = LoraConfig(
r=rank,
lora_alpha=alpha,
lora_dropout=0.05,
bias=“none”,
task_type=“CAUSAL_LM”,
target_modules=[‘k_proj’, ‘q_proj’, ‘v_proj’, ‘o_proj’, ‘gate_proj’, ‘down_proj’, ‘up_proj’]
)

Training

We will use the SFTTrainer from the trl library to train the model.

from transformers import TrainingArguments
from trl import SFTTrainer

training_arguments = TrainingArguments(
output_dir=model_checkpoint_path,
optim=‘paged_adamw_32bit’,
per_device_train_batch_size=8,
gradient_accumulation_steps=4,
log_level=‘debug’,
evaluation_strategy = “steps”,
save_strategy=‘steps’,
logging_steps=8,
eval_steps=8,
save_steps=8,
learning_rate=1e-4,
fp16=True,
num_train_epochs=4,
max_steps=120,
warmup_ratio=0.1,
load_best_model_at_end = True,
overwrite_output_dir = True,
lr_scheduler_type=‘linear’,
)

trainer = SFTTrainer(
model=model,
train_dataset=conversation_training_samples,
eval_dataset=conversation_test_samples,
peft_config=peft_config,
dataset_text_field=‘text’,
max_seq_length=1024,
tokenizer=tokenizer,
args=training_arguments
)

Evaluation

We will evaluate the model using the bert-score and exact-match metrics.

from evaluate import load

bert_model = “microsoft/deberta-v2-xxlarge-mnli”
bertscore = load(“bertscore”)
exact_match_metric = load(“exact_match”)

def get_bulk_predictions(pipe, samples):

def get_base_and_tuned_bulk_predictions(samples):

conversation_validation_samples = conversation_validation_samples.map(get_base_and_tuned_bulk_predictions, batched=True, batch_size=20)

base_predictions = conversation_validation_samples[‘base_prediction’]
answers = conversation_validation_samples[‘answer’]
base_validation_bert_score = bertscore.compute(predictions=base_predictions, references=answers, lang=“en”, model_type=bert_model, device=“cuda:0”)
baseline_exact_match_score = exact_match_metric.compute(predictions=base_predictions, references=answers)

trained_predictions = conversation_validation_samples[‘trained_prediction’]
answers = conversation_validation_samples[‘answer’]
trained_validation_bert_score = bertscore.compute(predictions=trained_predictions, references=answers, lang=“en”, model_type=bert_model, device=“cuda:0”)
tuned_exact_match_score = exact_match_metric.compute(predictions=trained_predictions, references=answers)

Results

The training process took around 1 hour on an A100 GPU. The results show a significant improvement in the model’s performance on the validation set.

MetricBase ModelTuned Model

BERT Score0.64690.7505

Exact Match0.1160.418

Conclusion

This article demonstrated how to fine-tune Llama 3.2 11B for extractive question answering using the Q-LoRA technique. The results show a significant improvement in the model’s performance on the validation set, with an increase in the BERT and exact match scores. This technique can be applied to other tasks and models, and we hope that this article serves as a comprehensive guide for future research and applications.



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The 5 Best Horror Movies Where Nobody Dies – SlashFilm

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    The 5 Best Horror Movies Where Nobody Dies – SlashFilm







    Does someone die in every horror movie ever made? The answer is no, as counterintuitive as that may seem. Indeed, some entries in the genre rely solely on tense atmosphere or implied terror to create a cathartic experience. On the flip side, there are horror films where everybody dies, the lack of survivors underlining the utter bleakness of the world that the characters inhabit. Examples include John Carpenter’s “The Thing,” whose ending pretty much seals the fate of the two remaining survivors, and George A. Romero’s “Night of the Living Dead,” which ends with the brutal death of the potential final boy. Multiple deaths are also a staple of the slasher genre, which often raises the stakes via the harrowing arc of a lone survivor who must find a way to persevere against all odds.

    Circling back to horror movies where absolutely nobody dies, I have compiled a list of five such popular films that feature zero deaths and rely heavily on atmospheric thrills to induce terror. Discourse surrounding this topic tends to include 1999’s “The Blair Witch Project,” but I have excluded that seminal found-footage horror flick since its offscreen deaths are heavily implied (even though the true nature of the killer remains ambiguous). While there’s an argument to be made that the events of “The Blair Witch Project” are merely paranoid hallucinations or triggered by something more terrifyingly mundane, either way there’s ample reason to believe that no one survives the film.

    Without further ado, let us dive into these movies and explore what makes them effectively frightening despite their lack of character deaths.

    5. Flatliners (1990)

    For a movie that is all about simulating near-death, it is surprising that Joel Schumacher’s “Flatliners” does not actually kill off any of its characters. However, the constant tension evoked by the film’s premise flirts with the idea of doing just that, even as the tone flits between taut tension and pure camp. In “Flatliners,” med student Nelson (Kiefer Sutherland) convinces his peers to flatline him for a minute before resuscitation with defibrillators, the goal being to discover life after death. The fine line between curiosity and recklessness is walked throughout, especially when every “flatlined” student experiences a horrifying vision linked to their psychological impulses during the one-minute window.

    The horror inherent in the film stems from the literal manifestation of individual sins or trauma, which come back in tangible ways to haunt the characters after they return from the near-death simulation. For instance, Rachel (Julia Roberts) comes very close to death during her flatlining after her friends are unable to revive her, but she survives after reliving the harrowing memory of her father’s suicide. The characters’ desire to solve one of the biggest mysteries about life — What happens after death? — comes at the terrible cost of having to confront the horrors of their pasts. This is a film about personal hells and the inescapable nature of guilt, which always finds a way to gnaw at one’s soul.

    4. The Others (2001)

    Everyone loves a good ghost story, and “The Others” checks every box when it comes to telling a spooky little tale about a haunting. The year is 1945, and Grace (Nicole Kidman) resides in a lovely gothic mansion with her two children, who suffer from light sensitivity and are required to follow a long list of specific instructions for their wellbeing. The arrival of three individuals in search of employment, whom Grace hires as caretakers of the estate, coincides with hauntings that shake an already paranoid Grace to the core. Doors are banged shut in her face, musical instruments come alive in the dead of night, and at one point in “The Others,” one of the children gets possessed during an innocent game of dress-up. As the scares ramp up, the film casts the illusion of heading in a certain direction, only to make a hard left when you least expect it.

    The “twist” at the end of “The Others” is talked about a lot, and for good reason; the film builds up suspense with the aid of traditional genre tropes only to completely subvert them to convincing ends. If we are being technical here, — (major spoilers ahead!) — the fates of Grace and her children do count as deaths, but they have been dead all along, and are simply not aware of it. We share their collective ignorance until the spell is broken and take their lived experiences as proof of life, which the film utilizes in its favor to make the surprising nature of the twist ending stick the landing. And it does.

    3. Poltergeist (1982)

    Written and produced by Steven Spielberg, “Poltergeist” feels like the quintessential Spielbergian experience, but it was, in fact, not directed by him. Instead, Tobe Hooper’s capable hands shaped this classic tale into an extraordinarily moving piece of horror fueled by the need to protect the ones we love. “Poltergeist” is a ghost story that relies on relatively few supernatural special effects. Instead, the focus is on the Freelings, who go through hell in the planned community of Cuesta Verde after an inexplicable poltergeist intrusion. However, the real culprits behind the situation turn out to be capitalistic opportunists: the real estate developers who disregard the sanctity of life to prioritize profits, no matter what the cost.

    When Hooper does indulge in technical special effects to evoke scares, such as when a tree limb crashes through a window or when the Freelings’ young daughter Carol Anne (Heather O’Rourke) is sucked into a portal, the results are haunting and eerie. No matter how outlandish the hauntings get, the emotional core of the film remains painfully authentic. Here, a seemingly perfect family unit is disrupted by supernatural entities, forcing its members to prove their love for one another by fighting an evil beyond their comprehension. There are several instances where death seems imminent, but “Poltergeist” opts for a safe return to order. In the end, the Freelings are able to successfully escape the source of their trauma and live another day.

    2. The Conjuring (2013)

    “The Conjuring” might have fared well enough as a run-of-the-mill possession horror film, even without James Wan bringing greater emotional depth to the frequent jump scares and in-your-face moments. The popularity of the larger “Conjuring” franchise, especially this particular entry, can be attributed to several standout sequences that relish in the gleeful eeriness of an entity toying with its oblivious targets. The terrors that the Perrons experience in this film cannot be explained or quantified by anyone except Ed and Lorraine Warren (Patrick Wilson and Vera Farmiga, respectively), who harbor their own grief in a world where demonic entities lurk within objects and people. Instead of simply fulfilling the role of the “seer” who anticipates the terrors to come, the Warrens wrangle with the anxieties that are an intrinsic part of their jobs, along with the risks that come with being exposed to those who dwell on the other side.

    Admittedly, an animal dies in “The Conjuring,” but ultimately no human beings are permanently harmed here — even after the demonic entity named Bathsheba terrorizes the Perrons and possesses one of them. Amid tense games of hide and seek, disembodied claps from within closets, and vicious attempts to frighten the traumatized Peeron children, “The Conjuring” utilizes emotional stakes to drive its traditional narrative forward. The results are not unwelcome, as there is comfort in retreading familiar ground. Moreover, there’s much fun to be had when exaggerated scare tactics meet well-paced narrative choices that keep a haunting from feeling stale.

    1. Signs (2002)

    To get the obvious out of the way: the plot of M. Night Shyamalan’s “Signs” is, in fact, set in motion by someone’s death, albeit prior to the start of the film. The film follows the former priest Graham Hess (Mel Gibson), who recently lost his wife Colleen (Patricia Kalember) in a car accident, as he struggles with his faith while grieving with his brother Merrill (Joaquin Phoenix) and two children. This pervasive grief is exacerbated by reports of extraterrestrial sightings and crop circles appearing worldwide, including in the cornfields of Hess’s rural farm. I won’t spoil the beautiful, exhilarating ending to “Signs” in case you haven’t watched it yet, but the movie concludes on an immensely life-affirming note that allows Graham and his loved ones to process the void left behind by Colleen’s absence.

    The only direct reference to death comes in the form of flashbacks to the accident that took Colleen’s life, but again, nobody actually dies in “Signs.” The film chooses to luxuriate in the tense, solemn atmosphere inside the isolated Hess farm, which is diluted from time to time due to the endearing levity that Merrill brings to the household. A secondary layer of turmoil is evoked by Graham’s tussle with faith, which slowly morphs into a misanthropic disdain for the notion of divine intervention. Although “Signs” literally bats for the beauty of human will and perseverance in the face of calamity, it also makes space for the fantastical, along with the validity of divinely ordained miracles.




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    Web3 vs. Traditional Gaming: Projected Market Growth and Future Trends

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    Web3 vs. Traditional Gaming: Projected Market Growth and Future Trends


    The gaming industry is using blockchain to create decentralized and player-centric experiences. This is changing the traditional gaming model by introducing concepts like true ownership of in-game assets and play-to-earn models and new ways to engage and monetize.

    Market Size and Growth

    The 2023 Web3 gaming market is projected to reach USD 23,926.0 million and is expected to grow to USD 53,228.2 million by 2033, with a CAGR of 18.7%.

    Web3 gaming is driven by several factors. Firstly, the decentralization and ownership enabled by blockchain give players true control over in-game assets; they can trade, sell or use these assets across different platforms.

    This is further amplified by the play to earn economy where players can earn real world value through gameplay, gaming is no longer just entertainment but a potential source of income.

    Also, Web3 gaming enables interoperability and cross-platform support for a seamless experience across different platforms and increased accessibility and user engagement.

    Community driven development also plays a big role, active player involvement in game development fosters loyalty and sense of ownership leading to more engaged communities.

    Lastly the security and transparency of blockchain technology ensures the authenticity and scarcity of in-game items and builds trust among players and contributes to the growth of the market.

    Web3 Gaming Opportunities

    Web3 gaming has many opportunities for developers and stakeholders. By selling in-game assets and services aligned with the play to earn, model developers can tap into new revenue streams. Emerging markets especially regions with growing interest in blockchain has a big potential to expand the Web3 gaming audience.

    Blockchain enables unique gaming experiences that differentiate Web3 games from traditional games and innovative gameplay mechanics. Gaming companies, blockchain developers and crypto projects can collaborate and partner to drive innovation, increase market penetration and solidify Web3 gaming’s place in the industry.

    Web3 Gaming vs Traditional Gaming

    Traditional gaming is still big, Web3 gaming is an adjacent market not a disruptor. Blockchain integration brings new experiences and monetization models that can coexist with traditional gaming and give players more choice.

    Traditional console gaming, while offering great experiences, has its limitations. Players face high costs of hardware and games. In-game purchases don’t grant true ownership, players can’t resell or gift digital items. A study found that gamers will spend over £6,000 on virtual items in their lifetime, many are frustrated that they can’t resell these purchases.

    In traditional gaming players invest heavily in virtual items and can’t get their money back. Average monthly in-game spend is £8.33, total annual spend is £96.40.

    In contrast Web3 gaming offers financial returns as players can resell or trade in-game assets and make profit.

    Recent events are shaping the future of Web3 gaming. Traditional gaming companies are entering Web3, the merge of traditional and decentralized gaming is happening. For example Ubisoft has entered the NFT space with “Champions Tactics: Grimoria Chronicles” but the reception is mixed.

    The regulatory landscape around cryptocurrency and blockchain is changing and developers and investors need to be agile. Technological advancements are solving previous limitations and making Web3 gaming more viable. But cryptocurrency fluctuations can impact the value of in-game assets and player investment and market stability.

    Final Thoughts

    Web3 gaming will become significant, driven by innovation and player expectations. Balancing the interests of all stakeholders will be crucial. As this evolves, the convergence of traditional and decentralized gaming will define the future of gaming.

    Editor’s note: This article was written with the assistance of AI. Edited and fact-checked by Owen Skelton.

    Owen Skelton

    Owen Skelton is an experienced journalist and editor with a passion for delivering insightful and engaging content. As Editor-in-Chief, he leads a talented team of writers and editors to create compelling stories that inform and inspire.

    View all posts



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    Emmerdale spoilers for next week: First look as April’s life is put in huge danger as Ross is haunted by the past

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      Emmerdale spoilers for next week: First look as April’s life is put in huge danger as Ross is haunted by the past


      In Emmerdale spoilers for next week, April is put in huge danger as she’s dangled off a car park while Ross rushes to save her.

      Elsewhere, Eric opens up to Brenda about the huge financial mess he’s created.

      All this and more in Emmerdale spoilers for next week.

      1. Mack’s actions put Ross in danger

      With Ross rubbing his bond with Moses in his face, Mack’s sits happily on the stolen cash. However, Jade then threatens Ross, demanding the stolen £10k back.

      Ross promises her that he didn’t steal any money, with John covering the truth for Mack. Ross then worries about his family’s safety as Jade threatens Charity and April’s lives. Concerned, Ross advises Charity to escape with Moses but April falls for Jade’s trap.

      Emmerdale spoilers: 2. April’s life is on the line

      April wants to head into town but Marlon won’t take her, prompting April to turn to ‘friendly’ Jade for a lift instead. Ross then gets a video call from Jade who reveals that she’s kidnapped April.

      In a rush, Ross begs Billy to use his car so that he can rescue April, even though he doesn’t have the money Jade has demanded.

      Ross receives a location and rushes to save April, horrified to arrive at a place from his past. One of Jade’s heavies dangles April over the edge of a car park… Jade then demands the money from Ross. But, Ross doesn’t have it. Can April be saved?

      3. A pact is formed

      Caleb, Charity and Marlon team up to form a pact together in the pub. But, what does it entail?

      Emmerdale spoilers: 4. Cain’s feelings guilty

      Cain feels guilty as his conscience gets the better of him. Can he be truthful?

      5. Pollard loses it all

      As Brenda chooses a wedding dress, she panics when she discovers that there’s no money in the bank account to pay for it. Pollard makes out that technology is to blame.

      Later on, Liam sees Pollard trying to place a bet on a horse with the shop’s cash and tries to talk him out of it. Pollard doesn’t want to listen but Liam then goes to extremes by blocking the door so that he can’t exit.

      Admitting to Brenda the cryptocurrency truth, Pollard is then quizzed on the reasons behind his marriage proposal. Angry, Brenda suddenly worries that Pollard’s medication may have played a part in it. Pollard’s devastated to have hurt Brenda. But, will the wedding plans still go ahead?

      6. Caleb tries to act as peacemaker

      Ruby realises that Anthony wasn’t lying about his cancer diagnosis, with Steph and Caleb teaming up to try and keep the peace between Ruby and Anthony.

      Ruby tries to hear Anthony out and puts on a front, but then distances herself from her father. Anthony gives up hope of making things right with his daughter and instead wishes that Steph would leave the village with him. Caleb speaks to Ruby and encourages her to sort things out with her dad. It might be the only way to have Steph back for good…

      Read more: Who is leaving Emmerdale this year?

      5 exciting Emmerdale spoilers for next week (18th-22nd Nov)

      Emmerdale usually airs weeknights on ITV at 7.30pm. 

      Classic Emmerdale usually airs every weekday on ITV3 at 6am and 6:30am, plus 1:40pm and 2:10pm. 

      Visit our Facebook page @Emmerdaleinsider for all the latest Emmerdale news, gossip and spoilers and let us know what you think! Or find us on Twitter @emmerdaleinside



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      Bitcoin Dips to $93,000 With $400 Million in Longs Rekt. Where to From Here? – Decrypt

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      Bitcoin Dips to ,000 With 0 Million in Longs Rekt. Where to From Here? – Decrypt



      Bitcoin witnessed a sharp sell-off on Monday, with the asset’s single-day performance giving up more than half of the gains made last week.

      The world’s largest crypto fell 4.8% on the day to just above $93,000, with Monday’s drop totaling more than $4,800. For context, that’s more than 55% of last week’s $8,100 runup.

      Still, analysts say the move is likely part of traders rebalancing their positions as they look to the end of the year, particularly in late December, which has proven to be a favorable month in the past.

      “We see a combination of two catalysts pushing Bitcoin’s price down temporarily,” Ryan McMillin, chief investment officer at crypto fund manager Merkle Tree Capital, told Decrypt.

      He pointed to a “sell wall” just below the “psychological barrier” right around $100,000, where traders are looking to capitalize on an explosive run following President-elect Donald Trump’s victory three weeks ago.

      McMillin also pointed to a build-up of leveraged longs, or those betting on higher prices, as “too tempting” for market makers not to chase.

      In other words, market makers who facilitate liquidity may intentionally drive prices down to trigger a liquidation of those leveraged longs.

      Liquidations spiked on Monday to $550 million, 70% of which came from long positions. It follows a similar trend observed on Sunday. Still, McMillin says this is just part of normal market behavior.

      “There isn’t much liquidity below $92,000, so that looks like the floor for this move,” McMillin said. “We expect the market to go and retest $100,000 before the week is out.”

      Others agree, claiming Monday’s move is a part of typical market dynamics with traders hedging against potential downside risks, likely in response to recent moves.

      “Pullbacks like these are not uncommon in bull markets,” Nick Forster, founder of DeFi derivatives protocol, Derive, told Decrypt. “We are seeing strong structural tailwinds for Bitcoin, bolstered by favorable conditions such as the interest-rate cutting cycle and evolving regulatory frameworks.”

      Other cryptos in the top 10 by market capitalization have also dipped, with Dogecoin (DOGE) taking the most significant hit, down about 9.5% to $0.38, CoinGecko data shows.

      Daily Debrief Newsletter

      Start every day with the top news stories right now, plus original features, a podcast, videos and more.



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      Demons and Robots Collide in Lone Wolf Fists: Acid & Steel – TGN – Tabletop Gaming News

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      Demons and Robots Collide in Lone Wolf Fists: Acid & Steel – TGN – Tabletop Gaming News


      The creators of Lone Wolf Fists are preparing to release Acid & Steel, the game’s first expansion. This supplement introduces new character options and settings, focusing on the mechanical world of Bebal-Ki-Menar and the infernal realm of Naraka. Each setting adds distinct elements to the game, offering opportunities for players to explore new stories and challenges.

      Bebal-Ki-Menar is a vast clockwork world inhabited by Artificial Heroes, robotic beings with advanced augmentations and the potential for human-like qualities. This setting incorporates intricate societal systems and martial disciplines shaped by its technological foundation. Naraka, in contrast, is an underworld ruled by the Asura, powerful fallen beings who grant the Damned Heroes incredible abilities at a significant cost. The expansion explores themes of power, morality, and transformation through these character types.

      The Acid & Steel supplement will be released as a hardcover book with over 200 pages of content, including new techniques, bestiaries, and tools for creating customized settings within these worlds. The book’s visual design includes black-and-white artwork from Kazuki David, reflecting the tone of the game.

      The Kickstarter campaign for Acid & Steel launches on December 1, providing an opportunity for fans to support the project and receive a copy of the supplement. A free quickstart adventure is available on DriveThruRPG for those looking to experience the game before the expansion’s release.



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      Coronation Street: As Carla’s rushed to hospital after factory attack, will she survive?

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        Coronation Street: As Carla’s rushed to hospital after factory attack, will she survive?


        Carla was attacked by Mason’s brothers in the factory on Coronation Street tonight and was rushed to hospital after being found unconscious.

        Betsy called for an ambulance after letting herself into the factory with the spare key, finding her boss on the floor.

        But, as Carla suffers a bleed on the brain, will she survive the ordeal?

        Carla was attacked in the factory (Credit: ITV)

        Coronation Street: Carla was attacked

        This evening, Carla’s was heartbroken when Lisa made it clear that she wasn’t ready for a relationship.

        As she headed back to the factory, she soon found the place ransacked and was hit on the head by one of Mason’s brothers.

        She came round and was checked over by a paramedic, soon returning to the factory and locking the door on herself after telling Ryan and Roy she’d be fine.

        However, Betsy soon let herself in with the spare key so that nobody would link her back to the ransacking… She found Carla unconscious on the floor and quickly called for an ambulance.

        With Carla being rushed to hospital, Betsy informed Lisa of Carla’s situation. Lisa and Betsy then made their way to the hospital and met Roy and Ryan, being told that Carla has suffered a bleed on the brain.

        Carla pulls through (Credit: ITV)

        Corrie: Will Carla die?

        Good news for Carla fans! Carla’s sticking around as spoilers for the rest of the week reveal that she’s back at home. This comes after Lisa sits by her bedside at the hospital.

        And, a relationship is in the pipeline for Carla and Lisa as they finally confess their feelings for one another. They then go public with their romance this Christmas.

        So, it looks like Carla’s going to be just fine, with a loved-up festive season to look forward to.

        Read more: Who’s leaving Coronation Street in 2024? Complete list of cast exits, arrivals and returns

        5 dramatic Coronation Street spoilers for next week (Nov 25-29th)

        Coronation Street usually airs on Monday, Wednesday and Friday at 8pm on ITV.

        What do you think of this story? Leave us a comment on our Facebook page @EntertainmentDailyFix and let us know what you think.



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        Time Walker: Dark World Switch Review

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        Time Walker: Dark World Switch Review


        Time Walker: Dark World bills itself as a “roguelike auto-battler with strategic combat.” I’d say that’s accurate. Your have four heroes who you are free to modify how you see fit. You have a melee focused mage or a healing archer. The choice is largely yours. You start off by picking 4 base classes which you can upgrade your units into. You can also pick a contract, which effects the amount of soul tokens you get. You go through seventeen stages in a single world(the number of worlds depends on the difficulty level). You have normal stages of enemies. Elite stages have more powerful enemies. Treasure stages just give you skills. Stage 16/17 in a world is always a shop, where you can buy skills. Following that is always a boss battle.

        At the end of every stage in Time Walker, you get one of 40 skills. These can range from healing to defense modifiers, to fire bolts. Any skill can be equipped on any character. You can also merge a few of the same skill with the same level(1,2,3) to make a more powerful skill. Three level ones turns into Level two. Three level twos turns into level three. Then two level threes turn into an ultra powerful EX skill. Now at the end of every run you get soul tokens. These can be used to buy upgrades in a series of panels. Buying the requisite number of upgrades unlocks the next panel. Most upgrades center around new classes and modifying those classes.

        Get grinding!

        I liked Time Walker, but wouldn’t give it a Must Play due to disappointing technical issues, like a crash at one point. Also, there are things like, one time I put taunt on a character and enemies targeted everyone else except the one with taunt. A little more QA and polish would go a long way to solidifying the title. But still I give this a very solid Recommended with an eight back-end score. There is tons of strategic depth in Time Walker and plenty of things I did not go into. The complexity draws you in and simply won’t let you go. Get grinding those soul tokens!

        Overall: Time Walker: Dark World need just a little more polish, but as it stands, its an excellent auto-battler with tons of depth.

        Verdict: Recommended

        eShop Page

        Release Date11/21/24Cost$6.99Publisher2P GamesESRB RatingE

        P.S. Try Army of Ruin!



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        Bold and the Beautiful: Steffy Hangs Finn Out to Dry as Her Plan Unravels?

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          Bold and the Beautiful: Steffy Hangs Finn Out to Dry as Her Plan Unravels?


          Bold and the Beautiful has Steffy Forrester changing her tune, which will open Finn‘s eyes this week on the CBS soap. She finds out who her lingerie-clad stepsister waited for when she stumbled into John Finnegan on the CBS soap.

          Brooke Logan finally told Ridge Forrester the name of the man who floats Hope Logan’s boat today, Carter Walton. So, it shouldn’t take long for the news to get to Steffy and clear up the Finn mess.

          But Steffy is unlikely to swallow her pride and admit she was wrong. So, she may turn on Finn, who fed her everything she wanted to hear when accusing her rival of trying to seduce him. So, with this control thing she’s got going on, she may put this mistake back on Finn.

          Bold and the Beautiful: Steffy Forrester Pulls Finn’s Strings

          Bold and the Beautiful has Steffy Forrester (Jacqueline MacInnes Wood) under a false sense of security these days. She thinks she has Hope Logan (Annika Noelle) gone for good after she attempted to seduce her husband.

          Finn played a big part in Steffy’s ploy. John Finnegan (Tanner Novlan) echoed Steffy’s words back to her, as she made a case out of her rival stumbling into Finn at FC while wearing lingerie.

          Bold and the Beautiful Spoilers: Steffy Forrester (Jacqueline MacInnes Wood) - John Finnegan - Finn (Tanner Novlan)
          B&B | CBS

          While Steffy’s accusation includes Hope waiting for Finn in her flimsy attire, something is wrong with that picture. Steffy Forrester had no idea Finn was coming into FC to drop off the tablet she left at home.

          So, how could her rival have any idea Finn would be coming through the door when no one else knew?  Steffy Forrester has to realize this, but if she admitted it, her plan of pushing her stepsister out of FC would not have worked.

          B&B: Steffy Remains Ruthless…

          Bold and the Beautiful turned Steffy Forrester into a ruthless co-CEO a while back, and as time goes by she’s just getting worse. She ignored her grandfather, who owns FC. When Eric Forrester (John McCook) questioned her firing of the Logan daughter, she shut him down.

          She’s remained adamant that Hope Logan is banished from FC and even her father, Ridge Forrester (Thorsten Kaye) couldn’t change her mind. But, through it all, Finn echoed all the right things, so she had a backup for this.

          Finn won’t even take a minute to think of another possibility. His stance never sways. He continues to say he was attacked by a lingerie-clad Hope Logan, who wanted to lure him away from his wife. But is this just a survival tactic for him? He’s seen what happens when his wife doesn’t get her way. He almost lost his marriage when he went against her while trying to get to know his birth mother, Sheila Carter (Kimberlin Brown)

          Bold and the Beautiful: How Far Will Steffy Go?

          Bold and the Beautiful had Brooke Logan (Katherine Kelly Lang) spill the beans about her daughter’s latest love interest. She told Ridge, it was Carter Walton (Lawrence Saint-Victor) and not Finn, who a risque-dressed Hope expected that day.

          So, it looks like Steffy Forrester soon finds herself proven wrong. But this controlling mode that Bold and Beautiful scripted for her these days will likely not allow her to admit she was wrong.

          With Carter and Hope now holding the documents making Carter the boss, Ridge and Eric may point out to Steffy this is the result of her conniving deeds. But, will she throw Finn under the bus, saying she was only going by what he said happened?

          Some Bold and the Beautiful fans see John Finnegan as “spineless” these days. They suggest he allows his wife to control him. So, when she finds out she was wrong about her rival going after her husband in this latest incident, she may put it back on Finn to save face.

          This could be the event that opens Finn’s eyes. So, Steffy Forrester may not only see problems at work over her ousting her stepsister but problems in her marriage as well on the CBS soap.

          Head back to Soap Dirt for the latest Bold and the Beautiful spoilers.



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